# Tasks Scheduling Game Algorithm Based on Cost Optimization in Cloud Computing

Save this PDF as:

Size: px
Start display at page:

## Transcription

5 R. Liu et al. /Journal of Computational Information Systems 11: 16 (2015) global optimization of resource utilization. The cost of load balance of cloud resource in executing tasks is, / C l,b = m (w i w) m 1 (12) i=1 The litter C l,b means cloud resources have a better performance on the load index, where w = n w i /n (13) i=1 3.3 Solution of game All cloud users try to minimize their cost function C l in the process of gaming, which can be defined as min C l, l = 1, 2,..., N, min C l = min x l S l {C l (x 1, x 2,..., x N )}. Under the condition of each gamer understanding other gamers strategies, the equilibrium state for the whole game is the result of the minimization of the cost function C : S 1 S 2... S N R, which can be defined as N C(x 1, x 2,..., x N ) = ([C l (x 1, x 2,..., x N ) min C l ]) (14) The objective of all gamers (cloud users) is to find this equilibrium state. l=1 For solving this function C( ), we need to minimize the cost function of all gamers. The minimization problem of game cost function can be defined as two steps. Step 1 solves the global level problem of the minimization of the function C and Step 2 solves the local level problem of the minimization of the user s cost function C l. To define the method of the optimization, let x(0) denote the schedule strategy generated in Step 1 as the starting point for the algorithm, x (0) = [x 1 (0), x2 (0),..., xn (0) ], where xl (0) denotes the element of the scheduling strategy x(0), i.e., the child scheduling strategy of x(0), which is composed of the values of the decision variables of the user l. x(0) is replicated and its N copies are sent to Step 2, which means one copy per user. Every user by itself optimizes his game cost function by changing the allocations of his own tasks. As a result, the optimal values of the C l cost functions are calculated by Eq. (15): min C 1;(0) = min C 1 (x 1 (0), x 2 (0),..., x N (0)) x 1 J 1 min C 2;(0) = min C 2 (x 1 (0), x 2 (0),..., x N (0)) x 2 J 2... min C N;(0) = min C N (x 1 (0), x 2 (0),..., x N 1 x N (0), x N (0)) J N (15) Algorithm 1 shows the pseudo-code of our tasks scheduling algorithm.

9 R. Liu et al. /Journal of Computational Information Systems 11: 16 (2015) [5] Shen K, Hu D, Research on task schedule based on cloud computing and improved discrete particle swarm, Computer measurement and control, 2012, 20(11): [6] Feng L, Zhang T, Jia Z, et al., Task schedule algorithm based on improved particle swarm under cloud computing environment, Computer engineering, 2013, 39(5): [7] Zhu H, Wang Y, Security-driven real-time task scheduling based on genetic algorithm, System engineering and electronics, 2010, 32(4): [8] Wang W, Zeng G, Tang D, et al., Cloud-DLS : Dynamic trusted scheduling for cloud computing, Expert systems with applications, 2012, 39(3): [9] Randies M, Lamb D, Taleb A, A comparative study into distributed load balancing algorithm for cloud computing, Proceedings of the IEEE 24th international conference on advanced information networking and applications Workship, 2010: [10] Song S, Hwang K, Kwok Y, Risk-resilient heuristics and genetic algorithms for security-assured grid job scheduling, IEEE Transactions on Computers, 2006, 55(6): [11] Calheiros, R.N., R. Ranjan, A. Beloglazov, et al. CloudSim: a toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms. Software: Practice and Experience, 2011, 41(1):

### A Service Revenue-oriented Task Scheduling Model of Cloud Computing

Journal of Information & Computational Science 10:10 (2013) 3153 3161 July 1, 2013 Available at http://www.joics.com A Service Revenue-oriented Task Scheduling Model of Cloud Computing Jianguang Deng a,b,,

### Application of Selective Algorithm for Effective Resource Provisioning In Cloud Computing Environment

Application of Selective Algorithm for Effective Resource Provisioning In Cloud Computing Environment Mayanka Katyal 1 and Atul Mishra 2 1 Deptt. of Computer Engineering, YMCA University of Science and

### A TunableWorkflow Scheduling AlgorithmBased on Particle Swarm Optimization for Cloud Computing

A TunableWorkflow Scheduling AlgorithmBased on Particle Swarm Optimization for Cloud Computing Jing Huang, Kai Wu, Lok Kei Leong, Seungbeom Ma, and Melody Moh Department of Computer Science San Jose State

### SCHEDULING IN CLOUD COMPUTING

SCHEDULING IN CLOUD COMPUTING Lipsa Tripathy, Rasmi Ranjan Patra CSA,CPGS,OUAT,Bhubaneswar,Odisha Abstract Cloud computing is an emerging technology. It process huge amount of data so scheduling mechanism

### SCORE BASED DEADLINE CONSTRAINED WORKFLOW SCHEDULING ALGORITHM FOR CLOUD SYSTEMS

SCORE BASED DEADLINE CONSTRAINED WORKFLOW SCHEDULING ALGORITHM FOR CLOUD SYSTEMS Ranjit Singh and Sarbjeet Singh Computer Science and Engineering, Panjab University, Chandigarh, India ABSTRACT Cloud Computing

