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Books > Computing & IT > General theory of computing
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Event Mining - Algorithms and Applications (Paperback)
Loot Price: R1,481
Discovery Miles 14 810
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Event Mining - Algorithms and Applications (Paperback)
Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
Expected to ship within 10 - 15 working days
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Event mining encompasses techniques for automatically and
efficiently extracting valuable knowledge from historical event/log
data. The field, therefore, plays an important role in data-driven
system management. Event Mining: Algorithms and Applications
presents state-of-the-art event mining approaches and applications
with a focus on computing system management. The book first
explains how to transform log data in disparate formats and
contents into a canonical form as well as how to optimize system
monitoring. It then shows how to extract useful knowledge from
data. It describes intelligent and efficient methods and algorithms
to perform data-driven pattern discovery and problem determination
for managing complex systems. The book also discusses data-driven
approaches for the detailed diagnosis of a system issue and
addresses the application of event summarization in Twitter
messages (tweets). Understanding the interdisciplinary field of
event mining can be challenging as it requires familiarity with
several research areas and the relevant literature is scattered in
diverse publications. This book makes it easier to explore the
field by providing both a good starting point for readers not
familiar with the topics and a comprehensive reference for those
already working in this area.
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