System and method facilitating performance prediction of multi-threaded application in presence of resource bottlenecks

摘要

The present disclosure generally relates to a system and method for predicting performance of a multi-threaded application, and particularly, to a system and method for predicting performance of the multi-threaded application in the presence of resource bottlenecks. In one embodiment, a system for predicting performance of a multi-threaded software application is disclosed. The system may include one or more processors and a memory storing processor-executable instructions for configuring a processor to: represent one or more queuing networks corresponding to resources, the resources being employed to run the multi-threaded application; detect, based on the one or more queuing networks, a concurrency level associated with encountering of a first resource bottleneck; determine, based on the concurrency level, performance metrics associated with the multi-threaded application; and predict the performance of the multi-threaded application based on the performance metrics.