Nomadic Computing for Big Data Analytics.

Hsiang-Fu Yu,Cho-Jui Hsieh,Hyokun Yun,S. V. N. Vishwanathan,Inderjit S. Dhillon

Computer（2016）

引用 4|浏览108

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摘要

Analyzing the massive datasets of today's applications will require scalable and sophisticated machine-learning methods. NOMAD, a novel nomadic framework, combines two common approaches: stochastic optimization and distributed computing.

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关键词

Stochastic processes,Charge coupled devices,Scalability,Big data,Motion pictures,Inference algorithms,Partitioning algorithms

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