Recent Publications

  1. Sandeep Rasoori and Venkatesh Akella, SCALABLE HARDWARE ACCELERATOR FOR MINI-BATCH GRADIENT DESCENT in ACM Great Lakes Symposium on VLSI (2018)
  2. Kramer Straube, Christopher Nitta, Rajeevan Amirtharajah, Matthew Farrens and Venkatesh Akella. IMPROVING EXECUTION TIME OF PARALLEL PROGRAMS ON LARGE SCALE CHIP MULTIPROCESSORS WITH CONSTANT AVERAGE POWER PROCESSING, In International Conference on Computer Design (ICCD), 2017
  3. Paolo Grani, Roberto Proietti,Venkatesh Akella and S. J. Ben Yoo. DESIGN AND EVALUATION OF AWGR-BASED PHOTONIC NOC ARCHITECTURES FOR 2.5D INTEGRATED HIGH PERFORMANCE COMPUTING SYSTEMS. IEEE International Symposium on High Performance Computer (HPCA-2017).
  4. Huan Zhang, Cho-Jui Hsieh, Venkatesh Akella. HOGWILD++: A NEW MECHANISM FOR DECENTRALIZED ASYNCHRONOUS STOCHASTIC GRADIENT DESCENT. Proceedings of the International Conference on Data Mining (ICDM), pages 629-638, 2016
  5. Motamedi, P. Gysel, V. Akella, and S. Ghiasi. DESIGN SPACE EXPLORATION OF FPGA-BASED DEEP CONVOLUTIONAL NEURAL NETWORKS . 21st Asia and South Pacific Design Automation Conference (ASP-DAC), 575-580. 2016
  6. C. Nitta, M. Farrens, and V. Akella. ON-CHIP PHOTONIC INTERCONNECTS: A COMPUTER ARCHITECT’S PERSPECTIVE, Synthesis Lectures in Computer Science, Morgan-Claypool Publishers, 2013.
  7. P.T. Congdon, P. Mohapatra, M. Farrens Venkatesh Akella. SIMULTANEOUSLY REDUCING LATENCY AND POWER CONSUMPTION IN OPENFLOW SWITCHES. IEEE/ACMTransactionsonNetworking, 22(3): 1007-1020. 2014.
  8. F. Maker, R. Amirtharajah, V. Akella. UPDATE RATE TRADEOFFS FOR IMPROVING ONLINE  POWER MODELING IN SMARTPHONES. Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Beijing, September, 114-119.
  9. T. Zink, F. Maker, R. Geyer, R. Amirtharajah Venkatesh Akella. COMPARATIVE LIFECYCLE ASSESSMENT OF SMARTPHONE REUSE: REPURPOSING VS.  REFURBISHMENT. International Journal of Lifecycle Assessment, 19(5): 1099-1109.
  10. Roberto Proietti, Yawei Yin, Runxiang Yu, Christopher Nitta, Xiaohui Ye, Venkatesh Akella, and S. J. B. Yoo, AN ALL OPTICAL TOKEN TECHNIQUE ENABLING A FULLY-DISTRIBUTED CONTROL PLANE IN AWGR-BASED OPTICAL INTERCONNECTS, in Journal of Lightwave Technology, Vol. 31, No. 3, pp. 414-422, February, 2013.

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