Towards the Performance Analysis of Apache Tez Applications

José Ignacio Requeno, Iñigo Gascón, José Merseguer
2018 Companion of the 2018 ACM/SPEC International Conference on Performance Engineering - ICPE '18  
Apache Tez is an application framework for large data processing using interactive queries. When a Tez developer faces the fulllment of performance requirements s/he needs to congure and optimize the Tez application to specic execution contexts. However, these are not easy tasks, though the Apache Tez conguration will impact in the performance of the application signicantly. Therefore, we propose some steps, towards the modeling and simulation of Apache Tez applications, that can help in the
more » ... formance assessment of Tez designs. For the modeling, we propose a UML prole for Apache Tez. For the simulation, we propose to transform the stereotypes of the prole into stochastic Petri nets, which can be eventually used for computing performance metrics.
doi:10.1145/3185768.3186284 dblp:conf/wosp/RequenoGM18 fatcat:x7gw36c3gzev7frewamqriweji