Evaluating job scheduling algorithms in cloud: from heuristics and stratus to domain-enhanced deep learning

• المؤلف الرئيسي: Xu, Yinfeng
• مؤلفون آخرون: Tang Xueyan
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2025
• الموضوعات: Computer and Information Science; Job scheduling; Cloud computing; Algorithm analysis; Deep learning
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/184249
• المؤسسة: Nanyang Technological University

This research presents a comprehensive investigation of cloud job scheduling algorithms, transitioning from conventional heuristic approaches to advanced machine learning (ML) techniques. The objective is to optimize resource allocation in heterogeneous cloud environments, where scheduling efficienc...