Publication

Abstract : Performance prediction systems and method of an Internet of Things IoT platform and applications includes obtaining inputs comprising one of i user requests and ii: sensor observations from sensors invoking Application Programming Interface APIs of the platform based on inputs; identifying open flow OF and closed flow CF requests of systemsconnected to the platform; identifying workload characteristics of the OF and CF requests to obtain segregated OF and segregated CF requests, and a combination of open and closed flow requests; executing performance tests with the APIs based on the workload characteristics; measuring resource utilization of the systems and computing service demands of resources from measured utilization, and user requests processed by the platform per unit time; executing the performance tests with the invoked APIs based on volume of workload characteristics pertaining to the applications; and predicting, using queuing network, performance of the applications for the volume of workload characteristics.