almansoori-bigdata-2020.pdf (3.51 MB)
Big Data Stream Processing in the Cloud
thesisposted on 2023-06-07, 01:55 authored by Ahmed Jaber Hussein Al-Mansoori
This study focused on big data stream processing approaches in cloud computing as it becomes the core IT infrastructure for enterprise computing and data storage and analytics. This study has addressed some of the critical issues in relation to this important research topic and ultimately made good contributions to knowledge. A systematic study has been cast with resource optimization, load balancing, cost optimization and predictive scheduling. It presents an in-depth analysis of the research undertaken and proposes several innovative approaches toward improving stream processing.