Many Flies in One Swat: Automated Categorization of Performance Problem Diagnosis Results

Angerstein, Tobias, Okanović, Dušan, Heger, Christoph, van Hoorn, Andre, Kovačević, Aleksandar and Kluge, Thomas (2017) Many Flies in One Swat: Automated Categorization of Performance Problem Diagnosis Results [Paper] In: 8th ACM/SPEC International Conference on Performance Engineering (ICPE '17), April 22-27, 2017, L'Aquila, Italy.

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Abstract

As the importance of application performance grows in modern enterprise systems, many organizations employ application performance management (APM) tools to help them deal with potential performance problems during production. In addition to monitoring capabilities, these tools provide problem detection and alerting. In large enterprise systems these tools can report a very large number of performance problems. They have to be dealt with individually, in a time-consuming and error-prone manual process, even though many of them have a common root cause.

In this vision paper, we propose using automatic categorization for dealing with large numbers of performance problems reported by APM tools. This leads to the aggregation of reported problems, reducing the work required for resolving them. Additionally, our approach opens the possibility
of extending the analysis approaches to use this information for a more efficient diagnosis of performance problems.

Document Type: Conference or Workshop Item (Paper)
Research affiliation: Kiel University > Faculty of Engineering > Department of Computer Science > Software Engineering
Projects: Kieker
Date Deposited: 04 Apr 2017 11:45
Last Modified: 04 Apr 2017 11:45
URI: http://eprints.uni-kiel.de/id/eprint/37424

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