CA‐MLBS: content‐aware machine learning based load balancing scheduler in the cloud environment

• Published in: Expert systems Vol. 40; no. 4
• Main Authors: Adil, Muhammad, Nabi, Said, Aleem, Muhammad, Diaz, Vicente Garcia, Lin, Jerry Chun‐Wei
• Format: Journal Article
• Language: English
• Published: Oxford Blackwell Publishing Ltd 01.05.2023
• Subjects: Algorithms; Ant colony optimization; Artificial intelligence; cloud; Cloud computing; Communications traffic; content‐aware; Heuristic; Heuristic task scheduling; Load balancing; Machine learning; PSO scheduler; Scheduling algorithms; Support vector machines; Swarm intelligence; task scheduling

Cloud computing is the on‐demand provision of computing resources over the Internet, such as cloud storage, computing power, network, and so on. Cloud computing has several advantages, including high speed, cost reduction, data security, and scalability. The main challenge in cloud environment is to...