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ISTC-CC NEWSLETTER
RESEARCH HIGHLIGHTS
Ling Liu's SC13 paper "Large Graph Processing Without the Overhead" featured by HPCwire.
ISTC-CC provides a listing of useful benchmarks for cloud computing.
Another list highlighting Open Source Software Releases.
Second GraphLab workshop should be even bigger than the first! GraphLab is a new programming framework for graph-style data analytics.
Publications By ISTC-CC Researchers
2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016
Other Interesting Papers by ISTC-CC Faculty
ISTC-CC Quarterly Reports
2016
Parallel Algorithms for Asymmetric Read-Write Costs. Naama Ben-David, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Yan Gu, Charles McGuffey and Julian Shun. SPAA 2016. 28th ACM Symposium on Parallelism in Algorithms and Architectures,
Jul 11, 2016 - Jul 13, 2016. Asilomar State Beach, California, USA.
Abstract / PDF [386K]
Parallelism in Randomized Incremental Algorithms. Guy Blelloch, Yan Gu, Julian Shun, Yihan Sun. SPAA 2016. 28th ACM Symposium on Parallelism in Algorithms and Architectures. Jul 11, 2016 - Jul 13, 2016. Asilomar State Beach, California, USA.
Abstract / PDF [702K]
Parallel Shortest Paths Using Radius Stepping. Guy Blelloch, Yan Gu, Yihan Sun, Kanat Tangwongsan. SPAA 2016. 28th ACM Symposium on Parallelism in Algorithms and Architectures. Jul 11, 2016 - Jul 13, 2016. Asilomar State Beach, California, USA.
Abstract / PDF [323K]
Just Join for Parallel Ordered Sets. Guy Blelloch, Daniel Ferizovic, Yihan Sun. SPAA 2016. 28th ACM Symposium on Parallelism in Algorithms and Architectures. Jul 11, 2016 - Jul 13, 2016. Asilomar State Beach, California, USA.
Abstract / PDF [940K]
JVM Configuration Management and Its Performance Impact for Big Data Applications. Semih Sahin, Wenqi Cao, Qi Zhang, Ling Liu. Proceedings of IEEE 2016 Big Data Congress (BigData 2016). June 27 - July 2, 2016, San Francisco, USA.
Abstract / PDF [2.2M]
Evaluation and Analysis of In-Memory Key-Value Systems. Wenqi Cao, Semih Sahin, Ling Liu, Xianqiang Bao. Proceedings of the 2016 IEEE Big Data Congress (BigData 2016). June 27 - July 2, 2016, San Francisco, USA.
Abstract / PDF [1.34M]
iBalloon: Efficient VM Memory Balancing as a Service. Qi Zhang, Ling Liu, Jiangchun Ren, Gong Su, Arun Iyengar. Proceedings of the IEEE International Conference on Web Services (IEEE ICWS 2016). Acceptance Rate: 13%. June 27 - July 2, 2016, San Francisco, USA.
Abstract / PDF [767K]
PVSAE: A Public Verifiable Searchable Encryption Service Framework for Outsourced Encrypted Data. Rui Zhang, Rui Xue, Ting Yu, Ling Liu. Proceedings of the IEEE International Conference on Web Services (IEEE ICWS 2016), June 27-July 2, 2016, San Francisco, USA.
Abstract / PDF [569K]
A Utility-Aware Approach to Redundant Data Upload in Cooperative Mobile Cloud. Ji Wang, Xiaomin Zhu, Weidong Bao, Ling Liu. Proceedings of the IEEE International Conference on Cloud Computing (IEEE Cloud 2016), June 27-July 2, 2016, San Francisco, USA.
Abstract / PDF [376K]
Uncertainty-Aware Real-Time Workflow Scheduling in the Cloud. Huangke Chen, Xiaomin Zhu, Dishan Qiu, Ling Liu. Proceedings of the IEEE International Conference on Cloud Computing (IEEE Cloud 2016). June 27 - July 2, 2016, San Francisco, USA.
Abstract / PDF [1.3M]
ESI-Cloud: Extending Virtual Machine Introspection for Integrating Multiple Security Services. Jiangchun Ren, Ling Liu, Da Zhang, Huazhe Zhou, Qi Zhang. Proceedings of the IEEE International Conference on Cloud Computing (IEEE Cloud 2016). June 27 - July 2, 2016, San Francisco, USA.
Abstract / PDF [446K]
Tenants-Attested Trusted Cloud Service. Jiangchun Ren, Ling Liu, Da Zhang, Qi Zhang, Haihe Ba. Proceedings of the IEEE International Conference on Services Computing (IEEE SCC 2016), June 27-July 2, 2016, San Francisco, USA.
Abstract / PDF [1.9M]
PARBOR: An Efficient System-Level Technique to Detect Data-Dependent Failures in DRAM. Samira Khan, Donghyuk Lee, Onur Mutlu.
Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Toulouse, France, June 28 - July 1 2016.
Abstract / PDF [630K]
Transparent Offloading and Mapping (TOM): Enabling Programmer-Transparent Near-Data Processing in GPU Systems. Kevin Hsieh, Eiman Ebrahimi, Gwangsun Kim, Niladrish Chatterjee, Mike O'Connor, Nandita Vijaykumar, Onur Mutlu, Stephen W. Keckler. Proceedings of the 43rd International Symposium on Computer Architecture (ISCA), Seoul, South Korea, June 18 - 22, 2016.
Abstract / PDF [1.05M]
Understanding Latency Variation in Modern DRAM Chips: Experimental Characterization, Analysis, and Optimization. Kevin Chang, Abhijith Kashyap, Hasan Hassan, Samira Khan, Kevin Hsieh, Donghyuk Lee, Saugata Ghose, Gennady Pekhimenko, Tianshi Li, Onur Mutlu. Proceedings of the ACM International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS), Antibes Juan-Les-Pins, France, June 14 - 18, 2016.
Abstract / PDF [3.06M]
Design Guidelines for High Performance RDMA Systems. Anuj Kalia, Michael Kaminsky, David G. Andersen. 2016 USENIX Annual Technical Conference (USENIX ATC'16), June 2016.
Abstract / PDF [553K]
Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes. Huanchen Zhang, Andy Pavlo, David G. Andersen, Michael Kaminsky, Lin Ma, Rui Shen. ACM SIGMOD International Conference on Management of Data 2016 (SIGMOD'16), June 2016.
Abstract / PDF [715K]
Achieving One Billion Key-Value Requests Per Second on a Single Server. Sheng Li, Hyeontaek Lim, Victor Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey. IEEE Micro's Top Picks from the Computer Architecture Conferences 2016, May/June 2016. Top Picks 2016 Award!
Abstract / PDF [176K]
A Case for Hierarchical Rings with Deflection Routing: An energy-efficient on-chip communication substrate. Rachata Ausavarungnirun, Chris Fallin, Xiangyao Yu, Kevin Kai-Wei Chang, Greg Nazario, Reetuparna Das, Gabriel H. Loh, Onur Mutlu, Parallel Computing, Volume 54, May 2016, Pages 29-45, ISSN 0167-8191.
Abstract / PDF [2M]
Full-Stack Architecting to Achieve a Billion Requests Per Second Throughput on a Single Key-Value Store Server Platform.
Sheng Li, Hyeontaek Lim, Victor Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey. ACM Transactions on Computer Systems (TOCS), Vol. 34, No. 2, April 2016.
Abstract / PDF [1.2M]
GeePS: Scalable Deep Learning on Distributed GPUs with a GPU-Specialized Parameter Server. Henggang Cui, Hao Zhang, Gregory R. Ganger, Phillip B. Gibbons, and Eric P. Xing. ACM European Conference on Computer Systems, 2016 (EuroSys'16), 18th-21st April, 2016, London, UK.
Abstract / PDF [617K]
TetriSched: Global Rescheduling with Adaptive Plan-ahead in Dynamic Heterogeneous Clusters. Alexey Tumanov, Timothy Zhu, Jun Woo Park, Michael A. Kozuch, Mor Harchol-Balter, Gregory R. Ganger. ACM European Conference on Computer Systems, 2016 (EuroSys'16), 18th-21st April, 2016, London, UK. Best Student Paper.
Abstract / PDF [8M]
STRADS: A Distributed Framework for Scheduled Model Parallel Machine Learning. Jin Kyu Kim, Qirong Ho, Seunghak Lee, Xun Zheng, Wei Dai, Garth A. Gibson, Eric P. Xing. ACM European Conference on Computer Systems, 2016 (EuroSys'16), 18th-21st April, 2016, London, UK.
Abstract / PDF [1.6M]
Hold 'em or Fold 'em?: aggregation queries under performance variations. Gautam Kumar, Ganesh Ananthanarayanan, Sylvia Ratnasamy, and Ion Stoica. Proceedings of the Eleventh European Conference on Computer Systems (EuroSys '16), 18th-21st April 2016, London, UK.
Abstract / PDF [1.4M]
A case for toggle-aware compression for GPU systems. Gennady Pekhimenko, Evgeny Bolotin, Nandita Vijaykumar, Onur Mutlu, Todd C. Mowry, Stephen W Keckler. HPCA 2016: 188-200 22nd IEEE Symposium on High Performance Computer Architecture, Barcelona, Spain, March 12-16 2016.
Abstract / PDF [713K]
Low-Cost Inter-Linked Subarrays (LISA): Enabling Fast Inter-Subarray Data Movement in DRAM. Kevin K. Chang, Prashant J. Nair, Saugata Ghose, Donghyuk Lee, Moinuddin K. Qureshi, Onur Mutlu. Proceedings of the 22nd International Symposium on High-Performance Computer Architecture (HPCA), Barcelona, Spain, March 2016.
Abstract / PDF [768K]
ChargeCache: Reducing DRAM Latency by Exploiting Row Access Locality. Hasan Hassan, Gennady Pekhimenko, Nandita Vijaykumar, Vivek Seshadri, Donghyuk Lee, Oguz Ergin, Onur Mutlu. Proceedings of the 22nd International Symposium on High-Performance Computer Architecture (HPCA), Barcelona, Spain, March 2016.
Abstract / PDF [2M]
General-Purpose Join Algorithms for Large Graph Triangle Listing on Heterogeneous Systems. D. Zinn, H. Wu, J. Wang, M. Aref and S. Yalamanchili. Proceedings of 9th Workshop on General-Purpose Computation on Graphics Processing Units (GPGPU-9). March 2016. 12 Mar 2016 Barcelona, Spain.
Abstract / PDF [510K]
Be Fast, Cheap and in Control with SwitchKV. Xiaozhou Li, Raghav Sethi, Michael Kaminsky, David G. Andersen, Michael J. Freedman. 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI ’16). March 16–18, 2016, Santa Clara, CA, USA.
Abstract / PDF [594K]
Ernest: Efficient Performance Prediction for Large-Scale Advanced Analytics. Shivaram Venkataraman, Zongheng Yang, Michael Franklin, Benjamin Recht, Ion Stoica. 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI ’16). March 16–18, 2016, Santa Clara, CA, USA.
Abstract / PDF [838K]
FairRide: Near-Optimal, Fair Cache Sharing. Qifan Pu, Haoyuan Li, Matei Zaharia, Ali Ghodsi, Ion Stoica. 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI ’16). March 16–18, 2016, Santa Clara, CA, USA.
Abstract / PDF [1.15M]
BlowFish: Dynamic Storage-Performance Tradeoff in Data Stores. Anurag Khandelwal, Rachit Agarwal, Ion Stoica. 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI ’16). March 16–18, 2016, Santa Clara, CA, USA.
Abstract / PDF [368K]
CFA: A Practical Prediction System for Video QoE Optimization.
Junchen Jiang, Vyas Sekar, Henry Milner, Davis Shepherd, Ion Stoica, Hui Zhang. 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI ’16). March 16–18, 2016, Santa Clara, CA, USA.
Abstract / PDF [1.1M]
Towards Accurate and Fast Evaluation of Multi-Stage Log-Structured Designs.
Hyeontaek Lim, David G. Andersen, Michael Kaminsky.
14th USENIX Conference on File and Storage Technologies (FAST'16), Santa Clara, CA, February 2016.
Abstract / PDF [2M]
Road Network-Aware Spatial Alarms. K. Lee, L. Liu, B. Palanisamy and E. Yigitoglu. In IEEE Transactions on Mobile Computing, vol. 15, no. 1, pp. 188-201, Jan. 1 2016.
Abstract / PDF [1.6M]
Workload Adaptive Shared Memory Management for High Performance Network I/O in a Virtualized Cloud. Qi Zhang, Ling Liu. To Appear in IEEE Transactions on Computers (TC) 2016.
Abstract / PDF [] - coming soon
A Case for Hierarchical Rings with Deflection Routing: An Energy-Efficient On-Chip Communication Substrate. Rachata Ausavarungnirun, Chris Fallin, Xiangyao Yu, Kevin Chang, Greg Nazario, Reetuparna Das, Gabriel Loh, Onur Mutlu. Parallel Computing (PARCO), to appear in 2016.
Abstract / PDF [576K]
A Framework for Accelerating Bottlenecks in GPU Execution with Assist Warps. Nandita Vijaykumar, Gennady Pekhimenko, Adwait Jog, Saugata Ghose, Abhishek Bhowmick, Rachata Ausavarungnirun, Chita R. Das, Mahmut T. Kandemir, Todd C. Mowry, Onur Mutlu.
CoRR abs/1602.01348 (2016).
Abstract / PDF [1.9M]
2015
The Application Slowdown Model: Quantifying and Controlling the Impact of Inter-Application Interference at Shared Caches and Main Memory. Lavanya Subramanian, Vivek Seshadri, Arnab Ghosh, Samira Khan, Onur Mutlu. Proceedings of the 48th International Symposium on Microarchitecture (MICRO), Waikiki, Hawaii, USA, December 2015.
Abstract / PDF [604K]
Gather-scatter DRAM: In-DRAM address translation to improve the spatial locality of non-unit strided accesses. Vivek Seshadri, Thomas Mullins, Amirali Boroumand, Onur Mutlu, Phillip B Gibbons, Michael A Kozuch, Todd C Mowry. Proceedings of the 48th International Symposium on Microarchitecture, 267-280. December 5-9, 2015, Waikiki, Hawaii.
Abstract / PDF [874K]
ThyNVM: Enabling Software-Transparent Crash Consistency in Persistent Memory Systems. Jinglei Ren, Jishen Zhao, Samira Khan, Jongmoo Choi, Yongwei Wu, Onur Mutlu. Proceedings of the 48th International Symposium on Microarchitecture (MICRO), Waikiki, Hawaii, USA, December 2015.
Abstract / PDF [620]
Scheduling Techniques for Hybrid Circuit/Packet Networks. He Liu, Matthew K. Mukerjee, Conglong Li, Nicolas Feltman, George Papen, Stefan Savage, Srinivasan Seshan, Geoffrey M. Voelker, David G. Andersen, Michael Kaminsky, George Porter, Alex C. Snoeren. 11th International Conference on emerging Networking EXperiments and Technologies (CoNEXT 2015), Heidelberg, Germany, December 2015. Nominated for Best Paper.
Abstract / PDF [510K]
Scaling iterative graph computations with GraphMap. Kisung Lee, Ling Liu, Karsten Schwan, Calton Pu, Qi Zhang, Yang Zhou, Emre Yigitoglu, Pingpeng Yuan. Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, Nov. 15-20, 2015, Austin, TX.
Abstract / PDF [489K]
AppSachet: Distributed App Delivery from the Edge Cloud. Ketan Bhardwaj, Pragya Agarwal, Ada Gavrilovska, Karsten Schwan. The 7th EAI International Conference on Mobile Computing, Applications and Services (MobiCASE'15), November 12–13, 2015, Berlin, Germany.
Abstract / PDF [660K]
Efficient Algorithms under Asymmetric Read and Write Costs. Guy E Blelloch, Jeremy T. Fineman, Phillip B Gibbons, Yan Gu, Julian Shun. arXiv preprint arXiv:1511.01038, November 2015.
Abstract / PDF [470K]
DeltaFS: Exascale File Systems Scale Better Without Dedicated Servers. Qing Zheng, Kai Ren, Garth Gibson, Bradley W. Settlemyer, Gary Grider. PDSW2015: 10th Parallel Data Storage Workshop, held in conjunction with SC15, Austin, TX, November 16, 2015.
Abstract / PDF [930K]
Tracking and Reducing Uncertainty in Dataflow Analysis-Based Dynamic Parallel Monitoring. Michelle Goodstein, Phillip Gibbons, Michael Kozuch, Todd Mowry. International Conference on Parallel Architectures and Compilation Techniques (PACT 2015), October 2015. International Conference on Parallel Architectures and Compilation Techniques. Oct 18, 2015 - Oct 21, 2015, San Francisco, CA.
Abstract / PDF [] - coming soon
Exploiting Inter-Warp Heterogeneity to Improve GPGPU Performance. Rachata Ausavarungnirun, Saugata Ghose, Onur Kayiran, Gabriel L. Loh, Chita R. Das, Mahmut T. Kandemir, Onur Mutlu. Proceedings of the 24th International Conference on Parallel Architectures and Compilation Techniques (PACT), San Francisco, CA, USA, October 18 - 21, 2015.
Abstract / PDF [736K]
Decoupled Direct Memory Access: Isolating CPU and IO Traffic by Leveraging a Dual-Data-Port DRAM. Donghyuk Lee, Lavanya Subramanian, Rachata Ausavarungnirun, Jongmoo Choi, Onur Mutlu. Proceedings of the 24th International Conference on Parallel Architectures and Compilation Techniques (PACT), San Francisco, CA, USA, October 2015.
