conference paper
ASDF: An Automated, Online Framework for Diagnosing Performance Problems
Keith A. Barea b, Soila P. Kavulyaa b, Jiaqi Tanc d e, Xinghao Panc d e, Eugene Marinellia b, Michael P. Kasicka b, Rajeev Gandhia b, Priya Narasimhana b
- aCarnegie Mellon University, Pittsburgh, USA
- bCarnegie-Mellon University, Pittsburgh, PA
- cDSO National Laboratories, Singapore
- dDSO National Laboratories
- eSingapore
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Abstract
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TL;DRThis work automates problem localization using ASDF, an online diagnostic framework that transparently monitors and analyzes different time-varying data sources and narrows down performance problems to a specific node or a set of nodes in Hadoop. (Semantic Scholar)