Publications

  • Machine Learning
    [1] D. Abts et. al. "Think Fast: A Tensor Streaming Processor (TSP) for Accelerating Deep Learning Workloads'', 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) , March 2020
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    [2] P. Kamath, A. Singh, D. Dutta "Fast Neural Architecture Construction using EnvelopeNets'', Workshop on MetaLearning (MetaLearn 2018 at NIPS 2018), December 2018.
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    [3] P. Kamath, A. Singh, D. Dutta "AMLA: an AutoML frAmework for Neural Network Design'', International Workshop on Automatic Machine Learning (AutoML Workshop 2018 at ICML 2018), July 2018.
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  • Networks
    [1] P. Kamath, "Media Access Control for Optical CDMA Networks through Interference Avoidance,'' Ph.D Dissertation, University of Southern California, May 2006.
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    [2] P. Saghari, P. Kamath, V. Arbab, M. Haghi, A. Willner, J. Bannister, and J. Touch, "Experimental demonstration of an Interference Avoidance based protocol for O-CDMA networks,'' in IEEE/OSA Optical Fiber Communication Conference (OFC), Mar 2006.
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    [3] P. Kamath, J. D. Touch, and J. A. Bannister, "Interference Avoidance in Optical CDMA Local Area Networks,'' in IEEE Infocom (Student Workshop), March 2005.
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    [4] P. Kamath, J. D. Touch, and J. A. Bannister, "Algorithms for Interference Sensing in Optical CDMA Networks,'' in IEEE International Conference on Communications (ICC), June 2004, vol. 3, pp. 1720-1724.
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    [5] P. Kamath, J. D. Touch, and J. A. Bannister, "The Need for Media Access Control in Optical CDMA Networks,'' in IEEE Infocom, March 2004, vol. 4, pp. 2208-2219.
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    [6] P. Kamath, K. Lan, J. Heidemann, J. Bannister, and J. Touch, "Generation of High Bandwidth Network Traffic Traces,'' in IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer Systems (MASCOTS), Oct 2002, pp. 401-410.
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  • Patents

    [1] P. Kamath et. al., "Optimizing serverless computing using a distributed computing framework" US Patent 11,016,673, May 2021
    [2] P. Kamath et. al., "Neural architecture construction using envelopenets for image recognition", US Patent 10,902,293 , Jan 2021
    [3] P. Kamath et. al., "Optimizing serverless computing using a distributed computing framework" , US Patent 10,637,756 , Jun 2020
    [4] P. Kamath et. al., "Traffic analytics service for telemetry routers and monitoring systems", US Patent 8,982,774 , Apr 2020
    [5] P. Kamath et. al., "Method for ranging to a wireless station in power saving mode", US Patent 8,982,774 , Mar 2015
    [6] P. Kamath et. al., "Method and apparatus for extending the awake state of a wireless station", US Patent 8,958,433, Feb 2015
    [7] P. Kamath et. al., "Method for placement of wireless repeaters in a wireless communication network", US Patent 8,614,956 , Dec 2013
    [8] P. Kamath et. al., "Method and apparatus for synchronizing and/or starting access points for adaptive time division multiplexing on a multi-channel wireline medium with colocated transceivers", US Patent 8,335,180, Dec 2012
    [9] P. Kamath et. al., "Method and apparatus for adaptive time division multiplexing on a multi-channel wireline medium with colocated transceivers", U.S. Patent 8,199,767, June 2012
    [10] P. Kamath et. al., "Method to forward Internet packets without conversion from an optical to an electronic format,'' U.S. Patent 7,369,766, May 2008