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Oct, 2013
MLI:分布式机器学习 API
MLI: An API for Distributed Machine Learning
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Evan R. Sparks, Ameet Talwalkar, Virginia Smith, Jey Kottalam, Xinghao Pan...
TL;DR
MLI是一个应用程序接口,旨在解决在数据中心计算的分布式设置中构建机器学习算法的挑战。相对于现有系统,我们的初步结果显示,使用此接口可以仅具有最小的复杂性和高度竞争性的性能和可伸缩性来构建广泛的常见机器学习算法的分布式实现。
Abstract
mli
is an Application Programming Interface designed to address the challenges of building Machine Learn- ing algorithms in a
distributed setting
based on
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