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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.
Other Interesting Papers by
ISTC-CC Faculty
2011 | 2012 | 2013 | 2014
Back to main ISTC-CC Publications page
2014
Reducing the Sampling Complexity of Topic Models. Aaron Q. Li, Amr Ahmed, Sujith Ravi, Alexander J. Smola. KDD’14, August 24–27, 2014, New York, NY, USA.
Abstract / PDF [1.2M]
Memory Systems. Yoongu Kim, Onur Mutlu. Invited Book Chapter in
Computing Handbook, Third Edition: Computer Science and Software
Engineering, CRC Press, April 2014.
Abstract / PDF [453K]
Outsourcing Key-Value Stores with Verifiable Data Freshness.
Yuzhe Tang, Ting Wang, Xin Hu, Reiner Sailer, Peter Pietzuch, Ling Liu. The 30th IEEE International Conference on Data Engineering (IEEE ICDE'14),
April 2014.
Abstract / PDF [188K]
Position Paper: Software Techniques for Reducing the Vulnerability of GPU Applications. Si Li, Vilas Sridharan, Sudhanva Gurumurthi,
Sudhakar Yalamanchili. Workshop on Dependable GPU Computing (at DATE), March
2014.
Abstract / PDF [148K]
Improving Cache Performance Using Read-Write Partitioning. Samira Khan, Alaa Alameldeen, Chris Wilkerson, Onur Mutlu, Daniel Jimenez. Proceedings of the 20th International Symposium on High-Computer Architecture (HPCA'14), February 2014.
Abstract / PDF [355K]
Improving DRAM Performance by Parallelizing Refreshes with Accesses. Kevin Chang, Donghyuk Lee, Zeshan Chishti, Chris Wilkerson, Alaa Alameldeen, Yoongu Kim, Onur Mutlu. Proceedings of the 20th International Symposium on High-Performance Computer Architecture (HPCA'14), February 2014.
Abstract / PDF [2.86M]
MRPB: Memory Request Prioritization for Massively Parallel Processors. Wenhao Jia, Kelly A. Shaw, Margaret Martonosi. Proceedings of the 20th International Symposium on High-Performance Computer Architecture (HPCA'14), February 2014.
Abstract / PDF [737K]
Toward Strong, Usable Access Control for Shared Distributed Data. Michelle L. Mazurek, Yuan Liang, William Melicher, Manya Sleeper, Lujo Bauer, Gregory R. Ganger, Nitin Gupta, Michael K. Reiter. The 12th USENIX Conference on File and Storage Technologies (FAST'14), February 2014.
Abstract / PDF [395K]
The Optimal Admission Threshold in Observable Queues with State Dependent Pricing. Christian Borgs, Jennifer T. Chayes, Sherwin Doroudi,
Mor Harchol-Balter and Kuang Xu. Probability in the Engineering and
Informational Sciences, vol. 28, 2014, pp. 101-119. January 2014.
Abstract / PDF [691K]
Probabilistic Diffusion of Social Influence with Incentives. Myungcheol Doo, Ling Liu. Special Issue on Clouds for Social Computing, IEEE Transactions on Service Computing.
Abstract / PDF [8.31M]
2013
RowClone: Fast and Energy-Efficient In-DRAM Bulk Data Copy and Initialization. Vivek Seshadri, Yoongu Kim, Chris Fallin, Donghyuk Lee, Rachata Ausavarungnirun, Gennady Pekhimenko, Yixin Luo, Onur Mutlu, Phillip B. Gibbons, Michael A. Kozuch, and Todd C. Mowry, 46th IEEE/ACM International Symposium on Microarchitecture (MICRO-46), December 2013.
Abstract / PDF [2.42M]
Linearly Compressed Pages: A Main Memory Compression Framework with Low Complexity and Low Latency. Gennady Pekhimenko, Vivek Seshadri, Yoongu Kim, Hongyi Xin, Onur Mutlu, Phillip B. Gibbons, Michael A. Kozuch, and Todd C. Mowry, 46th IEEE/ACM International Symposium on Microarchitecture (MICRO-46), December 2013.