Abstract / PDF [2.2M]
AppFlux: Taming App Delivery via Streaming. Ketan Bhardwaj, Pragya Agarwal, Ada Gavrilovska, Karsten Schwan. Conference on Timely Results in Operating Systems (TRIOS'15), in conjunction with SOSP, Oct. 2015. The 25th ACM Symposium on Operating Systems Principles, October 4-7, 2015, Monterey, California, USA.
Abstract / PDF [1.9M]
High-Performance and Lightweight Transaction Support in Flash-Based SSDs. Youyou Lu, Jiwu Shu, Jia Guo, Shuai Li, Onur Mutlu.
IEEE Transactions on Computers (TC), VOL. 64, NO. 10,October 2015.
Abstract / PDF [1.5M]
A Low-Overhead, Fully-Distributed, Guaranteed-Delivery Routing Algorithm for Faulty Network-on-Chips. Mohammad Fattah, Antti Airola, Rachata Ausavarungnirun, Nima Mirzaei, Pasi Liljeberg, Juha Plosila, Siamak Mohammadi, Tapio Pahikkala, Onur Mutlu, Hannu Tenhunen. Proceedings of the 9th ACM/IEEE International Symposium on Networks on Chip (NOCS), Vancouver, BC, Canada, September 2015.
Abstract / PDF [1.1M]
FastLane: Making short flows shorter with agile drop notification. David Zats, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Rachit Agarwal, Randy H. Katz, Ion Stoica, Amin Vahdat. SoCC 2015: 84-96 Symposium on Cloud Computing, Aug 27, 2015 - Aug 29, 2015, Big Island, Hawaii.
Abstract / PDF [679K]
ShardFS vs. IndexFS: Replication vs. Caching Strategies for Distributed Metadata Management in Cloud Storage Systems. Lin Xiao, Kai Ren, Qing Zheng, Garth Gibson. ACM Symposium on Cloud Computing 2015. Aug. 27 - 29, 2015, Kohala Coast, HI.
Abstract / PDF [275K]
Using Data Transformations for Low-latency Time Series Analysis. Henggang Cui, Kimberly Keeton, Indrajit Roy, Krishnamurthy Viswanathan, Gregory R. Ganger. ACM Symposium on Cloud Computing 2015. Aug. 27 - 29, 2015, Kohala Coast, HI. See the extended Technical Report for more information.
Abstract / PDF [1.3M]
Managed Communication and Consistency for Fast Data-Parallel Iterative Analytics. Jinliang Wei, Wei Dai, Aurick Qiao, Qirong Ho, Henggang Cui, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing. ACM Symposium on Cloud Computing 2015. Aug. 27 - 29, 2015, Kohala Coast, HI.
Abstract / PDF [369K]
Reducing Replication Bandwidth for Distributed Document Databases. Lianghong Xu, Andrew Pavlo, Sudipta Sengupta, Jin Li, Gregory R. Ganger. ACM Symposium on Cloud Computing 2015. Aug. 27 - 29, 2015, Kohala Coast, HI.
Abstract / PDF [501K]
Scaling Up Clustered Network Appliances with ScaleBricks.
Dong Zhou, Bin Fan, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Michael D. Mitzenmacher, Ren Wang, Ajaypal Singh.
In ACM SIGCOMM Conference on Computer Communications (SIGCOMM 2015), London, United Kingdom, August 2015.
Abstract / PDF [715K]
Cuckoo Linear Algebra. Li Zhou, David G. Andersen, Mu Li, Alexander J. Smola. KDD’15, August 10-13, 2015, Sydney, NSW, Australia.
Abstract / PDF [611K]
Clustering Service Networks with Entity, Attribute and Link Heterogeneity. Yang Zhou, Ling Liu, Xianqiang Bao, Kisung Lee, Calton Pu, Balaji Palanisamy, Emre Yigitoglu, Qi Zhang. IEEE 2015 International Conference on Web Services (ICWS 2015), New York, June 27-July 2, 2015.
Abstract / PDF [245K]
Shared Memory Optimization in Virtualized Cloud. Qi Zhang and Ling Liu. 2015 IEEE 8th International Conference on Cloud Computing, New York, NY, June 27 2015-July 2 2015.
Abstract / PDF [726K]
Unified Address Translation for Memory-Mapped SSDs with FlashMap. Jian Huang, Anirudh Badam, Moinuddin K. Qureshi, Karsten Schwan. Proceedings of the 42nd ACM International Symposium on Computer Architecture (ISCA’15), Portland, OR, June 2015.
Abstract / PDF [1M]
ArMOR: Defending Against Consistency Model Mismatches in Heterogeneous Architectures. Daniel Lustig, Caroline Trippel, Michael Pellauer, Margaret Martonosi. 42nd International Symposium on Computer Architecture (ISCA), June 2015.
Abstract / PDF [331K]
Cymric: A Framework for Prototyping Near-Memory Architectures. C. Kersey, H. Kim and S. Yalamanchili. Sixth Workshop on Architectural Research Prototyping (WARP), held with ISCA.
Abstract / PDF [127K]
Reducing Latency via Redundant Requests: Exact Analysis. Kristen Gardner, Sam Zbarsky, Sherwin Doroudi, Mor Harchol-Balter, Esa Hyytiä, Alan Scheller-Wolf. Proceedings of ACM Sigmetrics/Performance 2015 Conference on Measurement and Modeling of Computer Systems (SIGMETRICS 15), Portland, OR. June 2015.
Abstract / PDF [725K]
A Case for Core-Assisted Bottleneck Acceleration in GPUs: Enabling Efficient Data Compression. Nandita Vijaykumar, Gennady Pekhimenko, Adwait Jog, Abhishek Bhowmick, Rachata Ausavarungnirun, Onur Mutlu, Chita Das, Mahmut Kandemir, Todd C. Mowry. Proceedings of the 42nd International Symposium on Computer Architecture (ISCA), Portland, OR, June 2015.
Abstract / PDF [1M]
Architecting to Achieve a Billion Requests Per Second Throughput on a Single Key-Value Store Server Platform. Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, O. Seongil, Sukhan Lee, Pradeep Dubey. Proceedings of the 42nd Annual International Symposium on Computer Architecture (ISCA '15), June 13 - 17, 2015, Portland, OR.
Abstract / PDF [317K]
Page Overlays: An Enhanced Virtual Memory Framework to Enable Fine-grained Memory Management. Vivek Seshadri, Gennady Pekhimenko, Olatunji Ruwase, Onur Mutlu, Phillip Gibbons, Michael Kozuch, Todd C. Mowry, Trishul Chilimbi. Proceedings of the 42nd International Symposium on Computer Architecture (ISCA), Portland, OR, June 2015.
Abstract / PDF [2.15M]
PIM-Enabled Instructions: A Low-Overhead, Locality-Aware Processing-in-Memory Architecture. Junwhan Ahn, Sungjoo Yoo, Onur Mutlu, Kiyoung Choi. Proceedings of the 42nd International Symposium on Computer Architecture (ISCA), Portland, OR, June 2015.
Abstract / PDF [264K]
A Scalable Processing-in-Memory Accelerator for Parallel Graph Processing. Junwhan Ahn, Sungpack Hong, Sungjoo Yoo, Onur Mutlu, Kiyoung Choi. Proceedings of the 42nd International Symposium on Computer Architecture (ISCA), Portland, OR, June 2015.
Abstract / PDF [257K]
A Large-Scale Study of Flash Memory Errors in the Field. Justin Meza, Qiang Wu, Sanjeev Kumar, Onur Mutlu. Proceedings of the ACM International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS), Portland, OR, June 2015.
Abstract / PDF [6.27M]
Sorting with Asymmetric Read and Write Costs. Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Yan Gu, Julian Shun. 27th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA15), June 13 - 15, 2015, Portland, OR.
Abstract / PDF [351K]
Fast Iterative Graph Computation with Resource Aware Graph Parallel Abstractions Yang Zhou, Ling Liu, Kisung Lee, Calton Pu, Qi Zhang. Proceedings of ACM Symposium on High-Performance Parallel and Distributed Computing (ACM HPDC 2015), Portland, Oregon, June 15-19, 2015.
Abstract / PDF [409K]
Read Disturb Errors in MLC NAND Flash Memory: Characterization and Mitigation. Yu Cai, Yixin Luo, Saugata Ghose, Erich F. Haratsch, Ken Mai, Onur Mutlu. Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Rio de Janeiro, Brazil, June 2015.
Abstract / PDF [3.16K]
Revisiting Memory Errors in Large-Scale Production Data Centers: Analysis and Modeling of New Trends from the Field. Justin Meza, Qiang Wu, Sanjeev Kumar, and Onur Mutlu. Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Rio de Janeiro, Brazil, June 2015.
Abstract / PDF [732K]
AVATAR: A Variable-Retention-Time (VRT) Aware Refresh for DRAM Systems. Moinuddin Qureshi, Dae Hyun Kim, Samira Khan, Prashant Nair, Chris Wilkerson, Onur Mutlu. Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Rio de Janeiro, Brazil, June 2015.
Abstract / PDF [313K]
WARM: Improving NAND Flash Memory Lifetime with Write-hotness Aware Retention Management. Yixin Luo, Yu Cai, Saugata Ghose, Jongmoo Choi, Onur Mutlu. Proceedings of the 31st International Conference on Massive Storage Systems and Technologies (MSST), Santa Clara, CA, June 2015.
Abstract / PDF [1.55M]
Towards a Real-time Service for Landslide Detection: Augmented explicit semantic analysis and clustering composition approaches. Aibek Musaev, De Wang, Saajan Shridhar, Calton Pu. Proceedings of 2015 ICWS, New York, NY, June 2015.
Abstract / PDF [317K]
A Top-Down Parallel Semisort. Yan Gu, Julian Shun, Yihan Sun, and Guy Blelloch. ACM Symposium on Parallelism in Algorithms and Architecture. SPAA 2015, June 13 - 15, 2015.
Abstract / PDF [471K]
G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data. Kai Zeng, Sameer Agarwal, Ankur Dave, Michael Armbrust, Ion Stoica. Proceedings of the 34th ACM SIGMOD International Conference on Management of Data (SIGMOD’15), May-June 2015. Demo paper.
Abstract / PDF [1.2M]
Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity. Peter Bailis, Alan Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica. Proceedings of the 34th ACM SIGMOD International Conference on Management of Data (SIGMOD’15), May-June 2015.
Abstract / PDF [360K]
Rethinking Data-Intensive Science Using Scalable Analytics Systems. Frank Austin Nothaft, Matt Massie, Timothy Danford, Zhao Zhang, Uri Laserson, Carl Yeksigian, Jey Kottalam, Arun Ahuja, Jeff Hammerbacher, Michael Linderman, Michael J. Franklin, Anthony D. Joseph, David A. Patterson. Proceedings of the 34th ACM SIGMOD International Conference on Management of Data (SIGMOD’15), May-June 2015.
Abstract / PDF [1M]
Verifying Correct Microarchitectural Enforcement of Memory Consistency Models. Daniel Lustig, Michael Pellauer, and Margaret Martonosi IEEE Micro, 35 (3) (Top Picks of 2014), May-June 2015.
Abstract / PDF [268K]
Early Implementation Experience with Wearable Cognitive Assistance Applications. Zhuo Chen, Lu Jiang, Wenlu Hu, Kiryong Ha, Brandon Amos, Padmanabhan Pillai, Alex Hauptmann, Mahadev Satyanarayanan. WearSys’15, May 18, 2015, Florence, Italy.
Abstract / PDF [275K]
Edge Analytics in the Internet of Things. M. Satyanarayanan, Simoens, P., Xiao, Y., Pillai, P., Chen, Z., Ha, K., Hu, W., Amos, B. IEEE Pervasive Computing, Volume 14, Number 2, April-June 2015.
Abstract / PDF [4.67M]
Coupling Memory and Computation for Locality Management. Umut A. Acar, Guy E. Blelloch, Matthew Fluet, Stefan K. Muller, Ram Raghunathan. Summit on Advanced Programming Languages. SNAPL 2015: 1-14. May 3-6, 2015, Asilomar, California.
Abstract / PDF [492K]
Toggle-Aware Compression for GPUs. Gennady Pekhimenko, Evgeny Bolotin, Mike O'Connor, Onur Mutlu, Todd C. Mowry, Stephen W. Keckler. IEEE Computer Architecture Letters (CAL), May 2015.
Abstract / PDF [346K]
Succinct: Enabling Queries on Compressed Data. Rachit Agarwal, Anurag Khandelwal, Ion Stoica. Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI’15), Oakland, CA, May 2015.
Abstract / PDF [440K]
CellIQ : Real-Time Cellular Network Analytics at Scale. Anand Padmanabha Iyer, Li Erran Li, Ion Stoica. Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI’15), Oakland, CA, May 2015.
Abstract / PDF [408K]
Deferred Lightweight Indexing for Log-Structured Key-Value Stores. Yuzhe Tang, Arun Iyengar, Wei Tan, Liana Fong, Balaji Palanisamy, Ling Liu. Proceedings of the 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid’15), May 2015, Shenzhen, Guangdong, China. Best paper award.
Abstract / PDF [400K]
Optimal Scheduling for Jobs with Progressive Deadlines. Kristen Gardner, Sem Borst, Mor Harchol-Balter. IEEE INFOCOM 15, Hong Kong, April, 2015.
Abstract / PDF [561K]
Scalable SPARQL Querying using Path Partitioning. Buwen Wu, Yongluan Zhou, Pingpeng Yuan, Ling Liu, Hai Jin. Proceedings of the 31st IEEE International Conference on Data Engineering (ICDE2015), April 13-16 2015, Seoul, Korea.
Abstract / PDF [348K]
Managed Communication and Consistency for Fast Data-Parallel Iterative Analytics. Jinliang Wei, Wei Dai, Aurick Qiao, Qirong Ho, Henggang Cui, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing. Carnegie Mellon University Parallel Data Lab Technical Report CMU-PDL-15-105. April 2015.
Abstract / PDF [2.62M]
ShardFS vs. IndexFS: Replication vs. Caching Strategies for Distributed Metadata Management in Cloud Storage Systems. Lin Xiao, Kai Ren, Qing Zheng, Garth Gibson. Carnegie Mellon University Parallel Data Lab Technical Report CMU-PDL-15-104, April 2015.
Abstract / PDF [696K]
SMPFRAME: A Distributed Framework for Scheduled Model Parallel Machine Learning. Jin Kyu Kim, Qirong Ho, Seunghak Lee Xun Zheng, Wei Dai, Garth Gibson, Eric Xing. Carnegie Mellon University Parallel Data Lab Technical Report CMU-PDL-15-103, April 2015.
Abstract / PDF [1.5M]
Fast Bulk Bitwise AND and OR in DRAM. Vivek Seshadri, Kevin Hsieh, Amirali Boroumand, Donghyuk Lee, Michael A. Kozuch, Onur Mutlu, Phillip B. Gibbons, Todd C. Mowry. IEEE Computer Architecture Letters (CAL), April 2015.
Abstract / PDF [658K]
A-DRM: Architecture-aware Distributed Resource Management of Virtualized Clusters. Hui Wang, Canturk Isci, Lavanya Subramanian, Jongmoo Choi, Depei Qian, Onur Mutlu. Proceedings of the 11th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (VEE), Istanbul, Turkey, March 2015.
Abstract / PDF [778K]
Massively Parallel Mapping of Next Generation Sequence Reads Using GPUs. Azita Nouri, Reha Oguz Selvitopi, Ozcan Ozturk, Onur Mutlu, Can Alkan. Short Student Research Competition Paper at the (ASPLOS) Student Research Competition, Istanbul, Turkey, March 2015.
Abstract / PDF [93K]
Energy-Efficient Data Compression for GPU Memory Systems. Gennady Pekhimenko, Evgeny Bolotin, Mike O'Connor, Onur Mutlu, Todd C. Mowry, Stephen W. Keckler. Short Student Research Competition Paper at the (ASPLOS) Student Research Competition, Istanbul, Turkey, March 2015. First place in ACM Student Research Competition.
Abstract / PDF [346K]
HeteroVisor: Exploiting Resource Heterogeneity to Enhance the Elasticity of Cloud Platforms. Vishal Gupta, Min Lee, Karsten Schwan. The 11th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (VEE'15). March 14-15, 2015, Istanbul, Turkey.
Abstract / PDF [877K]
Raising the Bar for Using GPUs in Software Packet Processing. Anuj Kalia, Dong Zhou, Michael Kaminsky, David G. Andersen. 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI'15), March 16-18, 2016 Santa Clara, CA.
Abstract / PDF [411K]
Comparative Evaluation of FPGA and ASIC Implementations of Bufferless and Buffered Routing Algorithms for On-Chip Networks. Yu Cai, Ken Mai, Onur Mutlu. Proceedings of the 16th International Symposium on Quality Electronic Design (ISQED), Santa Clara, CA, March 2015.
Abstract / PDF [781K]
Online Updates on Data Warehouses via Judicious Use of Solid-State Storage. Manos Athanassoulis, Shimin Chen, Anastasia Ailamaki, Phillip B. Gibbons, and Radu Stoica. ACM Transactions on Database Systems (TODS), March 2015.
Abstract / PDF [2.47M]
The Case for Offload Shaping. Wenlu Hu, Brandon Amos, Zhuo Chen, Kiryong Ha, Wolfgang Richter, Padmanabhan Pillai, Benjamin Gilbert, Jan Harkes, and Mahadev Satyanarayanan. Proceedings of the 16th International Workshop on Mobile Computing Systems and Applications (HotMobile’15), February 2015.
Abstract / PDF [802K]
Data Retention in MLC NAND Flash Memory: Characterization, Optimization and Recovery. Yu Cai, Yixin Luo, Erich F. Haratsch, Ken Mai, Onur Mutlu. Proceedings of the 21st International Symposium on High-Performance Computer Architecture (HPCA), Bay Area, CA, February 2015. Best paper session.
