28 citations · 33 across the 4 of their papers we have counts for
9 papers
Prepartition: Load Balancing Approach for Virtual Machine Reservations in a Cloud Data Center
Wenhong Tian, Minxian Xu, Guangyao Zhou +3
Load balancing is vital for the efficient and long-term operation of cloud data centers. With virtualization, post (reactive) migration of virtual machines after allocation is the…
Machine Learning (ML)-Centric Resource Management in Cloud Computing: A Review and Future Directions
Tahseen Khan, Wenhong Tian, Rajkumar Buyya
Cloud computing has rapidly emerged as model for delivering Internet-based utility computing services. In cloud computing, Infrastructure as a Service (IaaS) is one of the most imp…
Energy Efficient Algorithms based on VM Consolidation for Cloud Computing: Comparisons and Evaluations
Qiheng Zhou, Minxian Xu, Sukhpal Singh Gill +4
Cloud Computing paradigm has revolutionized IT industry and be able to offer computing as the fifth utility. With the pay-as-you-go model, cloud computing enables to offer the reso…
A New Approach for Resource Scheduling with Deep Reinforcement Learning
Yufei Ye, Xiaoqin Ren, Jin Wang +4
With the rapid development of deep learning, deep reinforcement learning (DRL) began to appear in the field of resource scheduling in recent years. Based on the previous research o…
An Efficient Method to Transform SAT problems to Binary Integer Linear Programming Problem
Wenxia Guo, Jin Wang, Majun He +3
In computational complexity theory, a decision problem is NP-complete when it is both in NP and NP-hard. Although a solution to a NP-complete can be verified quickly, there is no k…
Self-Adaptive Consolidation of Virtual Machines For Energy-Efficiency in the Cloud
Guozhong Li, Yaqiu Jiang, Wutong Yang +2
In virtualized data centers, consolidation of Virtual Machines (VMs) on minimizing the number of total physical machines (PMs) has been recognized as a very efficient approach. Thi…