1. “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. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6226823 2. “Generation Smart-phone,” D. Siewiorek, IEEE Spectrum, vol. 49, no. 9, September, 2012, pp. 54-58 (cover article). ONLINE VERSION GenerationSmartphone-IEEESpectrum.pdf 3. “When Average is Not Average: Large Response Time Fluctuations in N-tier Systems,” Qingyang Wang, Yasuhiko Kanemasa, Motoyuki Kawaba, and Calton Pu, Proceedings of 2012 IEEE International Conference on Autonomic Computing (ICAC’12), September 2012. ICAC12Wang.pdf 5. "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. netcohort.pdf 6. "Project Hoover: Auto-Scaling Streaming Map-Reduce Applications", Rajalakshmi Ramesh, Liting Hu, Karsten Schwan, MDBS Workshop at ICAC Conference, September 2012. MBDS_camera_Liting2.pdf 7. "Row Buffer Locality Aware Caching Policies for Hybrid Memories,” HanBin Yoon, Justin Meza, Rachata Ausavarungnirun, Rachael Harding, and 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). RBLA_ICCD12.pdf 8. "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, and Ken Mai, Proceedings of the 30th IEEE International Conference on Computer Design (ICCD’12), September 2012. flash-correct-and-refresh_iccd12.pdf 9. "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. smallrb_iccd12.pdf 10. “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, and Michael A. Kozuch, International Conference on Parallel Architectures and Compilation Techniques (PACT’12), September 2012. pact12_pekhimenko.pdf 11. “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. chrysalis_pact12.pdf 12. “The Evicted-Address Filter: A Unified Mechanism to Address Both Cache Pollution and Thrashing,” Vivek Seshadri, Onur Mutlu, Todd C Mowry, and Michael A Kozuch, International Conference on Parallel Architectures and Compilation Techniques (PACT’12), September 2012. pact12_seshadri.pdf 13. "Application-to-Core Mapping Policies to Reduce Memory Interference in Multi-Core Systems," Reetuparna Das, Rachata Ausavarungnirun, Onur Mutlu, Akhilesh Kumar, and Mani Azimi, Proceedings of the 21st ACM International Conference on Parallel Architectures and Compilation Techniques (PACT’12) Poster Session, September 2012. pact12_das.pdf 14. “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. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6226823 15. “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. need 16. “Performance Isolation and Fairness for Multi-Tenant Cloud Storage,” David Shue, Michael J. Freedman, and Anees Shaikh, Proc. Symposium on Operating Systems Design and Implementation (OSDI '12), October 2012. osdi12-final-215.pdf 17. “PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs,” Joseph E. Gonzalez, Yucheng Low, Haijie Gu, Danny Bickson, Carlos Guestrin, (OSDI’12), October 2012. osdi2012-gonzalez-low-gu-bickson-guestrin.pdf 18. “GraphChi: Large-Scale Graph Computation on Just a PC,” Aapo Kyrola, Guy Blelloch, and Carlos Guestrin, (OSDI’12), October 2012. osdi2012-kyrola-blelloch-guestrin.pdf 19. “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. googletrace-socc2012.pdf 20. “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. socc12-cake.pdf 21. “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. vector-socc2012-single.pdf 22. “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. alsched-socc2012.pdf 23. “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. socc12-explicit.pdf 24. “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. yl-2012-003.pdf 25. “DCast: Sustaining Collaboration in Overlay Multicast despite Rational Collusion,” Haifeng Yu, Phillip B. Gibbons, and Chenwei Shi, (CCS’12), October 2012. ccs12-fp014-yu.pdf 26. "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. cloudlet_hostile_MobiCASE2012_camera_ready.pdf 27. "HAT: Heterogeneous Adaptive Throttling for On-Chip Networks," Kevin Chang, Rachata Ausavarungnirun, Chris Fallin, and Onur Mutlu, Proceedings of the 24th International Symposium on Computer Architecture and High Performance Computing, October 2012. hat_sbacpad2012.pdf 28. “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. plfs-index.pdf 29. “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. patil-pdsw12.pdf 30. “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. CMU-PDL-12-103.pdf 31. "AutoScale: Dynamic, Robust Capacity Management for Multi-Tier Data Centers," Anshul Gandhi, Mor Harchol-Balter, Ram Raghunathan, and Mike Kozuch, ACM Transactions on Computer Systems (TOCS) vol. 30, No. 4, Article 14, 2012. autoscale_2012_tech.pdf 32. "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. vscope.pdf 33. “SOFTScale: