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Toward ML-centric cloud platforms

Ricardo Bianchini, Marcus Fontoura, Eli Cortez, Anand Bonde, Alexandre Muzio, Ana-Maria Constantin, Thomas Moscibroda, Gabriel Magalhães, Girish Bablani, Mark Russinovich

2020Communications of the ACM69 citationsDOIOpen Access PDF

Abstract

Exploring the opportunities to use ML, the possible designs, and our experience with Microsoft Azure.

Topics & Concepts

Cloud computingComputer scienceSoftware engineeringOperating systemCloud Computing and Resource ManagementScientific Computing and Data ManagementDistributed and Parallel Computing Systems
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