### Cloud Computing Simulation Using CloudSim

Cloud Computing Simulation Using CloudSim Ranjan Kumar #1, G.Sahoo *2 # Assistant Professor, Computer Science & Engineering, Ranchi University, India Professor & Head, Information Technology, Birla Institute

### An Efficient Approach for Task Scheduling Based on Multi-Objective Genetic Algorithm in Cloud Computing Environment

IJCSC VOLUME 5 NUMBER 2 JULY-SEPT 2014 PP. 110-115 ISSN-0973-7391 An Efficient Approach for Task Scheduling Based on Multi-Objective Genetic Algorithm in Cloud Computing Environment 1 Sourabh Budhiraja,

### Resource Allocation in a Client/Server System for Massive Multi-Player Online Games

IEEE TRANSACTIONS ON COMPUTERS, VOL. 63, NO. 12, DECEMBER 2014 3127 Resource Allocation in a Client/Server System for Massive Multi-Player Online Games Luis Diego Briceño, Howard Jay Siegel, Fellow, IEEE,

### HYBRID ACO-IWD OPTIMIZATION ALGORITHM FOR MINIMIZING WEIGHTED FLOWTIME IN CLOUD-BASED PARAMETER SWEEP EXPERIMENTS

HYBRID ACO-IWD OPTIMIZATION ALGORITHM FOR MINIMIZING WEIGHTED FLOWTIME IN CLOUD-BASED PARAMETER SWEEP EXPERIMENTS R. Angel Preethima 1, Margret Johnson 2 1 Student, Computer Science and Engineering, Karunya

### Dynamic resource management for energy saving in the cloud computing environment

Dynamic resource management for energy saving in the cloud computing environment Liang-Teh Lee, Kang-Yuan Liu, and Hui-Yang Huang Department of Computer Science and Engineering, Tatung University, Taiwan

### JOB/scheduling system is one of the core and challenging. An Greedy-Based Job Scheduling Algorithm in Cloud Computing

JOURNAL OF SOFTWARE, VOL. 9, NO. 4, APRIL 2014 921 An Greedy-Based Job Scheduling Algorithm in Cloud Computing Ji Li a,b, Longhua Feng a,b, Shenglong Fang c a College of Computer Science, Chongqing University,

### Comparison of PBRR Scheduling Algorithm with Round Robin and Heuristic Priority Scheduling Algorithm in Virtual Cloud Environment

www.ijcsi.org 99 Comparison of PBRR Scheduling Algorithm with Round Robin and Heuristic Priority Scheduling Algorithm in Cloud Environment Er. Navreet Singh 1 1 Asst. Professor, Computer Science Department

### Modeling on Energy Consumption of Cloud Computing Based on Data Center Yu Yang 1, a Jiang Wei 2, a Guan Wei 1, a Li Ping 1, a Zhou Yongmin 1, a

International Conference on Applied Science and Engineering Innovation (ASEI 2015) Modeling on Energy Consumption of Cloud Computing Based on Data Center Yu Yang 1, a Jiang Wei 2, a Guan Wei 1, a Li Ping

### An Enhanced Cost Optimization of Heterogeneous Workload Management in Cloud Computing

An Enhanced Cost Optimization of Heterogeneous Workload Management in Cloud Computing 1 Sudha.C Assistant Professor/Dept of CSE, Muthayammal College of Engineering,Rasipuram, Tamilnadu, India Abstract:

### Heterogeneous Workload Consolidation for Efficient Management of Data Centers in Cloud Computing

Heterogeneous Workload Consolidation for Efficient Management of Data Centers in Cloud Computing Deep Mann ME (Software Engineering) Computer Science and Engineering Department Thapar University Patiala-147004

### GENETIC-BASED SOLUTIONS FOR INDEPENDENT BATCH SCHEDULING IN DATA GRIDS

GENETIC-BASED SOLUTIONS FOR INDEPENDENT BATCH SCHEDULING IN DATA GRIDS Joanna Ko lodziej Cracow University of Technology, Poland Email: jokolodziej@pk.edu.pl Samee U. Khan North Dakota State University

### Efficient Qos Based Resource Scheduling Using PAPRIKA Method for Cloud Computing

Efficient Qos Based Resource Scheduling Using PAPRIKA Method for Cloud Computing Hilda Lawrance* Post Graduate Scholar Department of Information Technology, Karunya University Coimbatore, Tamilnadu, India

### International Journal of Computer Science Trends and Technology (IJCST) Volume 2 Issue 3, May-Jun 2014

RESEARCH ARTICLE OPEN ACCESS Survey of Optimization of Scheduling in Cloud Computing Environment Er.Mandeep kaur 1, Er.Rajinder kaur 2, Er.Sughandha Sharma 3 Research Scholar 1 & 2 Department of Computer

### A SURVEY ON WORKFLOW SCHEDULING IN CLOUD USING ANT COLONY OPTIMIZATION

Available Online at www.ijcsmc.com International Journal of Computer Science and Mobile Computing A Monthly Journal of Computer Science and Information Technology IJCSMC, Vol. 3, Issue. 2, February 2014,

