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Decision guidance models are a means for design space exploration and documentation. In this paper, we present decision guidance models for microservice monitoring. The selection of a monitoring system is an essential part of each microservice architecture due to the high level of dynamic structure and behavior of such a system. We present decision guidance models for generation of monitoring data,...
Runtime monitoring is necessary for continuous quality assurance of Web services. In a monitoring system, sensors with policies are widely used to collect runtime execution data, detect behavior anomalies and generate alerts. Hard-coded sensors and policies are expensive to develop and maintain. They are hard to accommodate the flexible changes of the service-based system to be monitored. The paper...
Software specification is an important element of the software development process. However, in most cases the specifications are out-of-date or even missing. One solution for this kind of problem is to use some process that infers the specification automatically. Work by Ernst et al (2000 ; 2002) has shown how specifications can be generated using program execution traces. These approaches are dependent...
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