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hello everyone my name is martin sopik iamp;#39;m a phd student ath zurich supervised by toaster hepler and iamp;#39;m going to present our work on using program analysis results to improve the workload performance modeling this research has been conducted in a collaboration with tobias grossen from the university of edinburgh and with felix vol from the technical university of darmstadt in performance modeling we usually consider a high-performance application for which we want to derive a set of analytical models one model a per function the models are parameterized with program parameters and they describe the behaviors of of metrics such as time the number of instructions measured or the memory accesses usually we consider just time the modulus are used to detect scalability bottlenecks of the application so before we scale the application on a very large run we can analyze its behavior and find out which components of the application scale poorly they can be used to comp to find