Abstract / PDF [525K]
Communication-Efficient Distributed Multiple Reference Pattern Matching for M2M Systems. Ruei-Bin Wang, Yu-Chen Lu, Mi-Yen Yeh, Shou-De Lin, and Phillip B. Gibbons, 13th IEEE International Conference on Data Mining (ICDM'13), December 2013.
Abstract / PDF [361K]
Scalable, High Performance Ethernet Forwarding Lookup. Dong Zhou, Bin Fan, Hyeontaek Lim, Michael Kaminsky, and David G. Andersen, 9th International Conference on emerging Networking Experiments and Technologies (CoNEXT), December 2013. (poster abstract)
Abstract / PDF [70K]
Program Interference in MLC NAND Flash Memory: Characterization, Modeling, and Mitigation. Yu Cai, Onur Mutlu, Erich F. Haratsch, and Ken Mai, 31st IEEE International Conference on Computer Design (ICCD’13), October 2013.
Abstract / PDF [1.2M]
2012
Fine-Grained Access Control of Personal Data. Ting Wang, Mudhakar Srivatsa and Ling Liu. Proceedings of the 2012 ACM Symposium on Access Control Models and Technologies (SACMAT), Newark, USA, June 20-22, 2012.
Abstact / PDF [218K]
NEAT: Road Network Aware Trajectory Clustering. Binh Han, Ling Liu and Edward Omiecinski, ICDCS'12, June 2012.
Abstact / PDF [929K]
Human Mobility Modeling at Metropolitan Scales. S. Isaacman, R. Becker, R. Cáceres, M. Martonosi, J. Rowland, A. Varshavsky, and W. Willinger, 10th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys'12), June 2012.
Abstact / PDF [1M]
Scaling Spatial Alarm Services on Road Networks. Kisung Lee, Ling Liu, Shicong Meng, Balaji Palanisamy. Proceedings of IEEE Int. Conf. on Web Services (ICWS 2012), Honolulu, Hawaii, USA. June 24-29, 2012.
Abstact / PDF [1M]
StockMarket Volatility Prediction: A Service-Oriented Multi-Kernel Learning Approach. Feng Wang, Ling Liu, and Chenxiao Dou, Proceedings of IEEE Int. Conf on Service Computing (SCC'12), June 2012.
Abstact / PDF [135K]
Exact and Approximate Computation of a Histogram of Pairwise Distances between Astronomical Objects. Bin Fu, Eugene Fink, Garth Gibson and Jaime Carbonell, First Workshop on High Performance Computing in Astronomy (AstroHPC'12), June 2012.
Abstact / PDF [309K]
Greedy Sequential Maximal Independent Set and Matching are Parallel on Average. Guy E. Blelloch, Jeremy Fineman, and Julian Shun, Proceedings of the 24th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA'12), June 2012.
Abstact / PDF [196K]
Parallel and I/O Efficient Algorithms for Set Covering Problems. Guy Blelloch, Harsha Vardhan Simhadri and Kanat Tangwongsan, Proceedings of the 24th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA'12), June 2012.
Abstact / PDF [469K]
Parallel Probabilistic Tree Embeddings, k-Median, and Buy-at-Bulk Network Design. Guy Blelloch, Anupam Gupta, and Kanat Tangwongsan, Proceedings of the 24th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA'12), June 2012.
Abstact / PDF [353K]
A Scalable Server for 3D Metaverses. Ewen Cheslack-Postava, Tahir Azim, Behram F.T. Mistree, Daniel Reiter Horn, Jeff Terrace, Philip Levis, and Michael J. Freedman, Usenix ATC'12, Boston, MA, June 12-13, 2012.
Abstract / PDF [1.37M]
RAIDR: Retention-Aware Intelligent DRAM Refresh. Jamie Liu, Benjamin Jaiyen, Richard Veras, and Onur Mutlu, Proceedings of the 39th International Symposium on Computer Architecture (ISCA'12), Portland, OR, June 12-13, 2012.
Abstract / PDF [481K]
A Case for Exploiting Subarray-Level Parallelism (SALP) in DRAM. Yoongu Kim, Vivek Seshadri, Donghyuk Lee, Jamie Liu, and Onur Mutlu, Proceedings of the 39th International Symposium on Computer Architecture (ISCA'12), Portland, OR, June 12-13, 2012.
