Formal Modeling of Resource Management for Cloud Architectures: An Industrial Case Study

Abstract

We show how aspects of performance, resource consumption, and deployment on the cloud can be formally modeled for an industrial case study of a distributed system, using the abstract behavioral specification language ABS. These non-functional aspects are integrated with an existing formal model of the functional system behavior, supporting a separation of concerns between the functional and non-functional aspects in the integrated model. The ABS model is parameterized with respect to deployment scenarios which capture different application-level management policies for virtualized resources. The model is validated against the existing system’s performance characteristics and used to simulate and compare deployment scenarios on the cloud.

Publication
In Proc. European Conference on Service-Oriented and Cloud Computing (ESOCC 2012). LNCS 7592. © Springer 2012.
Date