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DynamicSpotter is an approach and tooling environment for measurement-based, automatic detection of soft-ware performance problems by conducting systematic performance tests. The goal of this seminar paper is to provide an overview of the DynamicSpotter approach, including the underlying concept of performance prob-lem hierarchies and detection heuristics, which are used for the systematic performance testing. In addition to studying and summarizing the research literature, it is a mandatory part of this seminar to gather and share hands-on experience with the available tooling infrastructure. For example, the approach could be applied to a distributed enterprise application which is subject to performance problem injection. The provided references are to be considered a starting point and it is expected to extend the literature search and present a coherent view on the current state of the art in this area. References [1] DynamicSpotter: A framework for measurement-based, automatic detection of software performance problems