Towards a Monitoring Feedback Loop for Cloud Applications

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Provided by: Association for Computing Machinery
Topic: Cloud
Format: PDF
Performance monitoring is fundamental to track cloud application health and service-level agreement compliance, but with the emergence of multi-cloud deployments, it may be-come increasingly important also to create a feedback loop between runtime operation in multi-clouds and design-time reasoning. This is because the developer needs to acquire more information on the specific performance features of a cloud platform to better leverage its specificities. The authors have developed a set of open source components that extract Quality-of-Service (QoS) data from a target Java application using JMX, aggregate it in a time-series database, and finally deliver it in a prototype Java dashboard that may be integrated in a development environment, such as eclipse, to display either live or historical QoS data.
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