MELODIC: Utility Based Cross Cloud Deployment Optimisation

Abstract

Cross Cloud deployment of applications allows for many additional benefits, like using the best Cloud provider for a given application component, increasing the reliability owing to the diversification of Cloud providers, and providing additional elasticity and capacity. On the other side, in practical applications, it is currently very difficult to properly plan and optimise the architecture of the application for cross Cloud deployment. Different Cloud providers uses different types of infrastructure, making direct comparisons difficult. Additionally, the requirements of the application could change over time and according to the application's execution context, workload, users, and many other aspects. This paper presents the fundamentals of the MELODIC solution based on a high level model of the application and dynamic, Cloud provider agnostic optimised deployment and reconfiguration of the application.