Publications

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Kozyrakis, C., and D. Patterson, "Vector vs. Superscalar and VLIW Architectures for Embedded Multimedia Benchmarks", Proceedings of the 35th Annual ACM/IEEE International Symposium on Microarchitecture (MICRO), Istanbul, Turkey, pp. 283–293, 11/2002.
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)
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)
Kozyrakis, C. E., and D. A. Patterson, "Scalable Vector Processors for Embedded Systems", IEEE Micro, vol. 23, no. 6, pp. 36–45, 11/2003.
Kozyrakis, C., and D. Patterson, "Overcoming the limitations of conventional vector processors", Proceedings of the 30th Annual International Symposium on Computer Architecture (ISCA), San Diego, CA, pp. 399–409, 06/2003.
Koeplinger, D., R. Prabhakar, Y. Zhang, C. Delimitrou, C. Kozyrakis, and K. Olukotun, "Automatic Generation of Efficient Accelerators for Reconfigurable Hardware", The 43rd International Symposium on Computer Architecture (ISCA), Seoul, South Korea, 06/2016. Abstract  Download: paper (2.77 MB)
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)
Klimovic, A., C. Kozyrakis, E. Thereska, B. John, and S. Kumar, "Flash Storage Disaggregation", Proceedings of the Eleventh European Conference on Computer Systems, London, UK, ACM, pp. 29:1–29:15, 2016.  Download: paper (1.52 MB)
Kazandjieva, M. A., B. Heller, O. Gnawali, P. Levis, and C. Kozyrakis, "Green enterprise computing data: Assumptions and realities.", IGCC: IEEE Computer Society, pp. 1-10, 2012.  Download: paper (331.4 KB)
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Hong, S., T. Oguntebi, J. Casper, N. Bronson, C. Kozyrakis, and K. Olukotun, "EigenBench: A Simple Exploration Tool for Orthogonal TM Characteristics", IEEE Intl. Symposium on Workload Characterization (IISWC), Atlanta, GA, 12/2010.  Download: paper (914.55 KB)
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.
Hameed, R., W. Qadeer, M. Wachs, O. Azizi, A. Solomatnikov, B. C. Lee, S. Richardson, C. Kozyrakis, and M. Horowitz, "Understanding Sources of Inefficiency in General-purpose Chips", Proceedings of the 37th Annual International Symposium on Computer Architecture, New York, NY, USA, ACM, pp. 37–47, 2010.  Download: paper (455.9 KB)
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)
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Gao, M., and C. Kozyrakis, "HRL: Efficient and Flexible Reconfigurable Logic for Near-Data Processing", 22nd IEEE Symposium on High Performance Computer Architecture (HPCA), Barcelona, Spain, 03/2016.  Download: paper (1.38 MB); slides (855.21 KB)
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)
Gao, M., C. Delimitrou, D. Niu, K. T. Malladi, H. Zheng, B. Brennan, and C. Kozyrakis, "DRAF: A Low-Power DRAM-based Reconfigurable Acceleration Fabric", The 43rd International Symposium on Computer Architecture (ISCA), Seoul, South Korea, 06/2016.  Download: paper (1.02 MB); slides (876.98 KB)
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)
Gao, M., C. Delimitrou, D. Niu, K. T. Malladi, H. Zheng, B. Brennan, and C. Kozyrakis, "DRAF: A Low-Power DRAM-Based Reconfigurable Acceleration Fabric", IEEE Micro Special Issue on Top Picks from the Computer Architecture Conferences, vol. 37, issue 3, 06/2017.  Download: paper (418.24 KB)
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Delimitrou, C., and C. Kozyrakis, "HCloud: Resource-Efficient Provisioning in Shared Cloud Systems", Twenty First International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), Atlanta, GA, 04/2016.  Download: paper (2.04 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., 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)
Delimitrou, C., S. Sankar, A. Kansal, and C. Kozyrakis, "ECHO: Recreating Network Traffic Maps for Datacenters of Tens of Thousands of Servers", IEEE International Symposium on Workload Characterization (IISWC), San Diego, CA, 11/2012.  Download: paper (8.76 MB); slides (4.22 MB)