Publications

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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 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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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)
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)
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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.