Abstract / PDF [1.57M]
Adaptive-Latency DRAM: Optimizing DRAM Timing for the Common-Case. Donghyuk Lee, Yoongu Kim, Gennady Pekhimenko, Samira Khan, Vivek Seshadri, Kevin Chang, Onur Mutlu. Proceedings of the 21st International Symposium on High-Performance Computer Architecture (HPCA), Bay Area, CA, February 2015.
Abstract / PDF [1.73M]
Exploiting Compressed Block Size as an Indicator of Future Reuse. Gennady Pekhimenko, Tyler Huberty, Rui Cai, Onur Mutlu, Phillip P. Gibbons, Michael A. Kozuch, Todd C. Mowry. Proceedings of the 21st International Symposium on High-Performance Computer Architecture (HPCA), Bay Area, CA, February 2015.
Abstract / PDF [2.5M]
A Portable Benchmark Suite for Highly Parallel Data Intensive Query Processing. I. Saeed, J. Young, and S. Yalamanchili. 2nd Workshop on Parallel Programming for Analytics Applications, held with PPoPP, February 7-11, 2015.
Abstract / PDF [2.16M]
Mitigating Prefetcher-Caused Pollution using Informed Caching Policies for Prefetched Blocks. Vivek Seshadri, Samihan Yedkar, Hongyi Xin, Onur Mutlu, Phillip P. Gibbons, Michael A. Kozuch, Todd C. Mowry. ACM Transactions on Architecture and Code Optimization (TACO), Vol. 11, No. 4, January 2015.
Abstract / PDF [1.1M]
Sequential Random Permutation, List Contraction and Tree Contraction are Highly Parallel. Julian Shun, Yan Gu, Guy E. Blelloch, Jeremy T. Fineman and Phillip B. Gibbons. SODA 2015. January 4-6, 2015, San Diego, CA.
Abstract / PDF [944K]
The Main Memory System: Challenges and Opportunities. Onur Mutlu, Justin Meza, and Lavanya Subramanian. Invited Article in Communications of the Korean Institute of Information Scientists and Engineers (KIISE), 2015.
Abstract / PDF [813K]
Main Memory Scaling: Challenges and Solution Directions. Onur Mutlu. Invited Book Chapter in More than Moore Technologies for Next Generation Computer Design, pp. 127-153, Springer, 2015.
Abstract / PDF [1M]
High-Performance and Lightweight Transaction Support in Flash-Based SSDs. Youyou Lu, Jiwu Shu, Jia Guo, Shuai Li, Onur Mutlu. To appear in IEEE Transactions on Computers (TC), 2015.
Abstract / PDF [627K]
Ramulator: A Fast and Extensible DRAM Simulator. Yoongu Kim, Weikun Yang, and Onur Mutlu. To appear in IEEE Computer Architecture Letters (CAL), 2015.
Abstract / PDF [376K]
Reliable and Resilient Trust Management in Distributed Service Provision Networks. Zhiyuan Su, Ling Liu, Mingchu Li, Xinxin Fan, Yang Zhou. ACM Transactions on the Web.
Abstract / PDF [4.8M]
Road Network Aware Spatial Alarm. Kisung Lee, Ling Liu, Balaji Palanisamy, Emre Yigitoglu. IEEE Transactions on Mobile Computing (TMC).
Abstract / PDF [2M]
Privacy-Preserving Multi-Keywords Search in Information Networks. Yuzhe Tang, Ling Liu. IEEE Transactions on Knowledge and Data Engineering (TKDE).
Abstract / PDF [913K]
2014
Efficient Data Mapping and Buffering Techniques for Multi-Level Cell Phase-Change Memories. HanBin Yoon, Justin Meza, Naveen Muralimanohar, Norman P. Jouppi, Onur Mutlu. ACM Transactions on Architecture and Code Optimization (TACO), Vol. 11, No. 4, December 2014. Best (student) presentation award.
Abstract / PDF [1.06M]
Research Problems and Opportunities in Memory Systems. Onur Mutlu, Lavanya Subramanian. Invited Article in Supercomputing Frontiers and Innovations (SUPERFRI), 2014.
Abstract / PDF [1.72M]
Cuckoo Filter: Practically Better Than Bloom. Bin Fan, David G. Andersen, Michael Kaminsky, and Michael D. Mitzenmacher. Proceedings of CoNEXT (CoNEXT’14), December 2014.
Abstract / PDF [343K]
Dependent Nonparametric Trees for Dynamic Hierarchical Clustering. A. Dubey, Q. Ho, S.Williamson, and E. P. Xing. Proceedings of 2014 Neural Information Processing Systems (NIPS’14), December 2014.
Abstract / PDF [1.9M]
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning. Seunghak Lee, Jin Kyu Kim, Xun Zheng, Qirong Ho, Garth Gibson, and Eric Xing. Proceedings of 2014 Neural Information Processing Systems (NIPS’14), December 2014.
Abstract / PDF [342K]
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning. S. Lee, J. K. Kim, X. Zheng, Q. Ho, G. A. Gibson, and E. P. Xing. Proceedings of 2014 Neural Information Processing Systems (NIPS’14), December 2014.
Abstract / PDF [336K]
When Twitter meets Foursquare: Tweet Location Prediction using Foursquare. Kisung Lee, Raghu Ganti, Mudhakar Srivatsa and Ling Liu. Proceedings of 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (Mobiquitous’14), December 2014. Best Paper Award.
Abstract / PDF [602K]
Balancing Context Switch Penalty and Response Time with Elastic Time Slicing. Nagakishore Jammula, Moinuddin Qureshi, Ada Gavrilovska, and Jongman Kim. Proceedings of 21st International Conference on High Performance Computing (HiPC’14), December 2014.
Abstract / PDF [546K]
FIRM: Fair and High-Performance Memory Control for Persistent Memory Systems. Jishen Zhao, Onur Mutlu, and Yuan Xie. Proceedings of 47th International Symposium on Microarchitecture (MICRO’14), December 2014.
Abstract / PDF [742K]
Managing GPU Concurrency in Heterogeneous Architectures. Onur Kayiran, Nachiappan Chidambaram Nachiappan, Adwait Jog, Rachata Ausavarungnirun, Mahmut T. Kandemir, Gabriel H. Loh, Onur Mutlu, and Chita R. Das. Proceedings of 47th International Symposium on Microarchitecture (MICRO’14), December 2014.
Abstract / PDF [2.38M]
PipeCheck: Specifying and Verifying Microarchitectural Enforcement of Memory Consistency Models. Daniel Lustig, Michael Pellauer, and Margaret Martonosi. Proceedings of 47th International Symposium on Microarchitecture (MICRO’14). December, 2014. Best Paper Finalist.
Abstract / PDF [824K]
Communication-Efficient Multi-view Keyframe Extraction in Distributed Video Sensors. Shun-Hsing Ou, Yu-Chen Lu, Jui-Pin Wang, Shao-Yi Chien, Shou-De Lin, Mi-Yen Yeh, Chia-Han Lee, Phillip B. Gibbons, V. Srinivasa Somayazulu, and Yen-Kuang Chen. Proceedings of IEEE Visual Communications and Image Processing Conference (VCIP'14), December 2014.
Abstract / PDF [3.74M]
Lightweight Authentication of Freshness in Outsourced Key-Value Stores. Yuzhe Tang, Ting Wang, Ling Liu, Xin Hu, and Jiyong Jang. Proceedings of 2014 Annual Computer Security Applications Conference (ACSAC’14), December 2014.
Abstract / PDF [460K]
Cloudlets: at the Leading Edge of Mobile-Cloud Convergence. Satyanarayanan, M., Chen, Z., Ha, K., Hu, W., Richter, W., and Pillai, P. Proceedings of MobiCASE 2014: Sixth International Conference on Mobile Computing, Applications and Services, November 2014. Invited Paper.
Abstract / PDF [859K]
Diffusion of Lexical Change in Social Media. J. Eisenstein, B. O’Connor, N. A. Smith, and E. P. Xing. PLOS ONE, volume 9, Issue 11, November 2014.
Abstract / PDF [560K] / HTML
Efficient Spatial Query Processing for Big Data. Kisung Lee, Raghu Ganti, Mudhakar Srivatsa and Ling Liu. Proceedings of ACM SIGSPATIAL 2014, November 2014.
Abstract / PDF [198K]
Exploiting Iterative-ness for Parallel ML Computations. Henggang Cui, Alexey Tumanov, Jinliang Wei, Lianghong Xu, Wei Dai, Jesse Haber-Kucharsky, Qirong Ho, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, and Eric P. Xing. Proceedings of ACM Symposium on Cloud Computing 2014 (SOCC'14), November 2014.
Abstract / PDF [608K]
Merlin: Application- and Platform-aware Resource Allocation in Consolidated Server Systems. Priyanka Tembey, Ada Gavrilovska, and Karsten Schwan. Proceedings of ACM Symposium on Cloud Computing (SOCC’14), November 2014.
Abstract / PDF [407K]
Paxos Quorum Leases: Fast Reads Without Sacrificing Writes. Iulian Moraru, David G. Andersen, and Michael Kaminsky. Proceedings of ACM Symposium on Cloud Computing (SOCC’14), November 2014. Best Paper Award.
Abstract / PDF [287K]
PriorityMeister: Tail Latency QoS for Shared Networked Storage. Timothy Zhu, Alexey Tumanov, Michael A. Kozuch, Mor Harchol-Balter, and Gregory R. Ganger. Proceedings of ACM Symposium on Cloud Computing (SOCC'14), November 2014.
Abstract / PDF [940K]
IndexFS: Scaling File System Metadata Performance with Stateless Caching and Bulk Insertion. Ren, Kai, Qing Zheng, Swapnil Patil, and Garth Gibson. Proceedings of ACM/IEEE Int'l Conf. for High Performance Computing, Networking, Storage and Analysis (SC'14), November 2014. Best Paper Award.
Abstract / PDF [939K]
Scheduling Multi-tenant Cloud Workloads on Accelerator-based Systems. Dipanjan Sengupta, Anshuman Goswami, and Karsten Schwan, Proceedings of International Conference for High Performance Computing, Networking, Storage, and Analysis (SC’14), November 2014.
Abstract / PDF [3.19M]
Fast Iterative Graph Computation: A Path Centric Approach. Pingpeng Yuan, Wenya Zhang, Changfeng Xie, Hai Jin, Ling Liu and Kisung Lee. Proceedings of IEEE International Conference for High Performance Computing, Networking, Storage and Analysis (SC’14), November 2014.
Abstract / PDF [3M]
Adversarial Active Learning. Brad Miller, Alex Kantchelian, Sadia Afroz, Rekha Bachwani, Edwin Dauber, Ling Huang, Michael Carl Tschantz, Anthony D. Joseph, and J. Doug Tygar. Proceedings of 7th ACM Workshop on Artificial Intelligence and Security (AISec’14), held in conjunction with the 21st ACM Conference on Computer and Communications, November 2014.
Abstract / PDF [1.1M]
Analyzing Log Analysis: An Empirical Study of User Log Mining. Sara Alspaugh, Betty Beidi Chen, Jessica Lin, Archana Ganapathi, Marti A. Hearst, and Randy Katz. Proceedings of Large Installation System Administration Conference (LISA’14), November 2014. Best Student Paper Award.
Abstract / PDF [748K]
BatchFS: Scaling the File System Control Plane with Client-Funded Metadata Servers. Qing Zheng, Kai Ren, and Garth Gibson. Proceedings of Parallel Data Storage Workshop (PDSW’14), co-located with the Int. Conference for High Performance Computing, Networking, Storage and Analysis, November 2014.
Abstract / PDF [146K]
SemStore: A Semantic-Preserving Distributed RDF Triple Store. Buwen Wu, Yongluan Zhou, Pingpeng Yuan, Hai Jin and Ling Liu. Proceedings of ACM International Conference on Information and Knowledge Management (CIKM’14), November 2014.
Abstract / PDF [564K]
Agility and Performance in Elastic Distributed Storage. Lianghong Xu, James Cipar, Elie Krevat, Alexey Tumanov, And Nitin Gupta, Michael A. Kozuch, Gregory R. Ganger. ACM Transactions on Storage, Vol. 10, No. 4, Article 16, October 2014.
Abstract / PDF [1.34M]
Design and Evaluation of Hierarchical Rings with Deflection Routing. Rachata Ausavarungnirun, Chris Fallin, Xiangyao Yu, Kevin Chang, Greg Nazario, Reetuparna Das, Gabriel Loh, and Onur Mutlu. Proceedings of the 26th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD’14), October 2014.
Abstract / PDF [325K]
Characterizing the Performance Effect of Trials and Rotations in Applications that use Quantum Phase Estimation. Ali JavadiAbhari, Shruti Patil, Chen-Fu Chiang, Jeff Heckey, Margaret Martonosi, and Frederic T. Chong. Proceedings of IEEE International Symposium on Workload Characterization (IISWC’14), October 2014.
Abstract / PDF [615K]
Fast and Accurate Mapping of Complete Genomics Reads. Donghyuk Lee, Farhad Hormozdiari, Hongyi Xin, Faraz Hach, Onur Mutlu, and Can Alkan. Methods, Elsevier, October 2014.
Abstract / PDF [1.25M]
Scaling Distributed Machine Learning with the Parameter Server. Mu Li, David G. Andersen, Jun Woo Park, Alexander J. Smola, Amr Ahmed, Vanja Josifovski, James Long, Eugene J. Shekita, and Bor-Yiing Su. Proceedings of 11th USENIX OSDI (OSDI’14), October 2014.
Abstract / PDF [1.17M]
GraphX: Graph Processing in a Distributed Dataflow Framework. Joseph E. Gonzalez, Reynold S. Xin, Ankur Dave, Daniel Crankshaw, Michael J. Franklin, and Ion Stoica. Proceedings of 11th USENIX OSDI (OSDI’14), October 2014.
Abstract / PDF [562K]
The Power of Choice in Data-Aware Cluster Scheduling. Shivaram Venkataraman, Aurojit Panda, Ganesh Ananthanarayanan, Michael J. Franklin, and Ion Stoica. Proceedings of 11th USENIX OSDI (OSDI’14), October 2014.
Abstract / PDF [650K]
Lightning in the Cloud: A Study of Transient Bottlenecks on n-Tier Web Application Performance. Qingyang Wang, Yasuhiko Kanemasa, Jack Li, Chien-An Lai, Chien-An Cho, Yuji Nomura, and Calton Pu. Proceedings of 2nd USENIX Conference on Timely Results in Operating Systems (TRIOS'14), October 2014.
Abstract / PDF [981K]
From Feast to Famine: Managing Mobile Resources Across Environments and Preferences. Robert Kiefer, Erik Nordstrom, Michael J. Freedman. Proceedings of 2nd USENIX Conference on Timely Results in Operating Systems (TRIOS'14), October 2014.
Abstract / PDF [352K]
ProvenanceLens: Service Provenance Management in the Cloud. Tao Li, Ling Liu, Xiaolong Zhang, Kai Xu and Chao Yang. Proceedings of 10th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom’14), October 2014.
Abstract / PDF [1.3M]
HConfig: Resource Adaptive Fast Bulk Loading in HBase. Xianqiang Bao, Ling Liu, Nong Xiao, Fang Liu, Qi Zhang, and Tao Zhu. Proceedings of 10th IEEE International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom’14), October 2014.
Abstract / PDF [848K]
Language Modeling with Power Low Rank Ensembles. A. P. Parikh, A. Saluja, C. Dyer and E. P. Xing, Proceedings of Conference on Empirical Methods on Natural Language Processing (EMNLP’14), October 2014. Best Paper Runner-up.
Abstract / PDF [392K]
The Blacklisting Memory Scheduler: Achieving High Performance and Fairness at Low Cost. Lavanya Subramanian, Donghyuk Lee, Vivek Seshadri, Harsha Rastogi, and Onur Mutlu, Proceedings of 32nd IEEE International Conference on Computer Design (ICCD’14), October 2014.
Abstract / PDF [240K]
The Heterogeneous Block Architecture. Chris Fallin, Chris Wilkerson, and Onur Mutlu. Proceedings of 32nd IEEE International Conference on Computer Design (ICCD’14), October 2014.
Abstract / PDF [308K]
Loose-Ordering Consistency for Persistent Memory. Youyou Lu, Jiwu Shu, Long Sun, and Onur Mutlu. Proceedings of 32nd IEEE International Conference on Computer Design (ICCD’14), October 2014.
Abstract / PDF [389K]
Nearly-Linear Work Parallel SDD Solvers, Low-Diameter Decomposition, and Low-Stretch Subgraphs. Guy E. Blelloch, Anupam Gupta, Ioannis Koutis, Gary L. Miller, Richard Peng, Kanat Tangwongsan. Theory of Computer Systems, Volume 55, Issue 3, October 2014.
Abstract / PDF [1M]
Multipredicate Join Algorithms for Accelerating Relational Graph Processing on GPUs. H. Wu, D. Zinn, M. Aref, and S. Yalamanchili. Proceedings of 5th International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures (ADMS’14), September 2014.
Abstract / PDF [665K]
Record Placement Based on Data Skew Using Solid State Drives. Jun Suzuki, Shivaram Venkataraman, Sameer Agarwal, Michael J. Franklin, and Ion Stoica. Proceedings of Fifth workshop on Big Data Benchmarks, Performance Optimization, and Emerging Hardware (BPOE’14) at VLDB, September 2014.
Abstract / PDF [1.24K]
Efficient Set Intersection with Simulation-Based Security. Michael J. Freedman, Carmit Hazay, Kobbi Nissim, and Benny Pinkas. IACR Journal of Cryptology (J Crypt), September 2014.
