BigRoots: An Effective Approach for Root-Cause Analysis of Stragglers in Big Data System

Stragglers are commonly accepted to have a great impact on the performance of big data system. However, the reason to cause straggler is complicated. Previous works mostly focus on straggler detection, scheduling optimization, and coarse-grained root-cause analysis. These methods fail to provide use...

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Bibliographic Details
Main Authors: Honggang Zhou, Yunchun Li, Hailong Yang, Jie Jia, Wei Li
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8419740/