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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.
ISTC-CC 2011 Retreat: Posters
POSTER SESSION I | POSTER SESSION II
POSTER SESSION I
FAWNSort: Energy-efficient Sorting of Large Datasets
Babu Pillai, Michael Kaminsky, Michael Kozuch (Intel) Vijay Vasudevan, Dave Andersen, Lawrence Tan (CMU)
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Small Cache, Big Effect: Provable Load Balancing for Randomly Partitioned Cluster Services
Bin Fan, Hyeontaek Lim, David Andersen, Michael Kaminsky* (CMU, *Intel)
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Exploiting Idleness In Multi-tier Data Centers
Timothy Zhu, Anshul Gandhi, Mor Harchol-Balter, Mike Kozuch* (CMU, *Intel)
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JackRabbit: Improved Agility in Elastic Distributed Storage
Jim Cipar, Nitin Gupta, Elie Krevat, Alexey Tumanov, Michael A. Kozuch (Intel), Gregory R. Ganger (CMU)
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Managing Inter-Service Performance Dependencies
Elie Krevat, Greg Ganger (CMU)
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Integrating Monitoring And Analytics For Managing Large-scale Data Centers
Chengwei Wang, Karsten Schwan, Vanish Talwar*, Greg Eisenhauer, Liting Hu, Matthew Wolf CERCS Georgia Tech, *HP Labs
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Black-Box Localization of Storage Problems in Parallel File Systems
Michael P. Kasick, Rajeev Gandhi, Priya Narasimhan (CMU)
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Rika: Practical Peer-comparison for Problem Localization
Soila Kavulya, Jiaqi Tan, Xinghao Pan, Rajeev Gandhi and Priya Narasimhan (CMU)
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THEIA: Visual Signatures for Hadoop Diagnosis
Elmer Garduno (CMU), Soila P. Kavulya (CMU), Rajeev Gandhi (CMU), Priya Narasimhan (CMU)
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Draco: Top-Down Statistical Diagnosis of Large-scale VoIP Networks
S. Kavulya, K. Joshi*, Matti Hiltunen*, Scott Daniels*, Rajeev Gandhi, Priya Narasimhan (CMU, *AT&T)
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Diagnosing Performance Changes by Comparing Request Flows
Raja Sambasivan, Alice Zheng, Eno Thereska, Greg Ganger (CMU)
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Generalizing Request-flow Comparison to More Systems
Raja Sambasivan, William Wang, Greg Ganger (CMU)
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vQuery: Tracking Configuration + Performance
Ilari Shafer, Charlene Zang, Snorri Gylfason, Greg Ganger (CMU)
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Abstracting IaaS: A Cloud Model Comparison
Ilari Shafer, Michael Stroucken, Greg Ganger (CMU)
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Performance & Scalability of n-Tier Workloads in IaaS Clouds
Deepal Jayasinghe, Simon Malkowski, Qingyang wang, Jack Li, Calton Pu (CERCS - Georgia Tech)
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Log-Based Architectures
Phillip Gibbons, Michael Kozuch (Intel), Todd Mowry, Onur Mutlu, Michelle Goodstein, Gennady Pekhimenko, Olatunji Ruwase, Vivek Seshadri (CMU)
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Run-Time Validation of Incremental Code Changes
Gennady Pekhimenko, Todd Mowry, Onur Mutlu (Carnegie Mellon), Phillip Gibbons, Michael Kozuch (Intel)
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Spark: Fault-tolerant In-memory Cluster Computing
Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael Franklin, Scott Shenker, Ion Stoica (UC Berkeley)
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GraphLab2: The Next Parallel Abstraction for ML
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Haijie Gu, Danny Bickson, Carlos Guestrin, Alex Smola, Joseph M. Hellerstein (CMU)
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Parallel Coordinate Descent for L1-Regularized Loss Minimization
Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin (Select Lab, CMU)
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Otus: Resource Attribution in Data-Intensive Clusters
Kai Ren, Julio Lopez, Garth Gibson (CMU)
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PLFS-HDFS: HPC Applications on Cloud Storage
Chuck Cranor, Milo Polte, Garth Gibson (CMU)
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eScience in a CMU Cloud Cluster
Julio Lopez, Michael Stroucken, Mitch Franzos, Jason Sommerfield, Wittawat Tantisiriroj, Milo Polte, Lin Xiao, Soila Pertet, Kai Ren, Greg Ganger, Garth Gibson (CMU)
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YCSB++: Benchmarking Advanced Features of BigTable-like Stores
Swapnil Patil, Milo Polte, Kai Ren, Wittawat Tantisiriroj, Lin Xiao, Julio López and Garth Gibson (CMU) Adam Fuchs and Billie Rinaldi (National Security Agency)
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LazyBase: Trading Freshness for Performance in a Scalable Database
Jim Cipar (CMU), Greg Ganger (CMU), Kim Keeton (HP), Brad Morrey (HP), Craig Soules (HP), Alistair Veitch (HP)
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Enabling Online Updates In Data Warehouses Via SSDs
Shimin Chen (HP), Anastasia Ailamaki, Manos Athanassoulis, Radu Stoica (EPFL), Phillip Gibbons (Intel Labs)
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Rethinking Database Algorithms for PCM
Shimin Chen (HP), Phillip Gibbons (Intel), Suman Nath (Microsoft)
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Persistent, Protected and Cached: Building Blocks for Main Memory Data Stores
