Service demand based performance prediction using a single workload

摘要

Systems and methods for service demand based performance prediction using a single workload is provided to eliminate need for load testing. The process involves identifying a range of concurrencies for the application under test; capturing a single workload pertaining to the application under test; and iteratively performing for the identified range of concurrencies: generating an array of one or more predefined CPU performance metrics based on the captured single workload; generating an array of service demands based on the captured single workload and the generated array of the one or more pre-defined CPU performance metrics; computing an array of throughput based on the generated array of service demands; and updating the generated array of the one or more pre-defined CPU performance metrics based on the computed array of throughput.