Kahuna: Problem diagnosis for Mapreduce-based cloud computing environments

We present Kahuna, an approach that aims to diagnose performance problems in MapReduce systems. Central to Kahuna's approach is our insight on peer-similarity, that nodes behave alike in the absence of performance problems, and that a node that behaves differently is the likely culprit of a per...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Jiaqi Tan, Xinghao Pan, Marinelli, Eugene, Kavulya, Soila, Gandhi, Rajeev, Narasimhan, Priya
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Cloud computing Clustering algorithms Data mining Facebook Fault diagnosis Large-scale systems Measurement Open source software Peer to peer computing Statistics
Online-Zugang:	Volltext bestellen
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