PCA-based network-wide correlated anomaly event detection and diagnosis

High-performance computing environments supporting large-scale distributed computing applications need multi-domain network performance measurements from open frameworks such as perfSONAR. Network-wide correlated anomaly events that can potentially impact data throughput performance need to be quick...

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Bibliographic Details

Published in:	2015 11th International Conference on the Design of Reliable Communication Networks (DRCN) pp. 149 - 156
Main Authors:	Yuanxun Zhang, Calyam, Prasad, Debroy, Saptarshi, Sridharan, Mukundan
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01-03-2015
Subjects:	Atmospheric measurements Delays Event detection Network topology Principal component analysis Topology
Online Access:	Get full text
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