Abstract / PDF [928K]
High-Confidence Near-Duplicate Image Detection. Wei Dong, Zhe Wang, and Kai Li. ACM International Conference on Multimedia Retrieval (ICMR'12), Hong Kong, Jun. 5-8, 2012.
Abstract / PDF [357K]
BWS: Balanced Work Stealing for Time-Sharing Multicores. Kaibo Wang, Xiaoning Ding, Phillip B. Gibbons, and Xiaodong Zhang, EuroSys'12. Bern,Switzerland, April 10-13, 2012.
Abstract / PDF [386K]
A Petri Net Approach to Mediation-aided Composition of Web Services. YanHua Du, Xitong Li, Pengcheng Xiong, IEEE Transactions on Automation Science and Engineering (TASE), 9(2), April 2012.
Abstract / PDF [677K]
Microscopic Social Influence. Ting Wang, Mudhakar Srivatsa, Dakshi Agrawal and Ling Liu. Proceedings of 2012 SIAM International Conference on Data Mining. April 26-28, 2012. Anaheim, California, USA.
Abstract / PDF [545K]
Error Patterns in MLC NAND Flash Memory: Measurement, Characterization, and Analysis. Yu Cai, Erich F. Haratsch, Onur Mutlu, Ken Mai. Design, Automation, and Test in Europe Conference (DATE), March 12-16, 2012, Dresden, Germany.
Abstract / PDF [436K]
Internally Deterministic Parallel Algorithms Can Be Fast. Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Julian Shun. Sigplan/ACM Conference on Principles and Practices of Parallel Programming (PPoPP), February 25–29, 2012, New Orleans, Louisiana, USA.
Abstract / PDF [271K]
Characterization and Transformation of Unstructured Control Flow in Bulk Synchronous GPU Applications. Haicheng Wu, Gregory Diamos, Jin Wang, Si Li, and Sudhakar Yalamanchili. International Journal of High Performance Computing Applications, Vol. 26, February 2012.
Abstract / PDF [301K]
2011
Parallel Application Memory Scheduling. Eiman Ebrahimi, Rustam Miftakhutdinov, Chris Fallin, Chang Joo Lee, Onur Mutlu, and Yale N. Patt. The 44th International Symposium on Microarchitecture, Porto Alegre, Brazil, December 2011.
Abstract / PDF [286K]
User Preferences for Indicator And Feedback Modalities: A preliminary survey study for developing a coaching system to facilitate wheelchair power seat function usage. H-Y. Liu, G. Grindle, F-C. Chuang, A. Kelleher, R. Cooper, D. Siewiorek, A. Smailagic, R. Cooper. IEEE Pervasive Computing, Vol. 10, October-December 2011.
Abstract / PDF [781K]
Prefetch-Aware Memory Controllers. Chang Joo Lee, Onur Mutlu, Veynu Narasiman, and Yale N. Patt, IEEE Transactions on Computers, 60(10), October 2011.
Abstract / PDF [2.85M]
Switching the Optical Divide: Fundamental Challenges for Hybrid Electrical/Optical Datacenter Networks. Hamid Hajabdolali Bazzaz, Malveeka Tewari, Guohui Wang, George Porter, T. S. Eugene Ng, David G. Andersen, Michael Kaminsky, Michael A. Kozuch, Amin Vahdat. To appear in ACM Symposium on Cloud Computing (SOCC'11), Cascais, Portugal, October 2011.
Abstract / PDF [191K]
IdleChat: Enabling High Bandwidth Real-time Applications in Residential Broadband Networks. Ramya Raghavendra, Michael Kaminsky, Konstantina Papagiannaki, Srinivasan Seshan, and Elizabeth Belding. In ACM SIGMOBILE Mobile Computing and Communications Review (MC2R) (invited paper), July 2011.
Abstract / PDF [529K]
MODELZ: Monitoring, Detection, and Analysis of Energy-Greedy Anomalies in Mobile Handsets. Hahnsang Kim, Kang G. Shin, and Padmanabhan Pillai, IEEE Transactions on Mobile Computing, July 2011.
Abstract / PDF [1M]
