| Document Date: 2014-02-02 20:47:34
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City Toronto / / Company Amazon / BitTorrent / Netflix / Twitter / Google / Facebook / Chain A / Yahoo! / / Country Canada / / Currency USD / / / Event Reorganization / / Facility Ion Stoica University of California / / IndustryTerm iterative algorithm / large-scale analytics applications / broadcast algorithms / bisection bandwidth networks / spam classification algorithm / dot product / collaborative filtering algorithm / software updates / shuffle scheduling algorithm / graph algorithms / adaptive clustering algorithm / cluster computing systems / iterative optimization algorithms / collaborative filtering applications / Internet Cornet Approach / datacenter networks / application software / faster network / near-full bisection bandwidth network / heterogeneous and dynamic networks / machine learning applications / computing / per-flow traffic management / cluster computing frameworks / bisection bandwidth network / learning algorithm / web services / / Organization University of California / Berkeley / In Orchestra / / Person Michael I. Jordan / Justin Ma / / Position network Transfer Controller / researcher / Cloud computing General / advocate managing concurrent transfers / cluster scheduler / Inter-Transfer Controller / considerable Coordination Activity Inter-Transfer Controller / scheduler / Transfer Controller / / Product CornetClustering / TCs / / ProvinceOrState Manitoba / Ontario / / Technology data warehouse / 35 30 25 20 15 10 5 0 Algorithms / shuffle scheduling algorithm / adaptive clustering algorithm / spam classification algorithm / API / 1 1 4 4 1 1 1 1 1 Algorithms / iterative optimization algorithms / clustering algorithm / machine learning / UDP / graph algorithms / learning algorithm / Load Balancing / collaborative filtering algorithm / one algorithm / iterative algorithm / 5.4 Size-Aware Broadcast Algorithm / /
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Managing Data Transfers in Computer Clusters with Orchestra Mosharaf Chowdhury, Matei Zaharia, Justin Ma, Michael I. Jordan, Ion Stoica University of California, Berkeley {mosharaf, matei, jtma, jordan, istoica}@cs.berk