Abstract / PDF [529K]
Control Principles and On-Chip Circuits for Active Cooling Using Integrated Superlattice-Based Thin-Film Thermoelectric Devices. Borislav Alexandrov, Owen Sullivan, William J. Song, Sudhakar Yalamanchili, Satish Kumar, and Saibal Mukhopadhyay. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Volume 22, Issue 9, September 2014.
Abstract / PDF [1.6M]
Value Driven Load Balancing. Sherwin Doroudi, Esa Hyytia, and Mor Harchol-Balter. Performance Evaluation, vol. 79, September 2014.
Abstract / PDF [258K]
Scaling Queries over Big RDF Graphs with Semantic Hash Partitioning. Kisung Lee and Ling Liu, Proceedings of the 40th IEEE International Conference on Very Large Databases (VLDB’14), Sept. 2014.
Abstract / PDF [1.32M]
Efficient Coflow Scheduling with Varys. Mosharaf Chowdhury, Yuan Zhong, Ion Stoica. SIGCOMM’14, August 17–22, 2014, Chicago, IL, USA.
Abstract / PDF [3.67M]
Reducing Data Loading Bottleneck with Coarse Feature Vectors for Large Scale Learning. Shingo Takamatsu and Carlos Guestrin. BigMine’14, August 2014.
Abstract / PDF [241K]
Efficient Mini-Batch Training for Stochastic Optimization. Mu Li, Tong Zhang, Yuqiang Chen, and Alexander J. Smola. Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD’14), August 2014.
Abstract / PDF [546K]
Jointly Modeling Aspects, Ratings and Sentiments for Movie Recommendations. Qiming Diao, Minghui Qiu, Chao-Yuan Wu, Alexander J. Smola, Jing Jiang, and Chong Wang. Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD’14), August 2014.
Abstract / PDF [208K]
Better Logging to Improve Interactive Data Analysis Tools. Sara Alspaugh, Archana Ganapathi, Marti A. Hearst, and Randy Katz. Proceedings of Workshop on Interactive Data Exploration and Analytics (IDEA’14), co-located with KDD, August 2014.
Abstract / PDF [872K]
Using RDMA Efficiently for Key-Value Services. Anuj Kalia, Michael Kaminsky, and David G. Andersen, Proceedings of ACM SIGCOMM (SIGCOMM’14), August 2014.
Abstract / PDF [462K]
A Brief Overview of the NEBULA Future Internet Architecture. Tom Anderson, Ken Birman, Robert Broberg, Matthew Caesar, Douglas Comer, Chase Cotton, Michael J. Freedman, Andreas Haeberlen, Zachary G. Ives, Arvind Krishnamurthy, William Lehr, Boon Thau Loo, David Mazières, Antonio Nicolosi, Jonathan M. Smith, Ion Stoica, Robbert van Renesse, Michael Walfish, Hakim Weatherspoon, Christopher S. Yoo, ACM SIGCOMM Computer Communication Review (CCR), Volume 44, Issue 3, July 2014.
Abstract / PDF [2.24M]
I Know Why You Went to the Clinic: Risks and Realization of HTTPS Traffic Analysis. Brad Miller, Ling Huang, Anthony D. Joseph, and J. D. Tygar. Proceedings of Privacy Enhancing Technologies Symposium (PETS’14), July 2014.
Abstract / PDF [471K]
Slices: Provisioning Heterogeneous HPC Systems. Alexander Merritt, Naila Farooqui, Magdalena Slawiñska, Ada Gavrilovska, Karsten Schwan, and Vishakha Gupta. Proceedings of XSEDE’14, July 2014.
Abstract / PDF [460K]
HONE: Joint Host-Network Traffic Management in Software-Defined Networks. Peng Sun, Minlan Yu, Michael J. Freedman, Jennifer Rexford, and David Walker. Journal of Network and Systems Management (JNSM '14), July 2014.
Abstract / PDF [365K]
Will They Blend?: Exploring Big Data Computation atop Traditional HPC NAS Storage, Ellis Wilson, Mahmut Kandemir and Garth Gibson, Proceedings of 34th IEEE International Conference on Distributed Computing Systems (ICDCS’14), June-July 2014.
Abstract / PDF [337K]
GraphLens: Mining Enterprise Storage Workloads Using Graph, Yang Zhou, Sangeetha Seshadri, Larry Chiu and Ling Liu, IEEE 2nd International Congress on Big Data (Big Data’14), June-July 2014.
Abstract / PDF [11.1M]
Improving Hadoop Service Provisioning in A Geographically Distributed Cloud, Qi Zhang, Ling Liu, Aameek Singh, Nagapramod Mandagere, Sandeep Gopisetty, Gabriel Alatorre, Kisung Lee and Yang Zhou, Proceedings of IEEE 7th Int. Conf. on Cloud Computing (Cloud’14), June-July 2014.
Abstract / PDF [1.1M]
Improving MapReduce Performance in a Heterogeneous Cloud: A Measurement Study, Xu Zhao, Ling Liu, Qi Zhang, and Xiaoshe Dong, Proceedings of IEEE 7th Int. Conf. on Cloud Computing (Cloud’14), June-July 2014.
Abstract / PDF [541K]
IO Performance Interference among Consolidated n-Tier Applications Sharing is Better than Isolation, Again, Chien-An Lai, Qingyang Wang, Josh Kimball, Jack Li, Junhee Park, and Calton Pu, Proceedings of IEEE 7th Int. Conf. on Cloud Computing (Cloud’14), June-July 2014.
Abstract / PDF [329K]
HeteroCheckpoint: Efficient Checkpointing for Accelerator-Based Systems. Sudarsun Kannan, Naila Farooqui, Ada Gavrilovska, and Karsten Schwan. Proceedings of International Conference on Dependable Systems and Networks (DSN’14), June 2014.
Abstract / PDF [259K]
Stochastic Gradient Hamiltonian Monte Carlo. Tianqi Chen, Emily B. Fox, and Carlos Guestrin. Proceedings of 31st International Conference on Machine Learning (ICML’14), June 2014.
Abstract / PDF [477K]
Learning Everything about Anything: Webly-Supervised Visual Concept Learning. Santosh Kumar Divvala, Ali Farhadi, and Carlos Guestrin. Proceedings of CVPR’14, June 2014.
Abstract / PDF [1.35M]
Sharp Threshold for Multivariate Multi-Response Linear Regression via Block Regularized Lasso. W. Wang, Y. Liang and E. P. Xing, IEEE Transactions on Information Theory, in press, 2014.
Abstract / PDF [513K]
Knowing When You're Wrong: Building Fast and Reliable Approximate Query Processing Systems, Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Barzan Mozafari, Michael Jordan, Samuel Madden, and Ion Stoica, Proceedings of ACM SIGMOD (SIGMOD’14), June 2014.
Abstract / PDF [700K]
Neighbor-Cell Assisted Error Correction for MLC NAND Flash Memories, Yu Cai, Gulay Yalcin, Onur Mutlu, Eric Haratsch, Osman Unsal, Adrian Cristal, and Ken Mai, Proceedings of the ACM International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS’14), June 2014.
Abstract / PDF [7.9M]
The Efficacy of Error Mitigation Techniques for DRAM Retention Failures: A Comparative Experimental Study, Samira Khan, Donghyuk Lee, Yoongu Kim, Alaa Alameldeen, Chris Wilkerson, and Onur Mutlu, Proceedings of the ACM International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS’14), June 2014.
Abstract / PDF [8M]
Toward Combining Online & Offline Management of Big Data Applications, Brian Laub, Chengwei Wang, Karsten Schwan, and Chad Huneycutt, MBDS Track, ACM International Conference on Autonomic Computing (ICAC’14), June 2014.
Abstract / PDF [1.37M]
Towards Wearable Cognitive Assistance, Kiryong Ha, Zhuo Chen, Wenlu Hu, Wolfgang Richter, Padmanabhan Pillai, and Mahadev Satyanarayanan, Proceedings of the 12th ACM International Conference on Mobile Computing, Systems and Services (MobiSys’14), June 2014.
Abstract / PDF [1.5M]
Phase-Concurrent Hash Tables for Determinism, Julian Shun and Guy Blelloch, Proceedings of the 26th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA’14), June 2014.
Abstract / PDF [324K]
Beyond Synchronous: New Techniques for External Memory Graph Algorithms, Aapo Kyrola, Julian Shun, and Guy Blelloch, Proceedings of the Symposium on Experimental Algorithms (SEA’14), June 2014.
Abstract / PDF [518K]
Characterizing Application Memory Error Vulnerability to Optimize Data Center Cost via Heterogeneous-Reliability Memory, Yixin Luo, Sriram Govindan, Bikash Sharma, Mark Santaniello, Justin Meza, Aman Kansal, Jie Liu, Badriddine Khessib, Kushagra Vaid, and Onur Mutlu, Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN’14), June 2014.
Abstract / PDF [1.6M]
ELF: Efficient Lightweight Fast Stream Processing at Scale, Liting Hu, Karsten Schwan, Hrishikesh Amur, and Xin Chen, Annual Usenix Technical Conference (ATC’14), June 2014.
Abstract / PDF [652K]
Gleaner: Mitigating the Blocked-Waiter Wakeup Problem for Virtualized Multicore Applications, Xiaoning Ding, Phillip B. Gibbons, Michael A. Kozuch, Jianchen Shan, 20th Usenix Annual Technical Conference (ATC'14), June 2014.
Abstract / PDF [386K]
Exploring Graph Analytics for Cloud Troubleshooting. Chengwei
Wang, Karsten Schwan, Brian Laub, Mukil Kesavan, Ada Gavrilovska.
International Conference on Autonomic Computing (ICAC'14), ACM short paper,
June 2014.
Abstract / PDF [687K]
Exact Analysis of the M/M/k/setup Class of Markov Chains via Recursive Renewal Reward. Anshul Gandhi, Sherwin Doroudi, Mor
Harchol-Balter, Alan Scheller-Wolf. Queueing Systems: Theory and
Applications vol. 77, no. 2, 2014, pp. 177-209. June 2014.
Abstract / PDF [702K]
Flipping Bits in Memory Without Accessing Them: An Experimental Study of DRAM Disturbance Errors. Yoongu Kim, Ross Daly, Jeremie Kim, Chris
Fallin, Ji Hye Lee, Donghyuk Lee, Chris Wilkerson, Konrad Lai, Onur
Mutlu. Proceedings of the 41st International Symposium on Computer
Architecture (ISCA'14), June 2014.
Abstract / PDF [827K]
The Dirty-Block Index. Vivek Seshadri, Abhishek Bhowmick, Onur
Mutlu, Phillip B. Gibbons, Michael A. Kozuch, Todd C. Mowry.
Proceedings of the 41st International Symposium on Computer Architecture
(ISCA'14), June 2014.
Abstract / PDF [2.35M]
Exploiting Bounded Staleness to Speed up Big Data Analytics. Henggang Cui, James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Abhimanu Kumar Jinliang Wei, Wei Dai, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing. 2014 USENIX Annual Technical Conference (ATC'14). June 19-20, 2014. Philadelphia, PA.
Abstract / PDF [731K]
Attack-resilient Mix-zones over Road Networks: Architecture and Algorithms. Balaji Palanisamy, Ling Liu. IEEE Transactions on Mobile Computing (TMC), May 2014.
Abstract / PDF [5.7M]
Don't Settle for Eventual Consistency, Wyatt Lloyd, Michael J. Freedman, Michael Kaminsky, David G. Andersen. Communications of the ACM (CACM), 57(5), May 2014.
Abstract / PDF [684K]
The Cost of Fault Tolerance in Multi-Party Communication Complexity. Binbin Chen, Haifeng Yu, Yuda Zhao, Phillip B. Gibbons. Journal of the ACM, May 2014.
Abstract / PDF [448K]
A Technology Probe of Wearable In-Home Computer-Assisted Physical
Therapy. Kevin Huang, Patrick J. Sparto, Sara Kiesler, Asim Smailagic,
Jennifer Mankoff, Dan Siewiorek. The 32nd Annual ACM Conference on Human
Factors in Computing Systems (CHI'14), May 2014.
Abstract / PDF[704K]
The Cost of Fault Tolerance in Multi-Party Communication Complexity. by Binbin Chen, Haifeng Yu, Yuda Zhao, Phillip B. Gibbons.
Journal of the ACM, May 2014.
Abstract / PDF [1.12M]
MapReduce Analysis for Cloud-archived Data. Balaji Palanisamy,
Aameek Singh, Nagapramod Mandagere, Gabriel Alatorre, Ling Liu.
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, Cloud
and Grid Computing (CCGrid'14), May 2014.
Abstract / PDF [1.2M]
Flexpath: Type-Based Publish/Subscribe System for Large-scale Science Analytics. Jai Dayal, Drew Bratcher, Greg Eisenhauer, Karsten
Schwan, Matthew Wolf, Xuechen Zhang, Hasan Abbasi, Scott Klasky, Norbert
Podhorszki. Proceedings of the 14th IEEE/ACM International Symposium on
Cluster, Cloud and Grid Computing (CCGrid'14), May 2014.
Abstract / PDF [895K]
Attack-resilient Mix-zones over Road Networks: Architecture and Algorithms. Balaji Palanisamy, Ling Liu. IEEE Transactions on Mobile
Computing (TMC), May 2014.
Abstract / PDF [5.77M]
Cost-effective Resource Provisioning for MapReduce in a Cloud.
Balaji Palanisamy, Aameek Singh, Ling Liu. IEEE Transactions on Parallel
and Distributed Systems (TPDS), May 2014.
Abstract / PDF [6.54M]
Bounding Memory Interference Delay in COTS-based Multi-Core Systems. Hyoseung Kim, Dionisio de Niz, Bjorn Andersson, Mark Klein, Onur
Mutlu, Ragunathan (Raj) Rajkumar. Proceedings of the 20th IEEE Real-Time
and Embedded Technology and Applications Symposium (RTAS'14), April 2014.
Abstract / PDF [2.5M]
So, You Want to Trace Your Distributed System? Key Design Insights from Years of Practical Experience. Raja R. Sambasivan, Rodrigo Fonseca,
Ilari Shafer, Gregory R. Ganger. Carnegie Mellon University Parallel
Data Lab Technical Report CMU-PDL-14-102, April 2014.
Abstract / PDF [870K]
Aggregation and Degradation in JetStream: Streaming Analytics in the Wide Area. Ariel Rabkin, Matvey Arye, Siddhartha Sen, Vivek S. Pai,
Michael J. Freedman. 11th USENIX Symposium on Networked Systems Design and
Implementation (NSDI'14), April 2014.
Abstract / PDF [422K]
MICA: A Holistic Approach to Near-Line-Rate In-Memory Key-Value Caching on General-Purpose Hardware. Hyeontaek Lim, Dongsu Han, David G.
Andersen, Michael E. Kaminsky. 11th USENIX Symposium on Networked
Systems Design and Implementation (NSDI'14), April 2014.
Abstract / PDF [1.36M]
GRASS: Trimming Stragglers in Approximation Analytics. Ganesh
Ananthanarayanan, Michael Chien-Chun Hung, Xiaoqi Ren, Ion Stoica, Adam
Wierman, Minlan Yu. 11th USENIX Symposium on Networked Systems Design
and Implementation ( NSDI'14), April 2014.
Abstract / PDF [702K]
Personal Clouds: Sharing and Integrating Networked Resources to Enhance End User Experiences. Minsung Jang, Karsten Schwan, Ketan Bhardwaj,
Ada Gavrilovska, Adhyas Avasthi. The 33rd IEEE International Conference
on Computing Communications (Infocom), April 2014.
Abstract / PDF [566K]
Algorithmic Improvements for Fast Concurrent Cuckoo Hashing.
Xiaozhou Li, David G. Andersen, Michael A. Kaminsky, Michael J.
Freedman. Proceedings of the European Conference on Computer Systems
(EuroSys '14), April 2014.
Abstract / PDF [4.3M]
From Application Requests to Virtual IOPs: Provisioned Key-value Storage with Libra. David Shue, Michael J. Freedman. Proceedings of the
European Conference on Computer Systems (EuroSys '14), April 2014.
Abstract / PDF [590K]
Efficient Instrumentation of GPUGPU Programs using Information Flow Analysis and Symbolic Execution. Naila Farooqui, Karsten Schwan,
Sudhakar Yalamanchili. Proceedings of Seventh Workshop on General-Purpose Computation on Graphics Processing Units (GPGPU-7), March 2014.
Abstract / PDF [231K]
Guardrail: A High Fidelity Approach to Protecting Hardware Devices from Buggy Drivers. Olatunji Ruwase, Phillip B. Gibbons, Michael A. Kozuch, Todd Mowry. 19th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'14), March 2014.
Abstract / PDF [744K]
ParallelJS: An Execution Framework for Javascript on Heterogeneous Systems. J. Wang, N. Rubin, S. Yalamanchili. Proceedings of Seventh Workshop on General-Purpose Computation on Graphics Processing Units (GPGPU-7), March 2014.
Abstract / PDF [558K]
Agentless Cloud-wide Streaming of Guest File System Updates. Wolfgang Richter, Canturk Isci, Jan Harkes, Benjamin Gilbert, Vasanth Bala, Mahadev Satyanarayanan. The Second IEEE Conference on Cloud Engineering (IC2E'14), March 2014.
Abstract / PDF [978K]
GraphX: Unifying Data-Parallel and Graph-Parallel Analytics. Reynold Xin, Dan Crankshaw, Ankur Dave, Joseph Gonzalez, Michael Franklin, Ion Stoica. ArXiv, February 2014.
