Spell: Online Streaming Parsing of Large Unstructured System Logs
Volume: 31, Issue: 11, Pages: 2213 - 2227
Published: Nov 1, 2019
Abstract
System event logs have been frequently used as a valuable resource in data-driven approaches to enhance system health and stability. A typical procedure in system log analytics is to first parse unstructured logs to structured data, and then apply data mining and machine learning techniques and/or build workflow models from the resulting structured data. Previous work on parsing system event logs focused on offline, batch processing of raw log...
Paper Details
Title
Spell: Online Streaming Parsing of Large Unstructured System Logs
Published Date
Nov 1, 2019
Volume
31
Issue
11
Pages
2213 - 2227
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