Managed Communication and Consistency for Fast Data-Parallel Iterative Analytics Jinliang Wei Wei Dai Aurick Qiao Qirong Ho? Henggang Cui Gregory R. Ganger Phillip B. Gibbons† Garth A. Gibson Eric P. Xing Carnegie Mell

First Page		Document Content
Date: 2016-03-07 13:00:52 Parallel computing Stochastic optimization M-estimators Convex optimization Stochastic gradient descent Consistency model Cache Parameter ML XC Bulk synchronous parallel		Managed Communication and Consistency for Fast Data-Parallel Iterative Analytics Jinliang Wei Wei Dai Aurick Qiao Qirong Ho? Henggang Cui Gregory R. Ganger Phillip B. Gibbons† Garth A. Gibson Eric P. Xing Carnegie Mell Add to Reading List Source URL: www.pdl.cmu.edu Download Document from Source Website File Size: 636,00 KB Share Document on Facebook

	Solving the straggler problem for iterative convergent parallel ML Aaron Harlap? , Henggang Cui? , Wei Dai? , Jinliang Wei? Gregory R. Ganger? , Phillip B. Gibbons?† , Garth A. Gibson? , Eric P. Xing? ? DocID: 1qHeB - View Document
	Design of Parallel and High-Performance Computing: Distributed-Memory Models and Algorithms Edgar Solomonik ETH Z¨ urich DocID: 1qvRY - View Document
	Summary Design of Parallel and High-Performance Computing: Distributed-Memory Models and Algorithms Lecture overview DocID: 1pNVu - View Document
	Managed Communication and Consistency for Fast Data-Parallel Iterative Analytics Jinliang Wei Wei Dai Aurick Qiao Qirong Ho? Henggang Cui Gregory R. Ganger Phillip B. Gibbons† Garth A. Gibson Eric P. Xing Carnegie Mell DocID: 1p18D - View Document
	Summary Design of Parallel and High-Performance Computing: Distributed-Memory Models and Algorithms Lecture overview DocID: 1oxK9 - View Document