204 citations · 503 across the 18 of their papers we have counts for
18 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…
Deep Reinforcement Learning-based Methods for Resource Scheduling in Cloud Computing: A Review and Future Directions
Guangyao Zhou, Wenhong Tian, Rajkumar Buyya +2
As the quantity and complexity of information processed by software systems increase, large-scale software systems have an increasing requirement for high-performance distributed c…
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…
On Equivalent Color Transform and Four Coloring Theorem
Wenhong Tian
In this paper, we apply an equivalent color transform (ECT) for a minimal -coloring of any graph . It contracts each color class of the graph to a single vertex and produces…
A Survey on Load Balancing Algorithms for VM Placement in Cloud Computing
Minxian Xu, Wenhong Tian, Rajkumar Buyya
The emergence of cloud computing based on virtualization technologies brings huge opportunities to host virtual resource at low cost without the need of owning any infrastructure.…
On Polynomial Time Approximation Bounded Solution for TSP and NP Complete Problems
Wenhong Tian
The question of whether all problems in NP class are also in P class is generally considered one of the most important open questions in mathematics and theoretical computer scienc…
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…
On Dynamic Job Ordering and Slot Configurations for Minimizing the Makespan Of Multiple MapReduce Jobs
Wenhong Tian, Guangchun Luo, Ling Tian +1
MapReduce is a popular parallel computing paradigm for Big Data processing in clusters and data centers. It is observed that different job execution orders and MapReduce slot confi…
CloudSimNFV: Modeling and Simulation of Energy-Efficient NFV in Cloud Data Centers
Wutong Yang, Minxian Xu, Guozhong Li +1
Network Function Virtualization (NFV) takes advantage of hardware virtualization to undertake software processing for various functions, and complements the drawbacks of traditiona…
Prepartition: Paradigm for the Load Balance of Virtual Machine Allocation in Data Centers
Minxian Xu, Guangchun Luo, Ling Tian +4
It is significant to apply load-balancing strategy to improve the performance and reliability of resource in data centers. One of the challenging scheduling problems in Cloud data…
Open-Source Simulators for Cloud Computing: Comparative Study and Challenging Issues
Wenhong Tian, Minxian Xu, Aiguo Chen +3
Resource scheduling in infrastructure as a service (IaaS) is one of the keys for large-scale Cloud applications. Extensive research on all issues in real environment is extremely d…
Transforming NP to P: An Approach to Solve NP Complete Problems
Wenhong Tian, GuoZhong Li, Xinyang Wang +2
NP complete problem is one of the most challenging issues. The question of whether all problems in NP are also in P is generally considered one of the most important open questions…
Obtaining Quality-Proved Near Optimal Results for Traveling Salesman Problem
Wenhong Tian, Chaojie Huang, Xinyang Wang +1
The traveling salesman problem (TSP) is one of the most challenging NP-hard problems. It has widely applications in various disciplines such as physics, biology, computer science a…
FlexCloud: A Flexible and Extendible Simulator for Performance Evaluation of Virtual Machine Allocation
Minxian Xu, Wenhong Tian, Xinyang Wang +1
Cloud Data centers aim to provide reliable, sustainable and scalable services for all kinds of applications. Resource scheduling is one of keys to cloud services. To model and eval…
Enhanced Load Balancing Approach to Avoid Deadlocks in Cloud
K. S. Rashmi, V. Suma, M. Vaidehi
The state-of-art of the technology focuses on data processing to deal with massive amount of data. Cloud computing is an emerging technology, which enables one to accomplish the af…