A framework for performance monitoring, modelling and prediction of component oriented distributed systems

  • Authors:
  • Adrian Mos;John Murphy

  • Affiliations:
  • Dublin City University, Glasnevin, Ireland;Dublin City University, Glasnevin, Ireland

  • Venue:
  • WOSP '02 Proceedings of the 3rd international workshop on Software and performance
  • Year:
  • 2002

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Abstract

We present a framework that can be used to identify performance issues in component-oriented distributed systems. The framework consists of a monitoring module, a modelling module and a prediction module, that are interrelated. The monitoring block extracts real-time performance data from a live or under development system. The modelling block generates UML models of the system showing where the performance problems are located and drives the monitoring process. The performance prediction block simulates different system-loads on the generated models and pinpoints possible performance issues. The technological focus is currently on Enterprise Java Beans systems.