Abstract / PDF [503K]
Red Fox: An Execution Environment for Accelerating Relational Queries using GPUs. H. Wu, G. Diamos, T. Sheard, M. Aref, S. Yalamanchili. IEEE/ACM International Symposium on Code Generation and Optimization (CGO'14), February 2014.
Abstract / PDF [670K]
Reducing the Cost of Persistence for Nonvolatile Heaps in End User Devices. Sudarsun Kannan, Ada Gavrilovska, Karsten Schwan. Proceedings of the 20th International Symposium on High-Performance Computer Architecture (HPCA'14), February 2014.
Abstract / PDF [619K]
QuiltView: Glass-Sourced Video for Google Maps Queries. Zhuo Chen, Wenlu Hu, Kiryong Ha, Jan Harkes, Benjamin Gilbert, Jason Hong, Asim Smailagic, Dan Siewiorek, Mahadev Satyanarayanan. The 15th International Workshop on Mobile Computing Systems and Applications (HotMobile'14), February 2014.
Abstract / PDF [4.51M]
SpringFS: Bridging Agility and Performance in Elastic Distributed Storage.
Lianghong Xu, James Cipar, Elie Krevat, Alexey Tumanov,
Nitin Gupta, Michael A. Kozuch, Gregory R. Ganger. 12th USENIX Conference on File and Storage Technologies (FAST '14), Santa Clara, CA, February 17–20, 2014.
Abstract / PDF [356K]
2013
ADAM: Genomics Formats and Processing Patterns for Cloud Scale Computing. Matt Massie, Frank Nothaft, Christopher Hartl, Christos Kozanitis, Andre Schumacher, Anthony D. Joseph, David A. Patterson. Berkeley Technical Report No. UCB/EECS-2013-207, December 2013.
Abstract / PDF [1.2M]
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server. Q. Ho, J. Cipar, H. Cui, S. Lee, J. Kim, P. Gibbons, G. Gibson, G. Ganger, and E. Xing, Neural Information Processing Systems Conference (NIPS’13), December 2013.
Abstract / PDF [2.64M] / Appendix
Distributed Delayed Proximal Gradient Methods. Mu Li, Dave Andersen, and Alex Smola, Workshop on OPT2013: Optimization for Machine Learning, with NIPS’13, December 2013.
Abstract / PDF [237K]
Parameter Server for Distributed Machine Learning. Mu Li, Li Zhou, Zichao Yang, Aaron Li, Fei Xia, David G. Andersen, Alexander Smola. Workshop on Big Learning: Advances in Algorithms and Data Management, with NIPS’13, December 2013.
Abstract / PDF [216K]
Visualizing Request-flow Comparison to Aid Performance Diagnosis in Distributed Systems. Raja R. Sambasivan, Ilari Shafer, Michelle L. Mazurek, and Gregory R. Ganger, Transactions on Visualization and Computer Graphics (Proceedings Information Visualization 2013), vol. 19, no. 12, Dec. 2013.
Abstract / PDF [1.9M] / TRAILER VIDEO [5.6M] / VIDEO [17.9M]
Consistent, Durable, and Safe Memory Management for Byte-addressable Non Volatile Main Memory. Iulian Moraru, David G. Andersen, Michael Kaminsky, Parthasarathy Ranganathan, Niraj Tolia, and Nathan Binkert, First ACM Conference on Timely Results in Operating Systems (TRIOS’13), with SOSP’13, November 2013.
Abstract / PDF [967K]
inTune: Coordinating Multicore Islands to Achieve Global Policy Objectives. Priyanka Tembey, Ada Gavriloska, and Karsten Schwan, First ACM Conference on Timely Results in Operating Systems (TRIOS’13), with SOSP’13, November 2013.
Abstract / PDF [550K]
NVM Heaps for Accelerating Browser-based Applications. Sudarsan Kannan, Ada Gavrilvoska, and Karsten Schwan, Workshop on Interactions of NVM/Flash with Operating-Systems and Workloads (INFLOW’13), with SOSP’13, November 2013.
Abstract / PDF [309K]
Efficient Data Partitioning Model for Heterogeneous Graphs in the Cloud. Kisung Lee and Ling Liu, IEEE international Conference for High Performance Computing, Networking, Storage and Analysis (SC2013), November 2013.
Abstract / PDF [869K]
Sparrow: Distributed, Low Latency Scheduling. Kay Ousterhout, Patrick Wendell, Matei Zaharia, and Ion Stoica, 24th ACM Symposium on Operating Systems Principles (SOSP'13), November 2013.
Abstract / PDF [584K]
There Is More Consensus in Egalitarian Parliaments. Iulian Moraru, David G. Andersen, and Michael Kaminsky, 24th ACM Symposium on Operating Systems Principles (SOSP'13), November 2013.
Abstract / PDF [713K]
PARROT: A Practical Runtime for Deterministic, Stable, and Reliable Threads. Heming Cui, Jiri Simsa, Yi-Hong Lin, Hao Li, Ben Blum, Xinan Xu, Junfeng Yang, Garth A. Gibson, and Randal E. Bryant, 24th ACM Symposium on Operating Systems Principles (SOSP'13), November 2013.
Abstract / PDF [568K]
Discretized Streams: Fault-Tolerant Streaming Computation at Scale. Matei Zaharia, Tathagata Das, Haoyuan Li, Timothy Hunter, Scott Shenker, and Ion Stoica, 24th ACM Symposium on Operating Systems Principles (SOSP'13), November 2013.
Abstract / PDF [584K]
The Role of Cloudlets in Hostile Environments. M. Satyanarayanan, G. Lewis, E. Morris, S. Simanta, J. Boleng, and K. Ha, IEEE Pervasive Computing (PerCom’13), October 2013.
Abstract / PDF [3.8M]
LightTx: A Lightweight Transactional Design in Flash-based SSDs to Support Flexible Transactions. Youyou Lu, Jiwu Shu, Jia Guo, Shuai Li, and Onur Mutlu, 31st IEEE International Conference on Computer Design (ICCD’13), October 2013.
Abstract / PDF [262K]
Memory-Efficient GroupBy-Aggregate using Compressed Buffer Trees. Hrishikesh Amur, Wolfgang Richter, David G. Andersen, Michael Kaminsky, Karsten Schwan, Athula Balanachandran, and Erik Zawadzki, 4th ACM Symposium on Cloud Computing (SOCC’13), October 2013.
Abstract / PDF [944K]
vTube: Efficient Streaming of Virtual Appliances Over Last-Mile Networks. Yoshihisa Abe, Roxana Geambasu, Kaustubh Joshi, H. Andres Lagar-Cavilla, and Mahadev Satyanarayanan, 4th ACM Symposium on Cloud Computing (SOCC’13), October 2013.
Abstract / PDF [1M]
Hierarchical Scheduling for Diverse Datacenter Workloads. Arka Bhattacharya, Eric Friedman, Ali Ghodsi, Scott Shenker, and Ion Stoica, 4th ACM Symposium on Cloud Computing (SOCC’13), October 2013.
Abstract / PDF [951K]
An Infrastructure for Automating Large-scale Performance Studies and Data Processing. Deepal Jayasinghe, Josh Kimball, Tao Zhu, Siddharth Choudhary, and Calton Pu, IEEE Big Data Conference (IEEE BigData’13), October 2013.
Abstract / PDF [214K]
Iterative Row Sampling. Mu Li, Gary L. Miller, and Richard Peng, 54th Annual IEEE Symposium on Foundations of Computer Science (FOCS’13), October 2013.
Abstract / PDF [603K]
Performance Troubleshooting in Datacenters. Chengwei Wang, Soila Pertet Kavulya, Jiaqi Tan, Michael Kasick, Liting Hu, Mahendra Kutare, Priya Narasimham, Karsten Schwan, and Rajeev Gandhi, Operating Systems Review, October 2013.
Abstract / PDF [202K]
Road-Network Aware Trajectory Clustering: Integrating Locality, Flow and Density. Binh Han, Ling Liu. IEEE Transactions on Mobile Computing, vol. 12, September 2013.
Abstract / PDF [2.2M]
Who Is Your Neighbor: Net I/O Performance Interference in Virtualized Clouds. Xing Pu, Ling Liu, Yiduo Mei, Sankaran Sivathanu, Younggyun Koh, Calton Pu, Yuanda Cao. IEEE Transactions on Services Computing, VOL. 6, NO. 3, July-September, 2013.
Abstract / PDF [2.24M]
Core Groups: System Abstractions for Extending the Dynamic Range of Client Devices using Heterogeneous Cores. Vishal Gupta, Paul Brett, David Koufaty, Dheeraj Reddy, Scott Hahn, Karsten Schwan, and Ganapati Srinivasa, Elsevier Journal of Sustainable Computing (SUSCOM), 3(3), selected papers from the 2012 IEEE International Green Computing Conference, September 2013.
Abstract / PDF [1.6M]
Oncilla: A GAS Runtime for Efficient Resource Allocation and Data Movement in Accelerated Clusters. J. Young, S. H. Shon, S. Yalamanchili, A. Merrit, K. Schwan and H. Froening, IEEE International Conference on Cluster Computing (Cluster’13), September 2013.
Abstract / PDF [1.12M]
Effective Mix-zone Anonymization for Mobile Travelers. Balaji Palanisamy and Ling Liu, Geoinformatica, Springer, online first, 2013.
Abstract / PDF [1.4M]
Delay-tolerant Mix-zones on Road Networks. Balaji Palanisamy, Ling Liu, Kisung Lee, Shicong Meng, and Yuzhe Tang, Distributed and Parallel Databases, Springer, online first, 2013.
Abstract / PDF [1.66M]
Enhanced Monitoring-as-a-Service for Effective Cloud Management. Shicong Meng and Ling Liu, IEEE Transactions on Computers, 62(9), September 2013.
Abstract / PDF [1.1M]
Starchart: Hardware/Software Optimization Using Recursive Partitioning Regression Trees. Wenhao Jia, Kelly A. Shaw, and Margaret Martonosi, 22nd ACM International Conference on Parallel Architectures and Compilation Techniques (PACT’13), September 2013.
Abstract / PDF [418K]
Who Is Your Neighbor: Net I/O Performance Interference in Virtualized Clouds. Xing Pu, Ling Liu, Yiduo Mei, Sankaran Sivathanu, Younggyun Koh, Calton Pu and Yuanda Cao, IEEE Transactions on Services Computing, vol 6, 2013.
Abstract / PDF [2.7M]
Developing a Predictive Model of Quality of Experience for Internet Video. Athula Balachandran, Vyas Sekar, Aditya Akella, Srinivasan Seshan, Ion Stoica, and Hui Zhang, ACM SIGCOMM 2013 Conference (SIGCOMM’13), August 2013.
Abstract / PDF [821K]
TripleBit: a Fast and Compact System for Large Scale RDF Data. Pingpeng Yuan, Pu Liu, Buwen Wu, Hai Jin, Wenya Zhang, and Ling Liu, 39th International Conference on Very Large Databases (VLDB’13), August 2013.
Abstract / PDF [4.7M]
A Fast and Compact Indexing Technique for Moving Objects. Yonghun Park, Ling Liu, and Jaesoo Yoo, 14th IEEE International Conference on Information Reuse and Integration (IRI’13), August 2013.
Abstract / PDF [590K]
An Automated Approach to Create, Store, and Analyze Large-scale Experimental Data in Clouds. Deepal Jayashinghe, Josh Kimball, Siddarth Choudhary, Tao Zhu, and Calton Pu, 14th IEEE International Conference on Information Reuse and Integration (IRI’13), August 2013.
Abstract / PDF [522K]
Leveraging Endpoint Flexibility in Data-intensive Clusters. Mosharaf Chowdhury, Srikanth Kandula, and Ion Stoica, ACM SIGCOMM 2013 Conference (SIGCOMM’13), August 2013.
Abstract / PDF [2.27M]
A General Bootstrap Performance Diagnostic. Ariel Kleiner, Ameet Talwalkar, Sameer Agarwal, Ion Stoica, and Michael I. Jordan, 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'13), August 2013.
Abstract / PDF [329K]
Cuckoo Filter: Better Than Bloom. Bin Fan, David G. Andersen, and Michael Kaminsky, USENIX;login, 38(4), August 2013.
Abstract / PDF [470K]
A Short Primer on Causal Consistency. Wyatt Lloyd, Michael J. Freedman, Michael Kaminsky, and David G. Andersen, USENIX;login, 38(4), August 2013
Abstract / PDF [328K]
Volley: Violation Likelihood Based State Monitoring for Datacenters. Shicong Meng, Arun Iyengar, Isabelle Rouvellou and Ling Liu, 33rd IEEE Int. Conf. on Distributed Computing Systems (ICDCS’13), July 2013.
Abstract / PDF [624K]
Cache Topology Aware Mapping of Stream Processing Applications onto CMPs. Fang Zheng, Chitra Venkatramani, Karsten Schwan, and Rohit Wagle, 33rd IEEE International Conference on Distributed Computing Systems (ICDCS’13), July 2013.
Abstract / PDF [438K]
Residency Aware Inter-VM Communication in Virtualized Cloud: Performance Measurement and Analysis. Qi Zhang, Ling Liu, Yi Ren, Kisung Lee, Yuzhe Tang, Xu Zhao, and Yang Zhou. 6th IEEE International Conference on Cloud Computing (CLOUD’13), June-July, 2013.
Abstract / PDF [428K]
Secure Cloud Storage Service with An Efficient DOKS Protocol. ZhengTao Jiang and Ling Liu, IEEE 10th International Conference on Services Computing (SCC’13), June-July 2013.
Abstract / PDF [442K]
Performance Overhead Among Three Hypervisors: An Experimental Study using Hadoop Benchmarks. Jack Li, Qingyang Wang, Deepal Jayasinghe, Junhee Park, Tao Zhu, and Calton Pu, 2nd IEEE International Congress on Big Data (BigData’13), June-July 2013.
Abstract / PDF [218K]
A Case for Efficient Hardware-Software Cooperative Coordinated Management of Storage and Memory. Justin Meza, Yixin Luo, Samira Khan, Jishen Zhao, Yuan Xie, and Onur Mutlu. Proceedings of the 5th Workshop on Energy-Efficient Design (WEED), Tel-Aviv, Israel, June 2013.
Abstract / PDF [667K]
An Experimental Study of Data Retention Behavior in Modern DRAM Devices: Implications for Retention Time Profiling Mechanisms. Jamie Liu, Ben Jaiyen, Yoongu Kim, Chris Wilkerson, and Onur Mutlu. Proceedings of the 40th International Symposium on Computer Architecture (ISCA), Tel-Aviv, Israel, June 2013.
Abstract / PDF [704K]
Utility-Based Acceleration of Multithreaded Applications on Asymmetric CMPs. Jose A. Joao, M. Aater Suleman, Onur Mutlu, and Yale N. Patt. Proceedings of the 40th International Symposium on Computer Architecture (ISCA), Tel-Aviv, Israel, June 2013.
Abstract / PDF [292K]
Orchestrated Scheduling and Prefetching for GPGPUs. Adwait Jog, Onur Kayiran, Asit K. Mishra, Mahmut T. Kandemir, Onur Mutlu, Ravishankar Iyer, and Chita R. Das. Proceedings of the 40th International Symposium on Computer Architecture (ISCA), Tel-Aviv, Israel, June 2013.
Abstract / PDF [441K]
A Heterogeneous Multiple Network-on-Chip Design: An Application-Aware Approach. Asit K. Mishra, Onur Mutlu, and Chita R. Das. Proceedings of the 50th Design Automation Conference (DAC), Austin, TX, June 2013.
Abstract / PDF [769K]
Specialized Storage for Big Numeric Time Series. Ilari Shafer, Raja R. Sambasivan, Anthony Rowe, Gregory R. Ganger. Proceedings of the 5th Workshop on Hot Topics in Storage and File Systems (HotStorage 2013), June 2013.
Abstract / PDF [161K]
TABLEFS: Enhancing Metadata Efficiency in the Local File System. Kai Ren, Garth Gibson. The 2013 USENIX Annual Technical Conference, June 2013.
Abstract / PDF [867K]
Exact Analysis of the M/M/k/setup Class of Markov Chains via Recursive Renewal Reward. Anshul Gandhi, Sherwin Doroudi, Mor Harchol-Balter, and Alan Scheller-Wolf, ACM SIGMETRICS 2013 Conference on Measurement and Modeling of Computer Systems (SIGMETRICS’13), June 2013.
Abstract / PDF [657K]
I/O Acceleration with Pattern Detection. Jun He, John Bent, Aaron Torres, Gary Grider, Garth Gibson, Carlos Maltzahn, Xian-He Sun. The 22nd Int. ACM Symposium on High Performance Parallel and Distributed Computing (HPDC'13), New York City, June 2013.
Abstract / PDF [458K]
Exact Analysis of the M/M/k/setup Class of Markov Chains via Recursive Renewal Reward. Anshul Gandhi, Sherwin Doroudi, Mor Harchol-Balter and Alan Scheller-Wolf. Proceedings of ACM SIGMETRICS 2013 Conference on Measurement and Modeling of Computer Systems. Pittsburgh, PA, June 2013.
Abstract / PDF [441K]
Volley: Violation Likelihood Based State Monitoring for Dataceners. Shicong Meng, Arun Iyengar, Isabelle Rouvellou and Ling Liu. Proceedings of 2013 IEEE Int. Conf. on Distributed Computing Systems (ICDCS 2013), Philadelphia, June 2013.
Abstract / PDF [896K]
Multi-tenancy on GPGPU-based Servers. Dipanjan Sengupta, Raghavendra Belapure and Karsten Schwan, 7th International Workshop on Virtualization Technologies in Distributed Computing (VTDC'13), June 2013.
