Turbo: Dynamic and Decentralized Global Analytics via Machine Learning

IEEE Transactions on Parallel and Distributed Systems(2020)

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摘要
Big data analytics are practiced in many fields to extract insights from massive amounts of data. With exponential growth in both the volume and variety of data, analytic queries have expanded from those executed in a single datacenter to those requiring inputs from multiple datacenters that are geographically separate or even globally distributed. Unfortunately, the software stack that supports d...
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关键词
Bandwidth,Optimization,Data analysis,Machine learning,Runtime,Task analysis,Sparks
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