Joint optimization of resource provisioning in cloud computing

• Main Authors: CHASE, Jonathan David, NIYATO, Dusit
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Cloud computing; scenario tree reduction; sensitivity analysis; software defined networking; stochastic optimization; Databases and Information Systems; Management Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/7168; https://ink.library.smu.edu.sg/context/sis_research/article/8171/viewcontent/JointOptimzation_TSC_2017_av.pdf
• Institution: Singapore Management University

Cloud computing exploits virtualization to provision resources efficiently. Increasingly, Virtual Machines (VMs) have high bandwidth requirements; however, previous research does not fully address the challenge of both VM and bandwidth provisioning. To efficiently provision resources, a joint approa...