Abstract / PDF [1.34M]
Scalable Crowd-Sourcing of Video from Mobile Devices. Pieter Simoens, Yu Xiao, Padmanabhan Pillai, Zhuo Chen, Kiryong Ha, and Mahadev Satyanarayanan, 11th International Conference on Mobile Systems, Applications, and Services (MobiSys’13), June 2013.
Abstract / PDF [3.34M]
Just-in-Time Provisioning for Cyber Foraging. Kiryong Ha, Padmanabhan Pillai, Wolfgang Richter, Yoshihisa Abe, and Mahadev Satyanarayanan, 11th International Conference on Mobile Systems, Applications, and Services (MobiSys’13), June 2013.
Abstract / PDF [2.29M]
A Hidden Cost of Virtualization when Scaling Multicore Applications. Xiaoning Ding, Michael A. Kozuch, and Phillip B. Gibbons, 5th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud'13), June 2013.
Abstract / PDF [156K]
Shark: SQL and Rich Analytics at Scale. Reynold S. Xin, Josh Rosen, Matei Zaharia, Michael J. Franklin, Scott Shenker, and Ion Stoica, ACM SIGMOD International Conference on Management of Data (SIGMOD’13), June 2013.
Abstract / PDF [649K]
Bolt-on Causal Consistency. Peter Bailis, Ali Ghodsi, Joseph M. Hellerstein, and Ion Stoica, ACM SIGMOD International Conference on Management of Data (SIGMOD’13), June 2013.
Abstract / PDF [351K]
GraphX: A Resilient Distributed Graph System on Spark. Reynold S. Xin, Joseph E. Gonzalez, Michael J. Franklin, and Ion Stoica. First International Workshop on Graph Data Management Experiences and Systems (GRADES’13), June 2013.
Abstract / PDF [181K]
Software-Controlled Transparent Management of Heterogeneous Memory Resources in Virtualized Systems. Min Lee, Vishal Gupta, and Karsten Schwan, 8th ACM SIGPLAN Workshop on Memory Systems Performance and Correctness (MSPC’13), June 2013.
Abstract / PDF [549K]
Automating the Debugging of Datacenter Applications with ADDA. Cristian Zamfir, Gautam Altekar, and Ion Stoica, 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN’13), June 2013.
Abstract / PDF [175K]
Computing Infrastructure for Big Data Processing. Ling Liu, Frontiers of Computer Science, 2013.
Abstract / PDF [242K]
M/G/k with Staggered Setup. Anshul Gandhi and Mor Harchol-Balter. OR Letters, vol. 41, no. 4, pp. 317-320.
Abstract / PDF [419K]
Space-Efficient, High-Performance Rank & Select Structures. Dong Zhou, David G. Andersen, and Michael Kaminsky, 12th International Symposium on Experimental Algorithms (SEA'13), June 2013.
Abstract / PDF [1.62M]
Kinship: Resource Management for Performance and Functionally Asymmetric Platforms. Vishakha Gupta, Rob Knauerhase, Paul Brett, and Karsten Schwan, ACM International Conference on Computing Frontiers (CF'13), May 2013.
Abstract / PDF [228K]
Cura: A Cost-optimized Model for MapReduce in a Cloud. Balaji Palanisamy, Aameek Singh, Ling Liu, and Bryan Langston, 27th IEEE International Parallel & Distributed Processing Symposium (IPDPS'13), May 2013.
Abstract / PDF [2.18M]
FlexIO: I/O Middleware for Location-Flexible Scientific Data Analytics. Fang Zheng, Hongbo Zou, Greg Eisenhauer, Karsten Schwan, Matthew Wolf, Jai Dayal, Tuan-Anh Nguyen, Jianting Cao, Hasan Abbasi, Scott Klasky, Norbert Podhorszki, and Hongfeng Yu, 27th IEEE International Parallel and Distributed Processing Symposium (IPDPS'13), May 2013.
Abstract / PDF [265K]
I/O Containers: Managing the Data Analytics and Visualization Pipelines of High End Codes. Jai Dayal, Karsten Schwan, Jay Lofstead, Matthew Wolf, Scott Klasky, Hasan Abbasi, Norbert Podhorszki, Greg Eisenhauer, and Fang Zhen, International Workshop on High Performance Data Intensive Computing (HPDIC'13), with IPDPS 2013, May 2013. Best paper.
Abstract / PDF [965K]
When Cycles Are Cheap, Some Tables Can Be Huge. Bin Fan, Dong Zhou, Hyeontaek Lim, Michael Kaminsky, and David G. Andersen, 14th Workshop on Hot Topics in Operating Systems (HotOS'13), May 2013.
Abstract / PDF [145K]
Solving the straggler problem with bounded staleness. James Cipar, Qirong Ho, Jin Kyu Kim, Seunghak Lee, Gregory R. Ganger, Garth Gibson, Kimberly Keeton, and Eric Xing, 14th Workshop on Hot Topics in Operating Systems (HotOS'13), May 2013.
Abstract / PDF [186K]
Making Every Bit Count in Wide-Area Analytics. Ariel Rabkin, Matvey Arye, Siddhartha Sen, Vivek Pai, and Michael J. Freedman, 14th Workshop on Hot Topics in Operating Systems (HotOS'13), May 2013.
Abstract / PDF [115K]
The Case for Tiny Tasks in Compute Clusters. Kay Ousterhout, Aurojit Panda, Joshua Rosen, Shivaram Venkataraman, Reynold Xin, and Sylvia Ratnasamy, Scott Shenker, and Ion Stoica, 14th Workshop on Hot Topics in Operating Systems (HotOS'13), May 2013.
Abstract / PDF [249K]
HAT, Not CAP: Towards Highly Available Transactions. Peter Bailis, Alan Fekete, Ali Ghodsi, Joseph M. Hellerstein and Ion Stoica, 14th Workshop on Hot Topics in Operating Systems (HotOS'13), May 2013.
Abstract / PDF [133K]
MemC3: Compact and Concurrent MemCache with Dumber Caching and Smarter Hashing. Bin Fan, David G. Andersen, and Michael Kaminsky, 10th Symposium on Networked Systems Design and Implementation (NSDI'13), April 2013.
Abstract / PDF [282K]
Stronger Semantics for Low-Latency Geo-Replicated Storage. Wyatt Lloyd, Michael J. Freedman, Michael Kaminsky, and David G. Andersen, 10th Symposium on Networked Systems Design and Implementation (NSDI'13), April 2013.
Abstract / PDF [485K]
Effective Straggler Mitigation: Attack of the Clones. Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, and Ion Stoica, 10th Symposium on Networked Systems Design and Implementation (NSDI'13), April 2013.
Abstract / PDF [683K]
Evaluating STT-RAM as an Energy-Efficient Main Memory Alternative. Emre Kultursay, Mahmut Kandemir, Anand Sivasubramaniam, and Onur Mutlu, IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS'13), April 2013.
Abstract / PDF [1.83M]
Asymmetry-aware Execution Placement on Manycore Chips. Alexey Tumanov, Joshua Wise, Onur Mutlu, Gregory R. Ganger. In Proc. of the 3rd Workshop on Systems for Future Multicore Architectures (SFMA'13), EuroSys'13, Apr. 14-17, 2013, Prague, Czech Republic.
Abstract / PDF [703K]
Extracting Useful Computation From Error-Prone Processors for Streaming Applications. Yavuz Yetim, Margaret Martonosi, and Sharad Malik, Design, Automation & Test in Europe Conference (DATE'13), March 2013.
Abstract / PDF [422K]
Threshold Voltage Distribution in MLC NAND Flash Memory: Characterization, Analysis and Modeling. Yu Cai, Erich F. Haratsch, Onur Mutlu, and Ken Mai, Design, Automation, and Test in Europe Conference (DATE'13), March 2013.
Abstract / PDF [1.44M]
The Impact of Mobile Multimedia Applications on Data Center Consolidation. Kiryong Ha, Padmanabhan Pillai, Grace Lewis, Soumya Simanta, Sarah Clinch, Nigel Davies, and Mahadev Satyanarayanan, IEEE International Conference on Cloud Engineering (IC2E'13), March 2013.
Abstract / PDF [2.57M]
Relational Algorithms for Multi-Bulk-Synchronous Processors (short paper). G. Diamos, H. Wu, J. Wang, A. Lele, and S. Yalamanchili, 18th Symposium on Principles and Practice of Parallel Programming (PPoPP'13), February 2013.
Abstract / PDF [78K]
Fairness and Isolation in Multi-Tenant Storage as Optimization Decomposition. David Shue, Michael J. Freedman, and Anees Shaikh, ACM SIGOPS Operating System Review (OSR), 2013.
Abstract / PDF [577K]
PRObE: A Thousand-Node Experimental Cluster for Computer Systems Research. Garth Gibson, Gary Grider, Andree Jacobson, and Wyatt Lloyd, USENIX ;login:, 2013.
Abstract / PDF [1.5M]
Performance Analysis of Network I/O Workloads in Virtualized Data Centers. Yiduo Mei, Ling Liu, Xing Pu, Sankaran Sivathanu, and Xiaoshe Dong, IEEE Transactions on Service Computing, 2013.
Abstract / PDF [4.17M]
Distance-aware Bloom Filters: Enabling Collaborative Search for Efficient Resource Discovery. Yiming Zhang and Ling Liu, Future Generation Computer Systems, 2013.
Abstract / PDF [767K]
Error Analysis and Retention-Aware Error Management for NAND Flash Memory. Yu Cai, Gulay Yalcin, Onur Mutlu, Erich F. Haratsch, Adrian Cristal, Osman Unsal, and Ken Mai, Intel Technology Journal (ITJ) Special Issue on Memory Resiliency, 2013.
Abstract / PDF [270K]
Reducing GPU Offload Latency Via Fine-Grained CPU-GPU Synchronization. Dan Lustig and Margaret Martonosi, International Symposium on High-Performance Computer Architecture (HPCA'13), February, 2013.
Abstract / PDF [427K]
MISE: Providing Performance Predictability and Improving Fairness in Shared Main Memory Systems. Lavanya Subramanian, Vivek Seshadri, Yoongu Kim, Ben Jaiyen, and Onur Mutlu, International Symposium on High-Performance Computer Architecture (HPCA'13), February, 2013.
Abstract / PDF [607K]
Application-to-Core Mapping Policies to Reduce Memory System Interference in Multi-Core Systems. Reetuparna Das, Rachata Ausavarungnirun, Onur Mutlu, Akhilesh Kumar, and Mani Azimi, International Symposium on High-Performance Computer Architecture (HPCA'13), February, 2013.
Abstract / PDF [623K]
Tiered-Latency DRAM: A Low Latency and Low Cost DRAM Architecture. Donghyuk Lee, Yoongu Kim, Vivek Seshadri, Jamie Liu, Lavanya Subramanian, and Onur Mutlu, International Symposium on High-Performance Computer Architecture (HPCA'13), February, 2013.
Abstract / PDF [3.17M]
Lowering Barriers to Large-scale Mobile Crowdsensing. Yu Xiao, Pieter Simoens, Padmanabhan Pillai, Kiryong Ha, and Mahadev Satyanarayanan, 14th ACM International Workshop on Mobile Computing Systems and Applications (HotMobile'13), February 2013.
Abstract / PDF [412K]
Ligra: A Lightweight Graph Processing Framework for Shared-Memory. Julian Shun and Guy Blelloch, 18th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP'13), February 2013.
Abstract / PDF [1.18M]
TLB Improvements for CMPs: Inter-Core Cooperative Prefetchers and Shared Last-Level TLBs. Dan Lustig, Abhishek Bhattacharjee, Margaret Martonosi, ACM Transactions on Architecture and Compiler Optimization (TACO'13), January, 2013.
Abstract / PDF [1.53M]
Practical batch-updatable external hashing with sorting. Hyeontaek Lim, David G. Andersen, Michael Kaminsky. In Workshop on Algorithm Engineering and Experiments (ALENEX'13), January 2013.
Abstract / PDF [608K]
2012
Resource-Aware Application State Monitoring. Shicong Meng, Srinivas R. Kashyap, Chitra Venkatramani and Ling Liu. IEEE Transactions on Parallel and Distributed Systems (TPDS'13), December 2012.
Abstract / PDF [1.1M]
Elastic Resource Allocation in Datacenters: Gremlins in the Management Plane. Mukil Kesavan, Ada Gavrilovska, Karsten Schwan, VMware Technical Journal, December 2012.
Abstract / PDF [207K]
VScope: Middleware for Troubleshooting Time-Sensitive Data Center Applications. Chengwei Wang, Infantdani Abel Rayan, Greg Eisenhauer, Karsten Schwan, Vanish Talwar, Matthew Wolf, and Chad Huneycutt. ACM Middleware (Middleware'12), December 2012.
Abstract / PDF [751K]
SOFTScale: Stealing Opportunistically For Transient Scaling. Anshul Gandhi, Timothy Zhu, Mor Harchol-Balter, Michael A. Kozuch. ACM Middleware (Middleware'12), December 2012.
Abstract / PDF [1.3M]
Faster, Larger, Easier: Reining Real-Time Big Data Processing in Data Centers. Chengwei Wang, Infantdani Abel Rayan, and Karsten Schwan. ACM Middleware (Middleware'12) Poster Session, December 2012.
Abstract / PDF [60K]
Theia: Visual Signatures for Problem Diagnosis in Large Hadoop Clusters. Elmer Garduno, Soila P. Kavulya, Jiaqi Tan, Rajeev Gandhi, Priya Narasimhan. USENIX Large Installation System Administration Conference (LISA'12), December 2012. Best Student Paper Award.
Abstract / PDF [912K]
AutoScale: Dynamic, Robust Capacity Management for Multi-Tier Data Centers. Anshul Gandhi, Mor Harchol-Balter, Ram Raghunathan, Mike Kozuch. ACM Transactions on Computer Systems (TOCS) vol. 30, No. 4, Article 14, 2012.
Abstract / PDF [1.7M]
Discovering Structure in Unstructured I/O. Jun He, John Bent, Aaron Torres, Gary Grider, Garth Gibson, Carlos Maltzahn, and Xian-He Sun. Proc. of the Seventh Parallel Data Storage Workshop (PDSW12), co-located with the Int. Conference for High Performance Computing, Networking, Storage and Analysis (SC12), November 2012.
Abstract / PDF [410K]
A Case for Scaling HPC Metadata Performance through De-specialization. Swapnil Patil, Kai Ren, Garth Gibson. Proc. of the Seventh Parallel Data Storage Workshop (PDSW12), co-located with the Int. Conference for High Performance Computing, Networking, Storage and Analysis (SC12), November 2012.
Abstract / PDF [512K]
TABLEFS: Embedding a NoSQL Database inside the Local File System. Kai Ren and Garth Gibson. 1st Storage System, Hard Disk and Solid State Technologies Summit, IEEE Asia-Pacific Magnetic Recording Conference (APMRC), November 2012.
Abstract / PDF [375K]
Performance Isolation and Fairness for Multi-Tenant Cloud Storage. David Shue, Michael J. Freedman, Anees Shaikh. Proc. Symposium on Operating Systems Design and Implementation (OSDI '12), October 2012.
Abstract / PDF [549K]
PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs. Joseph E. Gonzalez, Yucheng Low, Haijie Gu, Danny Bickson, Carlos Guestrin. (OSDI'12), October 2012.
Abstract / PDF [550K]
GraphChi: Large-Scale Graph Computation on Just a PC. Aapo Kyrola, Guy Blelloch, Carlos Guestrin. (OSDI'12), October 2012.
Abstract / PDF [750K]
Heterogeneity and Dynamicity of Clouds at Scale: Google Trace. C. Reiss, A. Tumanoy, G. R. Ganger, R. H. Katz, M. A. Kozuch. ACM Symposium on Cloud Computing (SOCC'12), October 2012.
Abstract / PDF [3.1M]
Cake: Enabling High-level SLOs on Shared Storage Systems. A. Wang, S. Venkataraman, S. Alspaugh, R. H. Katz, I. Stoica. ACM Symposium on Cloud Computing (SOCC'12), October 2012.
Abstract / PDF [1.2M]
Using Vector Interfaces to Deliver Millions of IOPS from a Networked Key-value Storage Server. Vijay Vasudevan, Michael Kaminsky, David Andersen. ACM Symposium on Cloud Computing (SOCC'12), October 2012.
Abstract / PDF [647K]
alsched: algebraic scheduling of mixed workloads in heterogeneous clouds. Alexey Tumanov, James Cipar, Michael Kozuch, Gregory Ganger. ACM Symposium on Cloud Computing (SOCC'12), October 2012.
Abstract / PDF [379K]
The Potential Dangers of Causal Consistency and an Explicit Solution. Peter Bailis, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica. ACM Symposium on Cloud Computing (SOCC'12), October 2012.
Abstract / PDF [132K]
True Elasticity in Multi-Tenant Clusters through Amoeba. Ganesh Anantharanayanan, Christopher Douglas, Raghu Ramakrishnan, Sriram Rao, Ion Stoica. ACM Symposium on Cloud Computing (SOCC'12), October 2012.
Abstract / PDF [426K]
DCast: Sustaining Collaboration in Overlay Multicast despite Rational Collusion. Haifeng Yu, Phillip B. Gibbons, Chenwei Shi. (CCS'12), October 2012.
Abstract / PDF [260K]
A Reference Architecture for Mobile Code Offload in Hostile Environments. Simanta, S., Lewis, G., Morris, E., Ha, K., Satyanarayanan, M. Fourth International Conference on Mobile Computing, Applications and Services (MobiCase'12), October 2012.
Abstract / PDF [1.9M]
HAT: Heterogeneous Adaptive Throttling for On-Chip Networks. Kevin Chang, Rachata Ausavarungnirun, Chris Fallin, Onur Mutlu. Proceedings of the 24th International Symposium on Computer Architecture and High Performance Computing, October 2012.
