2.3k citations · 5.7k across the 44 of their papers we have counts for
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cs.DC2015★ 1.9k cited
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
Tianqi Chen, Mu Li, Yutian Li +7
MXNet is a multi-language machine learning (ML) library to ease the development of ML algorithms, especially for deep neural networks. Embedded in the host language, it blends decl…
cs.DC2015★ 12 cited
DRS: Dynamic Resource Scheduling for Real-Time Analytics over Fast Streams
Tom Z. J. Fu, Jianbing Ding, Richard T. B. Ma +3
In a data stream management system (DSMS), users register continuous queries, and receive result updates as data arrive and expire. We focus on applications with real-time constrai…