InvarNet-X: A Black-Box Invariant-Based Approach to Diagnosing Big Data Systems.
IEEE Transactions on Emerging Topics in Computing(2017)
摘要
As big data spreads rapidly, performance problems in these systems become common concerns. As the first line of defending these problems, performance diagnosis plays an essential role in big data systems. It is notoriously difficult to conduct performance diagnosis in large distributed systems. Previous work either pinpoint the root causes by instrumenting the applications or runtime systems in a ...
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关键词
Measurement,Big data,Data models,Databases,Microwave integrated circuits,Licenses,Correlation
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