Abstract / PDF [258K]
Generation Smartphone. Dan Siewiorek. IEEE Spectrum, vol. 49, no. 9, September, 2012, pp. 54-58 (cover article).
Abstract / PDF [302K]
When Average is Not Average: Large Response Time Fluctuations in N-tier Systems. Qingyang Wang, Yasuhiko Kanemasa, Motoyuki Kawaba, Calton Pu, Proceedings of 2012 IEEE International Conference on Autonomic Computing (ICAC'12), September 2012.
Abstract / PDF [1.1M]
Net-Cohort: Detecting and Managing VM Ensembles in Virtualized Data Centers. Liting Hu, Karsten Schwan, Ajay Gulati, Junjie Zhang, Chengwei Wang. Proceedings of 2012 IEEE International Conference on Autonomic Computing (ICAC'12), September 2012.
Abstract / PDF [3.6M]
Project Hoover: Auto-Scaling Streaming Map-Reduce Applications. Rajalakshmi Ramesh, Liting Hu, Karsten Schwan. MDBS Workshop at ICAC Conference, September 2012.
Abstract / PDF [749K]
Row Buffer Locality Aware Caching Policies for Hybrid Memories. HanBin Yoon, Justin Meza, Rachata Ausavarungnirun, Rachael Harding, Onur Mutlu. Proceedings of the 30th IEEE International Conference on Computer Design (ICCD'12), September 2012. Best paper award (in Computer Systems and Applications track).
Abstract / PDF [577K]
Flash Correct-and-Refresh: Retention-Aware Error Management for Increased Flash Memory Lifetime. Yu Cai, Gulay Yalcin, Onur Mutlu, Eric Haratsch, Adrian Cristal, Osman Unsal, Ken Mai. Proceedings of the 30th IEEE International Conference on Computer Design (ICCD'12), September 2012.
Abstract / PDF [710K]
A Case for Small Row Buffers in Non-Volatile Main Memories. Justin Meza, Jing Li, and Onur Mutlu. Proceedings of the 30th IEEE International Conference on Computer Design (ICCD'12) Poster Session, September 2012.
Abstract / PDF [172K]
Base-Delta-Immediate Compression: A Practical Data Compression Mechanism for On-Chip Caches. Gennady Pekhimenko, Vivek Seshadri, Onur Mutlu, Todd C. Mowry, Phillip B. Gibbons, Michael A. Kozuch. International Conference on Parallel Architectures and Compilation Techniques (PACT'12), September 2012.
Abstract / PDF [1M]
Chrysalis Analysis: Incorporating Synchronization Arcs in Dataflow-Analysis-based Parallel Monitoring. Michelle Goodstein, Shimin Chen, Phillip B. Gibbons, Michael Kozuch, and Todd Mowry. International Conference on Parallel Architectures and Compilation Techniques (PACT'12), September 2012.
Abstract / PDF [623K]
The Evicted-Address Filter: A Unified Mechanism to Address Both Cache Pollution and Thrashing. Vivek Seshadri, Onur Mutlu, Todd C Mowry, Michael A Kozuch. International Conference on Parallel Architectures and Compilation Techniques (PACT'12), September 2012.
Abstract / PDF [2M]
Application-to-Core Mapping Policies to Reduce Memory Interference in Multi-Core Systems. Reetuparna Das, Rachata Ausavarungnirun, Onur Mutlu, Akhilesh Kumar, Mani Azimi. Proceedings of the 21st ACM International Conference on Parallel Architectures and Compilation Techniques (PACT'12) Poster Session, September 2012.
Abstract / PDF [217K]
Architecture and Applications of Virtual Coaches. D. Siewiorek, Smailagic, A., Dey, A. Chapter 11 in Quality of Life Technology Handbook, Richard Schulz (ed), CRC Press, 2013, pp. 197-226.
Abstract / PDF [2.24M]
Wearable Computers. D. Siewiorek, Smailagic, A., Starner, T. Chapter 12 in The Human-Computer Interaction Handbook, Fundamentals, Evolving Technologies, and Emerging Applications, Third Edition, J. A. Jacko (ed), CRC Press, pp. 273-296.
hci-chapter-wearableFinalMay25_2010.pdf
Abstract / PDF [2.2M]
Scalable Dynamic Partial Order Reduction. Jiri Simsa, Randy Bryant, Garth Gibson, and Jason Hickey, Int. Conf. on Runtime Verification (RV'12), September 2012.
Abstract / PDF [330K]
On-Chip Networks from a Networking Perspective: Congestion and Scalability in Many-core Interconnects. George Nychis, Chris Fallin, Thomas Moscibroda, Onur Mutlu, Srinivasan Seshan. Proceedings of the 2012 ACM SIGCOMM Conference (SIGCOMM'12), August 2012.obilgir-chants2012
Abstract / PDF [628K]
Adaptive Usage of Cellular and WiFi Bandwidth: An Optimal Scheduling Formulation. Ozlem Bilgir Yetim, Margaret Martonosi. ACM MobiCom Workshop on Challenged Networks, August 2012.
Abstract / PDF [139K]
Architecture and Applications of Virtual Coaches. Special Issue on Quality of Life Technology. D. Siewiorek, Smailagic, A, Dey, A. Proceedings of the IEEE, Vol. 100, No. 8, August 2012, pp 2472-2488.
Abstract / PDF [2.6M]
Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads. Y. Chen, S. Alspaugh, R. H. Katz. 38th International Very Large Databases Conference (VLDB'12), August 2012.
Abstract / PDF [1.15M]
RainMon: An Integrated Approach to mining bursty timeseries monitoring data. Ilari Shafer, Kai Ren, Vishnu Boddeti, Yashihisa Abe, Greg Ganger, Christos Faloutsos. Proc. 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'12), August 2012.
Abstract / PDF [1.49M]
A Reference Architecture for Mobile Code Offload in Hostile Environments. (Working session paper) Simanta, S., Lewis, G., Morris, E., Ha, K., Satyanarayanan, M. Proceedings of the 10th Working IEEE/IFIP Conference on Software Architecture (WICSA) & 6th European Conference on Software Architecture (ECSA), August 2012.
Abstract / PDF [190K]
From TPC-C to Big Data Benchmarks:
A Functional Workload Model.
Yanpei Chen, Francois Raab, Randy Katz.
Electrical Engineering and Computer Sciences
University of California at Berkeley
Technical Report No. UCB/EECS-2012-174, July 1, 2012.
Abstract / PDF [515K]
Unsupervised Conversion of 3D Models for Interactive Metaverses. Jeffrey Terrace, Ewen Cheslack-Postava, Philip Levis, Michael J. Freedman. Proc. IEEE International Conference on Multimedia and Expo (ICME'12), July 2012.
Abstract / PDF [3.23M]
The Cost of Fault Tolerance in Multi-Party Communication Complexity. Binbin Chen, Haifeng Yu, Yuda Zhao, Phillip B. Gibbons. Proc. 31st ACM Symposium on Principles of Distributed Computing (PODC'12), July 2012.
Abstract / PDF [448K]
Towards Predictable Multi-Tenant Shared Cloud Storage. David Shue, Michael J. Freedman, Anees Shaikh. Proc. Large-Scale Distributed Systems and Middleware (LADIS '12), July 2012. One of 6 best papers selected to appear in extended format in special issue of SIGOPS Operating Systems Review.
Abstract / PDF [1M]
A Power Capping Controller for Multicore Processors. N. Alamoosa, W. J Song, Y Wardi, and S. Yalamanchili. IEEE American Control Conference (ACC'12), June 2012.
Abstract / PDF [2.57M]
Challenges and Opportunities in Consolidation at High Resource Utilization: Non-monotonic Response Time Variations in n-Tier Applications. Simon Malkowski, Yasuhiko Kanemasa, Hanwei Chen, Masao Yamamoto, Qingyang Wang, Deepal Jayasinghe, Calton Pu. Proceedings of the 2012 IEEE CLOUD Conference (CLOUD'12), June 2012.
Abstract / PDF [288K]
Reliability Implications of Power and Thermal Constrained Operation of Asymmetric Multicore Processors. W. Song, S. Mukhopadhyay, S. Yalamanchili. Dark Silicon Workshop, June 2012, Portland, Oregon USA. Co-located with ISCA 2012.
Extended Abstract / PDF [5.1M] / Presentation PDF [4.9M]
Xerxes: Distributed Load Generator for Cloud-scale Experimentation. Mukil Kesavan, Ada Gavrilovska, Karsten Schwan. 7th OpenCirrus Summit, June 2012.
Abstract / PDF [273K]
Role-Based and Time-Bound Access and Management of EHR Data. Rui Zhang, Ling Liu, Xue Rui. International Journal of Security and Communication Networks, 2012 Wiley.
Abstract / PDF [540K]
v-Bundle: Flexible Group Resource Offerings in Clouds. Liting Hu, Kyung Dong Ryu, Dilma Da Silva, and Karsten Schwan, ICDCS'12, June 2012.
Abstact / PDF [1M]
Draco: Statistical Diagnosis of Chronic Problems in Large Distributed Systems. Soila Pertet Kavulya, Kaustubh Joshi, Matti Hiltunen, Scott Daniels, Rajeev Gandhi, and Priya Narasimhan, IEEE/IFIP Conference on Dependable Systems and Networks (DSN'12), June 2012.
Abstact / PDF [859K]
Expertus: A Generator Approach to Automate Performance Testing in IaaS Clouds. Deepal Jayasinghe, Galen Swint, Simon Malkowski, Jack Li, Qingyang Wang, and Calton Pu, Proceedings of the 2012 IEEE CLOUD Conference (CLOUD'12), June 2012.
Abstact / PDF [460K]
Reliable State Monitoring in Cloud Datacenters. Shicong Meng, Arun Iyengar, Isabelle Rouvellou, Ling Liu, Kisung Lee, and Balaji Palanisamy, Proceedings of the 2012 IEEE CLOUD Conference (CLOUD'12), June 2012.
Abstact / PDF [169K]
Characterizing and Improving the Use of Demand-Fetched Caches in GPUs. Wenhao Jia, Kelly A. Shaw, and Margaret Martonosi, Proceedings of the 26th International Conference on Supercomputing (ICS '12), June 2012.
Abstact / PDF [507K]
Brief Announcement: The Problem Based Benchmark Suite. Julian Shun, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Aapo Kyrola, Harsha Vardhan Simhadri, and Kanat Tangwongsan, Proceedings of the 24th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA'12), June 2012.
Abstact / PDF [142K]
Commodity Converged Fabrics for Global Address Spaces in Accelerator Clouds. J. Young and S. Yalamanchili, IEEE International Conference on High Performance Computing and Communications (HPCC'12), June 2012.
Abstact / PDF [686K]
Saving Cash by Using Less Cache. Anshul Gandhi, Timothy Zhu, Mor Harchol-Balter, Michael Kozuch, HotCloud'12, Boston, MA, June 12-13, 2012.
Abstract / PDF [178K]
A Case for Performance-Centric Network Allocation. Gautam Kumar, Mosharaf Chowdhury, Sylvia Ratnasamy, and Ion Stoica, HotCloud'12, Boston, MA, June 12-13, 2012.
Abstract / PDF [263K]
Discretized Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large Clusters. Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, and Ion Stoica, HotCloud'12, Boston, MA, June 12-13, 2012.
Abstract / PDF [265K]
Sweet Storage SLOs with Frosting. Andrew Wang, Shivaram Venkataraman, Sara Alspaugh, Ion Stoica, and Randy Katz, HotCloud'12, Boston, MA, June 12-13, 2012.
Abstract / PDF [218K]
Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly. Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, and Ion Stoica, HotCloud'12, Boston, MA, June 12-13, 2012.
Abstract / PDF [509K]
Automated Diagnosis without Predictability is a Recipe for Failure. Raja R. Sambasivan & Gregory R. Ganger. Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '12), June 12-13, 2012, Boston, MA.
Abstract / PDF [368K]
The Forgotten 'Uncore': On the Energy-Efficiency of Heterogeneous Cores. Vishal Gupta, Paul Brett, David Koufaty, Dheeraj Reddy, Scott Hahn, Karsten Schwan, Ganapati Srinivasa, Usenix ATC'12, Boston, MA, June 12-13, 2012.
Abstract / PDF [280K]
Staged Memory Scheduling: Achieving High Performance and Scalability in Heterogeneous Systems. Rachata Ausavarungnirun, Gabriel Loh, Kevin Chang, Lavanya Subramanian, and Onur Mutlu, Proceedings of the 39th International Symposium on Computer Architecture (ISCA'12), Portland, OR, June 12-13, 2012.
Abstract / PDF [701K]
Understanding TCP Incast and Its Implications for Big Data Workloads. Y. Chen, R. Griffith, D. Zats, A. D. Joseph, and R. H. Katz, USENIX ;login;, 37(3), June 2012.
Abstract / PDF [811K]
Evaluating the Need for Complexity in Energy-Aware Management for Cloud Platforms. Pooja Ghumre, Junwei Li, Mukil Kesavan, Ada Gavrilovska, and Karsten Schwan, Greenmetrics'12, in conjunction with Sigmetrics, London, UK, June 11, 2012.
Abstract / PDF [274K]
Are Sleep States Effective in Data Centers? Anshul Gandhi, Michael Kozuch, and Mor Harchol-Balter, Proceedings of the International Green Computing Conference (IGCC'12), San Jose, CA, June 5-8, 2012.
Abstract / PDF [596K]
A Cyber-Physical Integrated System for Application Performance and Energy Management in Data Centers. Hui Chen, Pengcheng Xiong, Ada Gavrilovska, Karsten Schwan and Chengzhong Xu, Third International Green Computing Conference (IGCC'12), San Jose, CA, June 5-8, 2012.
Abstract / PDF [520K]
Kilo-NOC: A Heterogeneous Network-on-Chip Architecture for Scalability and Service Guarantees. Boris Grot, Joel Hestness, Stephen W. Keckler, and Onur Mutlu, IEEE Micro, Special Issue: Micro's Top Picks from 2011 Computer Architecture Conferences, May-June 2012.
Abstract / PDF [1.2M]
File System Virtual Appliances: Portable file system implementations. Abd-El-Malek, M., M. Wachs, J. Cipar, K. Sanghi, G. Ganger, G. Gibson, M. Reiter. ACM Transactions on Storage (TOS), vol 8, no 3, May 2012.
Abstract / PDF [517K]
Dynamic Management of Resources and Workloads for RDBMS in Cloud: a Control-theoretic Approach. Pengcheng Xiong, Proc. of ACM SIGMOD/PODS PhD Symposium, Scottsdale, AZ, May 20, 2012.
Abstract / PDF [791K]
Interactive Use of Cloud Services: Amazon SQS and S3. Hobin Yoon, Jim Donahue, Ada Gavrilovska, Karsten Schwan, 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid'12), Ottawa, ON, Canada, May 13-16, 2012.
Abstract / PDF [674K]
MinBD: Minimally-Buffered Deflection Routing for Energy-Efficient Interconnect. Chris Fallin, Greg Nazario, Xiangyao Yu, Kevin Chang, Rachata Ausavarungnirun, and Onur Mutlu, Proceedings of the 6th ACM/IEEE International Symposium on Networks on Chip (NOCS'12), Lyngby, Denmark, May 9-11, 2012.
Abstract / PDF [370K]
Optimizing Data Warehousing Applications for GPUs using Kernel Fusion/Fission. H. Wu, G. Diamos, J. Wang, H. Cadambi, S. Yalamanchili, and S. Chakradhar. Workshop on Multicore and GPU Programming Models, Languages and Compilers, May 2012.
Abstract / PDF [672K]
Dynamic Compilation of Data Parallel Kernels for Vector Processors. A. Kerr, G. Diamos, and. S. Yalamanchili, International Symposium on Code Generation and Optimization, April 2012.
Abstract / PDF [1.1M]
Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing. Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael J Franklin, Scott Shenker, and Ion Stoica, NSDI '12, San Jose, CA, April 25-27, 2012.
Abstract / PDF [866K]
PACMan: Coordinated Memory Caching for Parallel Jobs. Ganesh Anantharanayanan, Ali Ghodsi, Andrew Wang, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, and Ion Stoica, NSDI '12, San Jose, CA, April 25-27, 2012.
Abstract / PDF [784K]
Reoptimizing Data Parallel Computing. Sameer Agarwal, Srikanth Kandula, Nico Bruno, Ming-Chuan Wu, Ion Stoica, and Jingren Zhou, NSDI '12, San Jose, CA, April 25-27, 2012.
Abstract / PDF [1.2M]
Jettison: Efficient Idle Desktop Consolidation with Partial VM Migration. Nilton Bila, Eyal de Lara, Kaustubh Joshi, H. Andres Lagar-Cavilla, Matti Hiltunen, and M. Satyanarayanan, EuroSys'12. Bern,Switzerland, April 10-13, 2012.
Abstract / PDF [456K]
LazyBase: Trading Freshness for Performance in a Scalable Database. James Cipar, Greg Ganger, Kimberly Keeton, Charles B. Morrey III, Craig A. N. Soules, Alistair Veitch. EuroSys 2012, April 10-13, 2012, Bern, Switzerland.
Abstract / PDF [236K]
Energy Efficiency for Large-Scale MapReduce Workloads with Significant Interactive Analysis. Y. Chen, S. Alspaugh, D. Borthakur, and R. H. Katz, EuroSys'12. Bern,Switzerland, April 10-13, 2012.
Abstract / PDF [1.9M]
Kineograph: Taking the Pulse of a Fast-Changing and Connected World. Raymond Cheng, Ji Hong , Aapo Kyrola, Youshan Miao, Xuetian Weng, Ming Wu, Fan Yang, Lidong Zhou, Feng Zhao, and Enhong Chen, EuroSys'12. Bern,Switzerland, April 10-13, 2012.
