Architects Research Society
Oct 19, 2015 · Artificial Intelligence
Efficient Distributed Machine Learning on Azure: Overcoming Communication Bottlenecks
The article discusses Microsoft’s research on scalable distributed machine‑learning on Azure, highlighting the challenges of communication overhead, the use of Vowpal Wabbit and Statistical Query Model techniques, and proposing algorithms that reduce iteration counts to achieve faster, cost‑effective predictive analytics for large‑scale data.
Azure MLbig datacommunication bottleneck
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