Publications

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Gao, M., G. Ayers, and C. Kozyrakis, "Practical Near-Data Processing for In-memory Analytics Frameworks", International Conference on Parallel Architectures and Compilation Techniques (PACT), San Francisco, CA, 10/2015.  Download: paper (433.09 KB); slides (838.72 KB)
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Delimitrou, C., N. Bambos, and C. Kozyrakis, "QoS-Aware Admission Control in Heterogeneous Datacenters", International Conference on Automated Computing (ICAC), San Jose, CA, 06/2013.  Download: paper (518.36 KB); slides (1.65 MB)
Delimitrou, C., "QoS-Aware Cluster Management for Resource Efficient Cloud Computing", Electrical Engineering, vol. PhD: Stanford University, 08/2015.  Download: paper (16.13 MB)
Delimitrou, C., and C. Kozyrakis, "QoS-Aware Scheduling in Heterogeneous Datacenters with Paragon", Transactions on Computer Systems (TOCS), vol. 31, issue 4, 12/2013.  Download: paper (6.63 MB)
Delimitrou, C., and C. Kozyrakis, "Quality-of-Service-Aware Scheduling in Heterogeneous Datacenters with Paragon", IEEE Micro Special Issue on Top Picks from the Computer Architecture Conferences, 06/2014.  Download: paper (2.05 MB)
Delimitrou, C., and C. Kozyrakis, "Quasar: Resource-Efficient and QoS-Aware Cluster Management", 19th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), Salt Lake City, UT, 03/2014.  Download: paper (1.73 MB); slides (3.66 MB)
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Leverich, J., and C. Kozyrakis, "Reconciling High Server Utilization and Sub-millisecond Quality-of-Service", Proceedings of the 2014 EuroSys Conference, Amsterdam, Netherlands, 04/2014.
Klimovic, A., H. Litz, and C. Kozyrakis, "ReFlex: Remote Flash == Local Flash", 22nd ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) , Xi'an, China, 04/2017.  Download: paper (961.78 KB)
Kozyrakis, C., "Resource Efficienct Computing for Warehouse-scale Datacenters", Conference on Design Automation and Test in Europe (DATE), Grenoble, France, 03/2013.  Download: paper (332.62 KB)
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Sanchez, D., and C. Kozyrakis, "Scalable and Efficient Fine-Grained Cache Partitioning with Vantage", IEEE Micro's Top Picks from the Computer Architecture Conferences, vol. 32, no. 3, May-June, 2012.  Download: paper (1.05 MB)
Kozyrakis, C. E., and D. A. Patterson, "Scalable Vector Processors for Embedded Systems", IEEE Micro, vol. 23, no. 6, pp. 36–45, 11/2003.
Sanchez, D., and C. Kozyrakis, "SCD: A Scalable Coherence Directory with Flexible Sharer Set Encoding", Proceedings of the 18th international symposium on High Performance Computer Architecture (HPCA-18), New Orleans, LA, 02/2012.  Download: paper (424.5 KB); slides (418.71 KB)
Delimitrou, C., and C. Kozyrakis, "Security Implications of Data Mining in Cloud Scheduling", IEEE Computer Architecture Letters (CAL), 07/2015.  Download: paper (842.94 KB)
Delimitrou, C., and C. Kozyrakis, "Security Implications of Data Mining in Cloud Scheduling", IEEE Computer Architecture Letters, vol. 15, issue 2, 07/2016.  Download: 2016.seccloud.cal_.pdf (574.4 KB)
Kozyrakis, C., A. Kansal, S. Sankar, and K. Vaid, "Server Engineering Insights for Large-Scale Online Services", IEEE Micro, vol. 30, no. 4, Los Alamitos, CA, USA, IEEE Computer Society Press, pp. 8–19, 2010.  Download: paper (496.53 KB)
Delimitrou, C., S. Sankar, K. Vaid, and C. Kozyrakis, "Storage I/O Generation and Replay for Datacenter Applications", IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), Austin, TX, 04/2011.  Download: paper (260.56 KB)
Labonte, F., P. Mattson, W. Thies, I. Buck, C. Kozyrakis, and M. Horowitz, "The Stream Virtual Machine", Proceedings of the 13th International Conference on Parallel Architectures and Compilation Techniques (PACT), pp. 267–277, 9/2004.
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Delimitrou, C., D. Sanchez, and C. Kozyrakis, Tarcil: High Quality and Low Latency Scheduling in Large, Shared Clusters, : Stanford University, 11/2014.  Download: paper (1.85 MB)
Delimitrou, C., D. Sanchez, and C. Kozyrakis, "Tarcil: Reconciling Scheduling Speed and Quality in Large Shared Clusters", ACM Symposium on Cloud Computing (SOCC), Kohala Coast, HI, USA, 08/2015.  Download: paper (1.92 MB)
Gao, M., J. Pu, X. Yang, M. Horowitz, and C. Kozyrakis, "TETRIS: Scalable and Efficient Neural Network Acceleration with 3D Memory", The 22nd ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), Xi'an, China, 04/2017.  Download: paper (1.93 MB); slides (1.06 MB)
Delimitrou, C., S. Sankar, B. Khessib, K. Vaid, and C. Kozyrakis, "Time and Cost-Efficient Modeling and Generation of Large-Scale TPC Workloads", TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC), Seattle, WA, 08/2011.  Download: paper (931.08 KB)
Lo, D., L. Cheng, R. Govindaraju, L. A. Barroso, and C. Kozyrakis, "Towards Energy Proportionality for Large-Scale Latency-Critical Workloads", International Symposium on Computer Architecture, Minneapolis, Minnesota, 06/2014.  Download: Paper (897.16 KB); Slides (6.82 MB)
Malladi, K. T., B. C. Lee, F. A. Nothaft, C. Kozyrakis, K. Periyathambi, and M. Horowitz, "Towards Energy-proportional Datacenter Memory with Mobile DRAM", Proceedings of the 39th Annual International Symposium on Computer Architecture, Washington, DC, USA, IEEE Computer Society, pp. 37–48, 2012.  Download: paper (5.08 MB)
Hammond, L., V. Wong, M. Chen, B. D. Carlstrom, J. D. Davis, B. Hertzberg, M. K. Prabhu, H. Wijaya, C. Kozyrakis, and K. Olukotun, "Transactional Memory Coherence and Consistency", Proceedings of the 31st Annual International Symposium on Computer Architecture (ISCA), Munich, Germany, pp. 102–, 6/2004.
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Hameed, R., W. Qadeer, M. Wachs, O. Azizi, A. Solomatnikov, B. C. Lee, S. Richardson, C. Kozyrakis, and M. Horowitz, "Understanding Sources of Ineffciency in General-purpose Chips", Commun. ACM, vol. 54, no. 10, New York, NY, USA, ACM, pp. 85–93, 2011.  Download: paper (2.83 MB)