Abstract / PDF [314K]
Stargazer: Automated Regression-Based GPU Design Space Exploration. Wenhao Jia, Kelly A. Shaw, Margaret Martonosi, Proceedings of 2012 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS'12), New Brunswick, NJ, April 1-3, 2012.
Abstract / PDF [318K]
Lynx: A Dynamic Instrumentation System for Data-Parallel Applications on GPGPU Architectures. Naila Farooqui, Andrew Kerr, Greg Eisenhauer, Karsten Schwan, and Sudhakar Yalamanchili, 2012 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS'12), New Brunswick, NJ, April 1-3, April 2012.
Abstract / PDF [1.8M]
Towards Understanding Heterogeneous Clouds at Scale:
Google Trace Analysis. Charles Reiss, Alexey Tumanov, Gregory R. Ganger, Randy H. Katz, Michael A. Kozuch. Intel Science and Technology Center for Cloud Computing Technical Report ISTC-CC-TR-12-101, April 2012.
Abstract / PDF [851K]
How Close is Close Enough? Understanding the Role of Cloudlets in Supporting Display Appropriation by Mobile Users. Sarah Clinch, Jan Harkes, Adrian Friday, Nigel Davies, and Mahadev Satyanarayanan, 2012 IEEE International Conference on Pervasive Computing and Communications (PerCom 2012). Lugano, Switzerland, March 19-23, 2012.
Abstract / PDF [2.1M]
Enabling Efficient and Scalable Hybrid Memories Using Fine-Granularity DRAM Cache Management. Justin Meza, Jichuan Chang, HanBin Yoon, Onur Mutlu, and Parthasarathy Ranganathan, IEEE Computer Architecture Letters (CAL), March 2012.
Abstract / PDF [184K]
Bottleneck Identification and Scheduling in Multithreaded Applications. José A. Joao, M. Aater Suleman, Onur Mutlu, Yale N. Patt. ASPLOS'12 March 3–7, 2012, London, England, UK.
Abstract / PDF [828K]
Region Scheduling: Efficiently Using the Cache Architectures via Page-level Affinity. Min Lee, Karsten Schwan. ASPLOS'12, March 3–7, 2012, London, England, UK.
Abstract / PDF [1.7M]
Experiences Teaching MapReduce in the Cloud. Ariel Rabkin, Charles Reiss, Randy Katz, David Patterson. ACM SIGCSE Technical Symposium (SIGCSE), February 29 - March 3, 2012. Raleigh, North Carolina.
Abstract / PDF [183K]
Benchmarking Next Generation Hardware Platforms: An Experimental Approach. Vishakha Gupta, Adit Ranadive, Ada Gavrilovska, Karsten Schwan. 3rd Workshop on SoCs, Heterogeneous Architectures and Workloads (SHAW-3), held in conjunction with HPCA-18. Feb 26th 2012, New Orleans, Louisiana, USA.
Abstract / PDF [574K]
2011
PACMan: Prefetch-Aware Cache Management for High Performance Caching. Carole-Jean Wu, Aamer Jaleel, Margaret Martonosi, Simon C. Steely Jr., Joel Emer. MICRO '11 December 3-7, 2011, Porto Alegre, Brazil.
Abstract / PDF [5.1M]
SIMD Re-Convergence At Thread Frontiers. Gregory Diamos, Benjamin Ashbaugh, Subramaniam Maiyuran, Andrew Kerr, Haicheng Wu, Sudhakar Yalamanchili. MICRO'11, December 3-7, 2011, Porto Alegre, Brazil.
Abstract / PDF [733K]
Why Do Migrations Fail and What Can We Do about It? Gong Zhang and Ling Liu. Usenix 25th Large Installation System Administration Conference, Boston, MA, December 2011.
Abstract / PDF [936K]
SHiP: Signature-Based Hit Predictor for High Performance Caching. Carole-Jean Wu, Aamer Jaleel, William Hasenplaugh, Margaret Martonosi, Simon Steely Jr., and Joel Emer. The 44th Annual IEEE/ACM International Symposium on Microarchitecture, December 2011.
Abstract / PDF [4.4M]
Reducing Memory Interference in Multicore Systems via Application-Aware Memory Channel Partitioning. Sai Prashanth Muralidhara, Lavanya Subramanian, Onur Mutlu, Mahmut Kandemir, and Thomas Moscibroda. The 44th International Symposium on Microarchitecture, Porto Alegre, Brazil, December 2011.
Abstract / PDF [211K]
Improving GPU Performance via Large Warps and Two-Level Warp Scheduling. Veynu Narasiman, Chang Joo Lee, Michael Shebanow, Rustam Miftakhutdinov, Onur Mutlu, and Yale N. Patt. The 44th International Symposium on Microarchitecture, Porto Alegre, Brazil, December 2011.
Abstract / PDF [257K]
Precomputing Possible Configuration Error Diagnoses. Ariel Rabkin and Randy Katz. IEEE/ACM International Conference on Automated Software Engineering, Lawrence, KS, November 2011.
Abstract / PDF [140K]
Purlieus: Locality-aware Resource Allocation for MapReduce in a Cloud. Balaji Palanisamy, Aameek Singh, Ling Liu, Bhushan Jain. ACM/IEEE International Conference on SuperComputing (SC2011), Seattle WA, Nov. 12-18, 2011.
Abstract / PDF [299K]
On the Duality of Data-intensive File System Design: Reconciling HDFS and PVFS. Wittawat Tantisiriroj, Swapnil Patil, Garth Gibson, Seung Woo Son, Samuel J. Lang, Robert B. Ross. SC11, November 12-18, 2011, Seattle, Washington USA. Supersedes Carnegie Mellon University Parallel Data Lab Technical Report CMU-PDL-11-108. April 2011.
Abstract / PDF [459K]
Collaborating with Executable Content Across Space and Time. Mahadev Satyanarayanan, Vasanth Bala, Gloriana St. Clair, Erika Linke, 7th International Conference on Collaborative Computing, Orlando, Florida, USA, October 15-18, 2011.
Abstract / PDF [415K]
YCSB++: Benchmarking and Performance Debugging Advanced Features in Scalable Table Stores. Swapnil Patil, Milo Polte, Kai Ren, Wittawat Tantisiriroj, Lin Xiao, Julio Lopez, Garth Gibson, Adam Fuchs, Billie Rinaldi. Proc. of the 2nd ACM Symposium on Cloud Computing (SOCC '11), October 27–28, 2011, Cascais, Portugal. Supersedes Carnegie Mellon University Parallel Data Laboratory Technical Report CMU-PDL-11-111, August 2011.
Abstract / PDF [1.2M]
SILT: A Memory-Efficient, High-Performance Key-Value Store. Hyeontaek Lim, Bin Fan, David G. Andersen, Michael Kaminsky. To appear in 23nd ACM Symposium on Operating Systems Principles (SOSP'11), Cascais, Portugal, October 2011.
Abstract / PDF [1.15M]
Don't Settle for Eventual: Stronger Consistency for Wide-Area Storage with COPS. Wyatt Lloyd, Michael J. Freedman, Michael Kaminsky, David G. Andersen. To appear in 23nd ACM Symposium on Operating Systems Principles (SOSP'11), Cascais, Portugal, October 2011.
Abstract / PDF [690K]
Design Implications for Enterprise Storage Systems via Multi-Dimensional Trace Analysis. Y. Chen, K. Srinivasan, G. Goodson, R. Katz. In 23nd ACM Symposium on Operating Systems Principles, Cascais, Portugal, October 2011.
Abstract / PDF [376K]
Small Cache, Big Effect: Provable Load Balancing for Randomly Partitioned Cluster Services. Bin Fan, Hyeontaek Lim, David G. Andersen, Michael Kaminsky. To appear in ACM Symposium on Cloud Computing (SOCC'11), Cascais, Portugal, October 2011.
Abstract / PDF [337K]
The Case for Sleep States in Servers. Anshul Gandhi, Mor Harchol-Balter, Michael Kozuch. In 4th ACM Workshop on Power-Aware Computing and Systems, Cascais, Portugal, October 2011.
Abstract / PDF [621K]
How Data Center Size Impacts the Effectiveness of Dynamic Power Management. Anshul Gandhi and Mor Harchol-Balter, 49th Annual Allerton Conference on Communication, Control, and Computing, September 2011.
Abstract / PDF [657K]
Adaptive Filter with Frequency Tracking and Variable Learning Rate for Line Noise Removal. J. W. Kelly, J. L. Collinger, A. D. Degenhart, D. P. Siewiorek, A. Smailagic, W. Wang. Conference of the IEEE Engineering in Medicine and Biology Society, Boston, MA, September 2011.
Abstract / PDF [295K]
State Monitoring in Cloud Datacenters. Shicong Meng, Ling Liu, and Ting Wang. IEEE Transactions on Knowledge and Data Engineering, Special Issue on Cloud Data Management. September 2011.
Abstract / PDF [2.2M]
ResourceExchange: Latency-Aware Scheduling in Virtualized Environments with High Performance Fabrics. Adit Ranadive, Ada Gavrilovska, Karsten Schwan. IEEE Cluster'11, Austin, TX, Sep. 2011.
Abstract / PDF [309K]
Recipes for Baking Black Forest Databases: Building and Querying Black Hole Merger Trees from Cosmological Simulations. Lopez, J., C. Degraf, T. DiMatteo, B. Fu, E. Fink, G. Gibson. 23rd Scientific and Statistical Database Management Conference (SSDBM'11), July 2011.
Abstract / PDF [5.8M]
dBug: Systematic Testing of Distributed and Multi-threaded Systems. Jiri Simsa, Randy Bryant, Garth Gibson.18th International Workshop on Model Checking of Software (SPIN'11), Snowbird UT, July 2011.
Abstract / PDF [149K]
FAWN: A Fast Array of Wimpy Nodes. David G. Andersen, Jason Franklin, Michael Kaminsky, Amar Phanishayee, Lawrence Tan, Vijay Vasudevan. In Communications of the ACM (CACM), Vol. 54, No. 7, pp. 101-109, July 2011.
Abstract / PDF [408K]
Spatially-aware Optimization of Energy Consumption in Consolidated Datacenter Systems. Hui Chen, Pramod Kumar, Mukil Kesavan, Karsten Schwan, Ada Gavrilovska, Yogendra Joshi. InterPACK2011, Portland, OR, July 2011.
Abstract / PDF [1.26M]
CACM: Current-aware Capacity Management in Consolidated Server Enclosures. Hui Chen, Ada Gavrilovska, Karsten Schwan, Mukil Kesavan. Second International Green Computing Conference, Work-in-Progress, Orlando, FL, Jul. 2011.
Abstract / PDF [308K]
Variations in Performance and Scalability when Migrating n-Tier Applications to Different Clouds. Deepal Jayasinghe, Simon Malkowski, Qingyang Wang, Jack Li, Pengcheng Xiong and Calton Pu. CLOUD 2011, July 4-9, 2011. Washington, DC. [Best Paper Award].
Abstract / PDF [476K]
GraphLab: A Distributed Framework for Machine Learning in the Cloud. Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin. arXiv:1107.0922v1 [cs.LG] 5 July 2011.
Abstract / PDF [2.0M]
Performance Analysis of Network I/O Workloads in Virtualized Data Centers. Yiduo Mei, Ling Liu, Xing Pu, Sankaran Sivathanu, and Xiaoshe Dong. IEEE Transactions on Service Computing, June 2011.
Abstract / PDF [1.29M]
Economical and Robust Provisioning of N-Tier Cloud Workloads: A Multi-level Control Approach. Pengcheng Xiong, Zhikui Wang, Simon Malkowski, Qingyang Wang, Deepal Jayasinghe and Calton Pu. Proceedings of IEEE International Conference On Distributed Computing Systems (ICDCS), Minneapolis, Minnesota, USA, Jun 21-24, 2011.
Abstract / PDF [552K]
A Flexible Architecture Integrating Monitoring and Analytics for Managing Large-Scale Data Centers. Chengwei Wang, Karsten Schwan, Vanish Talwar, Greg Eisenhauer, Liting Hu, Matthew Wolf. The 8th International Conference on Autonomic Computing (ICAC 2011). June 14-18, 2011.
Abstract / PDF [805K]
Automated Control for Elastic n-Tier Workloads based on Empirical Modeling. Malkowski, S., Hedwig, M., Li, J., Pu, C., and Neumann, D. Proceedings of the 8th International Conference on Autonomic Computing. (ICAC 2011) June 14-18, 2011.
Abstract / PDF [1.3M]
Exertion-based Billing for Cloud Storage Access. Matthew Wachs, Lianghong Xu, Arkady Kanevsky, Gregory R. Ganger. Proceedings of the 3rd USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '11). June 14-15, 2011, Portland, OR.
Abstract / PDF [65K]
Otus: Resource Attribution in Data-Intensive Clusters. Kai Ren, Julio López, Garth Gibson.
MapReduce'11, June 8, 2011, San Jose, California, USA.
Abstract / PDF [2.5M]
Cloud4Home — Enhancing Data Services with @Home Clouds. Sudarsun Kannan, Ada Gavrilovska, Karsten Schwan. Int'l Conference on Distributed Computing Systems (ICDCS 2011), Minneapolis, MN, Jun. 2011.
Abstract / PDF [381K]
Shadowfax: Dynamically Composed GPGPU Assemblies. Alexander Merritt, Vishakha Gupta, Abhishek Verma, Ada Gavrilovska, Karsten Schwan. 5th Workshop on Virtualization Technologies in Distributed Computing (VTDC), in conjunction with HPDC 2011, San Jose, CA, June 2011.
Abstract / PDF [691K]
Distributed Cloud Storage Services with FleCS Containers. Hobin Yoon, Madhumitha Ravichandran, Ada Gavrilovska, Karsten Schwan. 5th OpenCirrus Summit, Moscow, Russia, June 2011.
Abstract / PDF [197K]
Statistical Techniques for Online Anomaly Detection in Data Centers. Chengwei Wang, Krishna Viswanathan, Lakshminarayan Choudur, Vanish Talwar, Wade Satterfield, Karsten Schwan. In 12th IFIP/IEEE International Symposium on Integrated Network Management (IM 2011). May 23-27, 2011.
Abstract / PDF [132K]
The Case for VOS: The Vector Operating System. Vijay Vasudevan, David G. Andersen, Michael Kaminsky. In 13th Workshop on Hot Topics in Operating Systems (HotOS XIII). Napa, CA, May 2011.
Abstract / PDF [452K]
Disks Are Like Snowflakes: No Two Are Alike. Elie Krevat, Joseph Tucek, Gregory R. Ganger. 13th Workshop on Hot Topics in Operating Systems (HotOS 2011), Napa Valley, CA. May 2011.
Abstract / PDF [1.8M]
Intelligent Management of Virtualized Resources for Database Management Systems in Cloud Environment. Pengcheng Xiong, Yun Chi, Shenghuo Zhu, Hyun Jin Moon, Calton Pu, Hakan Hacigumus. Proceedings of IEEE International Conference on Data Engineering (ICDE), Hannover, Germany, April 11-16, 2011.
Abstract / PDF [1.0M]
Continuous Inference of Psychological Stress from Sensory Measurements Collected in the Natural Environment. Plarre, K., Raij, A.,Hossain, S., Ali., Nakajimaz,M., Al’Absiz, M.,Emre Ertin, E., Kamarck, T., Kumar, S., Scott, M., Siewiorek, D.P., Smailagic, A., Wittmers, L. ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2011), Chicago, IL, April 12-14, 2011.
Abstract / PDF [1.0M]
Diagnosing Performance Changes by Comparing Request Flows. Raja R. Sambasivan, Alice X. Zheng, Michael De Rosa, Elie Krevat, Spencer Whitman, Michael Stroucken, William Wang, Lianghong Xu, Gregory R. Ganger. 8th USENIX Symposium on Networked Systems Design and Implementation (NSDI'11). March 30 - April 1, 2011. Boston, MA.
Abstract / PDF [388K]
Fully Automated Reduction of Ocular Artifacts in High-Dimensional Neural Data. J. Kelly, Siewiorek, D.P., Smailagic, A., Collinger, J. L., Weber, D. J., Wang, W. Transaction/Journal: IEEE Transactions on Biomedical Engineering, Volume: 58, Issue: 3, Part: 1. March 2011.
Abstract / PDF [660K]
HyperTransport Over Ethernet – A Scalable Commodity Standard for Resource Sharing in the Data Center. J. Young, S. Yalamanchili, B. Holden, M. Cavalli, and P. Miranda. Proceedings of the Second International Workshop on
HyperTransport Research and Applications (WHTRA2011) Feb. 09, 2011, Mannheim, Germany.
Abstract / PDF [818K]
2010
dBug: Systematic Evaluation of Distributed Systems. Jiri Simsa, Randy Bryant, Garth Gibson. 5th Int. Workshop on Systems Software Verification (SSV’10), co-located with 9th USENIX Symp. on Operating Systems Design and Implementation (OSDI’10), Vancouver BC, October 2010.
Abstract / PDF [168K]
Capping the Brown Energy Consumption of Internet Services at Low Cost. Kien Le, Ricardo Bianchini, Thu D. Nguyen, Ozlem Bilgir, Margaret Martonosi. Proceedings of the First International Green Computing Conference (IGCC), Chicago, IL, August 2010. Best Paper Award.
Abstract / PDF [504K]
GraphLab: A New Parallel Framework for Machine Learning. Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, and Joseph M. Hellerstein. Conference on Uncertainty in Artificial Intelligence (UAI). Catalina Island, CA, July 8-11, 2010.
Abstract / PDF [1.15M]