Iulian Moraru, David G. Andersen, Michael Kaminsky*, Reinhard Munz (CMU, *Intel)
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Row Buffer Locality-Aware Caching Policy for Hybrid Memories
HanBin Yoon, Justin Meza, Rachata Ausavarungnirun, Rachael Harding, Onur Mutlu (CMU)
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Dynamic VM Synthesis for Cloudlet
Kiryong Ha, Padmanabhan S Pillai, Mahadev Satyanarayanan (CMU)
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Intelligent Virtual Machine State Prefetching
Yoshihisa Abe and Mahadev Satyanarayanan (CMU)
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Contact Sheets: Searching Untagged Images on Smartphones
Wolfgang Richter*, Kiryong Ha*, Alok Shankar*, Ardalan Amiri Sani (Rice), Jan Harkes*, Lin Zhong (Rice), Mahadev Satyanarayanan* (*CMU)
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BONUS POSTERS FROM ISTC FOR EMBEDDED COMPUTING
ISTC-EC: RESPAWN: REconfigurable Sensor Processing Across Wide-area Networks
Max Buevich (CMU), Anne Wright (CMU), Randy Sargent (CMU), Anthony Rowe (CMU), Jason Campbell (Intel), Mei Chen (Intel)
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ISTC-EC: AGORA: Future of Embedded Retail Technology
Priya Narasimhan, Rajeev Gandhi, Kunal Mankodiya, Jonathan Francis, Elmer Garduno, Akshay Pinto
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ISTC-EC: Realtime 3D Reconstruction of Realworld Scenes
Yaser Sheikh (RI), Mei Chen (Intel), James C. Hoe (ECE)
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ISTC-EC: Unsupervised Error Bounds for Multimodal Perception
Denver Dash (Intel), Tom Mitchell (CMU), Takeo Kanade (CMU), Martial Hebert (CMU)
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POSTER SESSION II
Informedia@TRECVID 2011: Surveillance Event Detection
Longfei Zhang, Lu Jiang, Lei Bao, Shohei Takahashi, Yuanpeng Li, Alexander Hauptmann(CMU), Babu Pillai (Intel)
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Scalable Causal Consistency for Wide-Area Storage with COPS
Wyatt Lloyd (Princeton), Michael J. Freedman (Princeton), Michael Kaminsky (Intel Labs), David G. Andersen (CMU)
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SILT: A Memory-Efficient, High-Performance Key-Value Store
Hyeontaek Lim, Bin Fan, David G. Andersen, Michael Kaminsky* (CMU, Intel)
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Thread Cluster Memory Scheduling
Yoongu Kim, Michael Papamichael, Onur Mutlu, Mor Harchol-Balter (CMU)
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Mesos: Sharing the Cluster
Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony Joseph, Randy Katz, Scott Shenker, Ion Stoica (UC Berkeley)
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Dynamic Change in Scheduling of Heterogeneous Services
Alexey Tumanov, James Cipar, Elie Krevat, Michael Stroucken, Greg Ganger (CMU), Mike Kozuch (Intel), Matei Zaharia (UCB), Ion Stoica (UCB)
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Tashi: Open-source Cloud Computing
Jim Cipar, Greg Ganger, Julio Lopez, Michael Stroucken, Dave O'Hallaron (CMU), Michael Kozuch (Intel), Richard Gass (Telefonica)
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On the Duality of Data-intensive File System Design: Reconciling HDFS and PVFS
Wittawat Tantisiriroj, Swapnil Patil, Garth Gibson (CMU), Seung Woo Son, Samuel J. Lang, Robert B. Ross (ANL)
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Exploring Hadoop MapReduce on Network Attached Storage
Ellis H. Wilson III (Penn State), Garth Gibson (CMU)
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DiskReduce: RAIDing the Cloud - Grouping Choices
Bin Fan, Wittawat Tantisiriroj, Lin Xiao, Garth Gibson (CMU)
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DiskReduce: RAIDing the Cloud - Encoding Options and Reliability
Bin Fan, Wittawat Tantisiriroj, Lin Xiao, Garth Gibson (CMU)
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Overcoming Metadata Bottlenecks: Scalable HDFS
Lin Xiao, Wittawat Tantisiriroj, Garth Gibson (CMU)
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Filesystem Metadata Management Using Fast Key-Value Store
Kai Ren, Garth Gibson (CMU)
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dBug: Systematic Evaluation of Distributed Systems
Jiri Simsa, Garth Gibson, Randy Bryant (CMU)
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Efficient Exploratory Testing of Concurrent Systems
Jiri Simsa, Randy Bryant, Garth Gibson, Jason Hickey* (CMU, *Google)
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Tashi ASF Incubator Project
Jim Cipar, Greg Ganger, Michael Stroucken (CMU), Michael Kozuch (Intel), Richard Gass (Telefonica)
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Open Cirrus™ Research Testbed
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Data-Intensive Computer Clusters and Networks
Mitch Franzos, Michael Stroucken, Julio López, Garth Gibson (CMU)
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PRObE: Systems Testbed at the Scale of Thousands
Garth Gibson, Mitch Franzos, Michael Stroucken, Chuck Cranor (CMU) Gary Grider (Los Alamos National Lab) Andree Jacobson, Katharine Chartrand (New Mexico Consortium)
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Problem Based Benchmarks
Guy Blelloch, Julian Shun, Kanat Tangwongsan, Harsha Vardhan Simhadri (CMU), Phillip Gibbons (Intel Labs)
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Disks Are Like Snowflakes: No Two Are Alike
Elie Krevat, Joseph Tucek*, Greg Ganger (CMU, * HP Labs)
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