Analysis and load Testing of a real-world cloud deployed distributed system
Date
2016-12-23
Authors
O'Dwyer, Robert
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Abstract
This thesis uses data from a real-world distributed system to develop a model for realistic load tests, and analyzes the results of several different workload scenarios on a test deployment. The research focused on characterizing the workload of the real-world Pretio system using logs captured from the production deployment, modelling a workload from those logs, and analyzing the impact on a test deployment of the system of a series of scenarios providing different parameters to the model. The results were evaluated by testing the response time distributions across multiple test runs for statistical similarity.
Description
Keywords
Real-world Pretio system, Characterize workload