Publications

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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., 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)
H
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)
G
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)
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)
D
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., 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)
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)
Delimitrou, C., S. Sankar, K. Vaid, and C. Kozyrakis, "Accurate Modeling and Generation of Storage I/O for Datacenter Workloads", Exascale Evaluation and Research Techniques Workshop (EXERT), in conjunction with ASPLOS, Newport Beach, CA, 03/2011.  Download: paper (715.38 KB); slides (2.09 MB)
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., 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., 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)