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Towards Scalable Critical Alert Mining
Published on Oct 07, 20141553 Views
Performance monitor software for data centers typically generates a great number of alert sequences. These alert sequences indicate abnormal network events. Given a set of observed alert sequences, it
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Chapter list
Towards Scalable Critical Alert Mining00:00
Big Data Analytics in Automated System Management00:08
Massive Monitoring Data in Complex Systems01:38
System Malfunction Detection via Alerts02:21
Mining Critical Alerts03:44
Pipeline04:30
Alert Graph05:36
Gain of Addressing Alerts06:16
Critical Alert Mining07:14
Naive Greedy Algorithm08:21
Bound and Pruning Algorithm (BnP)09:28
Single-Tree Approximation10:33
Single-Tree Approximation (cont.)11:16
Multi-Tree Approximation12:03
Experimental Results12:33
Conclusion12:54
Thank you!14:26