Profit optimization of resource management for big data analytics-as-a-service platforms in cloud computing environments

Abstract

Discovering optimal resource management solutions to support data analytics to extract value from big data is an increasingly important research area. It is fair to say that the success of many organizations, companies, and individuals now relies heavily on data analytics solutions. Cloud computing greatly supports big data analytics by providing scalable resources based on user demand and supporting elastic resource provisioning in a pay-as-you-go model. Big data Analytics as a Service (AaaS) platforms provision AaaS to various domains as consumable services in an easy to use manner across cloud computing environments. AaaS platforms aim to deliver efficient data analytics solutions to bene..