Open AccessHigh-Performance Distributed ML at Scale through Parameter Server Consistency Models
Author(s) -
Wei Dai,
Abhimanu Kumar,
Jianhui Wei,
Qirong Ho,
Garth A. Gibson,
Eric P. Xing
Publication year - 2015
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - Uncategorized
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v29i1.9195
Subject(s) - computer science , consistency (knowledge bases) , asynchronous communication , consistency model , distributed computing , implementation , throughput , sequential consistency , eventual consistency , code (set theory) , scale (ratio) , programming paradigm , parallel computing , distributed memory , data consistency , shared memory , programming language , artificial intelligence , operating system , set (abstract data type) , physics , quantum mechanics , wireless , computer network