Stealing Opportunistically For Transient Scaling,” Anshul Gandhi, Timothy Zhu, Mor Harchol-Balter, and Michael A. Kozuch, ACM Middleware (Middleware’12), December 2012. softscale_2012_tech.pdf 34. “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. vscope_poster.pdf 35. “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. hadoopvis-lisa12.pdf 1. NEAT: Road Network Aware Trajectory Clustering", Binh Han, Ling Liu and Edward Omiecinski, ICDCS’12, June 2012. in place 2. “v-Bundle: Flexible Group Resource Offerings in Clouds,” Liting Hu, Kyung Dong Ryu, Dilma Da Silva, and Karsten Schwan, ICDCS’12, June 2012. in place 3. “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. in place 4. “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. in place 5. “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. git-cercs-11-07.pdf 6. “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 in place 7. "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 in place 8. “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, and Calton Pu, Proceedings of the 2012 IEEE CLOUD Conference (CLOUD’12), June 2012. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=6253502 9. “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. in place 10. “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. Won best paper award. in place 11. “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. in place 12. "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. in place 13. “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. in place 14. “Parallel and I/O Efficient Set Covering Algorithms,” Guy Blelloch, Harsha Vardhan Simhadri and Kanat Tangwongsan, Proceedings of the 24th ACM Symposium on Parallelism in Algorithms and Architectures (SPAA'12), June 2012. spaa12-setcover.pdf 15. “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 16. “Reliability Implications of Power and Thermal Constrained Operation of Asymmetric Multicore Processors,” W. Song, S. Mukhopadhyay, and S. Yalamanchili, Dark Silicon Workshop, June 2012. ISCA_DarkSilicon_2012_SONG.pdf and DS.yalamanchili.pdf 17. “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 in place 18. “Xerxes: Distributed Load Generator for Cloud-scale Experimentation,” Mukil Kesavan, Ada Gavrilovska, and Karsten Schwan, 7th OpenCirrus Summit, June 2012. xerxes.pdf 19. “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), June 2012. in place 20. "Role-Based and Time-Bound Access and Management of EHR Data,” Rui Zhang, Ling Liu, and Xue Rui, International Journal of Security and Communication Networks, 2012 Wiley. RuiZhang-EHRsecurity.pdf 21. "Unsupervised Conversion of 3D Models for Interactive Metaverses,” Jeffrey Terrace, Ewen Cheslack-Postava, Philip Levis, and Michael J. Freedman, Proc. IEEE International Conference on Multimedia and Expo (ICME'12), July 2012. sirikata-cdn-icme-2012.pdf 22. “The Cost of Fault Tolerance in Multi-Party Communication Complexity,” Binbin Chen, Haifeng Yu, Yuda Zhao, and Phillip B. Gibbons, Proc. 31st ACM Symposium on Principles of Distributed Computing (PODC'12), July 2012. ftcc-podc12.pdf 23. “Towards Predictable Multi-Tenant Shared Cloud Storage,” David Shue, Michael J. Freedman, and 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. pisces-ladis12.pdf 24. "On-Chip Networks from a Networking Perspective: Congestion and Scalability in Many-core Interconnects," George Nychis, Chris Fallin, Thomas Moscibroda, Onur Mutlu, and Srinivasan Seshan, Proceedings of the 2012 ACM SIGCOMM Conference (SIGCOMM’12), August 2012. SIGCOMM_2012.pdf 25. "Adaptive Usage of Cellular and WiFi Bandwidth: An Optimal Scheduling Formulation,” Ozlem Bilgir Yetim and Margaret Martonosi, ACM MobiCom Workshop on Challenged Networks, August 2012. obilgir-chants2012.pdf 26. “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. mapred_workloads_vldb_2012.pdf 27. "RainMon: An Integrated Approach to mining bursty timeseries monitoring data,” Ilari Shafer, Kai Ren, Vishnu Boddeti, Yashihisa Abe, Greg Ganger, and Christos Faloutsos, Proc. 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'12), August 2012. kdd_2012.pdf 28. "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. ReferenceArchMobileCode-WICSA2012.pdf 29. “File system virtual appliances: Portable file system implementations,” Abd-El-Malek, M., M. Wachs, J. Cipar, K. Sanghi, G. Ganger, G. Gibson, and M. Reiter. IEEE Transactions on Storage (TOS), vol 8, no 3, May 2012. FSVA-ACMToS.pdf 30. “Scalable Dynamic Partial Order Reduction,” Jiri Simsa, Randy Bryant, Garth Gibson, and Jason Hickey, Int. Conf. on Runtime Verification (RV’12), September 2012. scalablePOR.pdf