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Analysing Resource Performance and its Application

Authors:
Milan Pospíšil
Vojtěch Mates
Tomáš Hruška

Keywords: resource performance analysis; business process simulation; business process intelligence; data mining; process mining; prediction; optimization; recommendation

Abstract:
Performance analysis of resources is important part of process optimizing. It is useful to analyze performance (execution time) for particular tasks, time deviation, error rate and its improvement during time. It is also possible to use the analyzing task execution time by resource for different purposes. For example, it is possible to change process definition according to the results, make predictions using short-term simulation, or use it only as analysis of performance properties. This paper focuses on analyzing resource properties and then makes overview of its applications. Some of these methods will be evaluated on real data in manufacturing company.

Pages: 149 to 154

Copyright: Copyright (c) IARIA, 2013

Publication date: February 24, 2013

Published in: conference

ISSN: 2308-4375

ISBN: 978-1-61208-254-7

Location: Nice, France

Dates: from February 24, 2013 to March 1, 2013