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Manakattu, SS, Kumar MSD.  2012.  An improved biased random sampling algorithm for load balancing in cloud based systems. Proceedings of the International Conference on Advances in Computing, Communications and Informatics. :459–462., New York, NY, USA: ACM Abstract
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Pratima, HV, Leee OT, MadhuKumar SD, ChandranPriya.  2018.  Improved Epoch expiry and Load handling mechanism for RAPID - The Fast Data update Protocol in Erasure Coded Storage Systems. International Conference on Data Science and Engineering (ICDSE 2018). , Cochin University: IEEE explore
AnuMary, C, Anish G, Madhusudhan G, MadhuKumar SD.  2016.  Improving execution speed of Incremental runs of MapReduce using Provenance. (International Journal of Big Data Intelligence (IJBDI), InderScience (In Press).
Anu Mary Chacko, Anish Gupta, MS, MadhuKumar SD.  2017.  Improving execution speed of incremental runs of MapReduce using provenance. International Journal of Big Data Intelligence. 4:186-194. Abstract

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