### A Control Method of Traffic Flow Based on Region Coordination

3rd International Conference on Management, Education, Information and Control (MEICI 2015) A Control Method of Traffic Flow Based on Region Coordination Wuxiong Xu 1, a,*, Dong Zhong 1, b, Siqing Wu 1,

### EPOBF: ENERGY EFFICIENT ALLOCATION OF VIRTUAL MACHINES IN HIGH PERFORMANCE COMPUTING CLOUD

Journal of Science and Technology 51 (4B) (2013) 173-182 EPOBF: ENERGY EFFICIENT ALLOCATION OF VIRTUAL MACHINES IN HIGH PERFORMANCE COMPUTING CLOUD Nguyen Quang-Hung, Nam Thoai, Nguyen Thanh Son Faculty

### Optimizing Resource Consumption in Computational Cloud Using Enhanced ACO Algorithm

Optimizing Resource Consumption in Computational Cloud Using Enhanced ACO Algorithm Preeti Kushwah, Dr. Abhay Kothari Department of Computer Science & Engineering, Acropolis Institute of Technology and

### Evaluation of Different Task Scheduling Policies in Multi-Core Systems with Reconfigurable Hardware

Evaluation of Different Task Scheduling Policies in Multi-Core Systems with Reconfigurable Hardware Mahyar Shahsavari, Zaid Al-Ars, Koen Bertels,1, Computer Engineering Group, Software & Computer Technology

### Research on Job Scheduling Algorithm in Hadoop

Journal of Computational Information Systems 7: 6 () 5769-5775 Available at http://www.jofcis.com Research on Job Scheduling Algorithm in Hadoop Yang XIA, Lei WANG, Qiang ZHAO, Gongxuan ZHANG School of

### PERFORMANCE ANALYSIS OF PaaS CLOUD COMPUTING SYSTEM

PERFORMANCE ANALYSIS OF PaaS CLOUD COMPUTING SYSTEM Akmal Basha 1 Krishna Sagar 2 1 PG Student,Department of Computer Science and Engineering, Madanapalle Institute of Technology & Science, India. 2 Associate

### Sla Aware Load Balancing Algorithm Using Join-Idle Queue for Virtual Machines in Cloud Computing

Sla Aware Load Balancing Using Join-Idle Queue for Virtual Machines in Cloud Computing Mehak Choudhary M.Tech Student [CSE], Dept. of CSE, SKIET, Kurukshetra University, Haryana, India ABSTRACT: Cloud

### An ACO-LB Algorithm for Task Scheduling in the Cloud Environment

466 JOURNAL OF SOFTWARE, VOL. 9, NO. 2, FEBRUARY 2014 An ACO-LB Algorithm for Task Scheduling in the Cloud Environment Shengjun Xue, Mengying Li, Xiaolong Xu, and Jingyi Chen Nanjing University of Information

### A Survey on Load Balancing and Scheduling in Cloud Computing

IJIRST International Journal for Innovative Research in Science & Technology Volume 1 Issue 7 December 2014 ISSN (online): 2349-6010 A Survey on Load Balancing and Scheduling in Cloud Computing Niraj Patel

### Game Theory Based Iaas Services Composition in Cloud Computing

Game Theory Based Iaas Services Composition in Cloud Computing Environment 1 Yang Yang, *2 Zhenqiang Mi, 3 Jiajia Sun 1, First Author School of Computer and Communication Engineering, University of Science

### A two-level scheduler to dynamically schedule a stream of batch jobs in large-scale grids

Managed by A two-level scheduler to dynamically schedule a stream of batch jobs in large-scale grids M. Pasquali, R. Baraglia, G. Capannini, L. Ricci, and D. Laforenza 7th Meeting of the Institute on Resource

### A Dynamic Resource Management with Energy Saving Mechanism for Supporting Cloud Computing

A Dynamic Resource Management with Energy Saving Mechanism for Supporting Cloud Computing Liang-Teh Lee, Kang-Yuan Liu, Hui-Yang Huang and Chia-Ying Tseng Department of Computer Science and Engineering,

### Simulating Optimum Design of Handling Service Center System Based on WITNESS

Advances in Natural Science Vol. 6, No. 4, 2013, pp. 64-68 DOI:10.3968/j.ans.1715787020130604.2958 ISSN 1715-7862 [PRINT] ISSN 1715-7870 [ONLINE] www.cscanada.net www.cscanada.org Simulating Optimum Design

### Distributed and Scalable QoS Optimization for Dynamic Web Service Composition

Distributed and Scalable QoS Optimization for Dynamic Web Service Composition Mohammad Alrifai L3S Research Center Leibniz University of Hannover, Germany alrifai@l3s.de Supervised by: Prof. Dr. tech.

### VM Provisioning Policies to Improve the Profit of Cloud Infrastructure Service Providers

VM Provisioning Policies to mprove the Profit of Cloud nfrastructure Service Providers Komal Singh Patel Electronics and Computer Engineering Department nd ian nstitute of Technology Roorkee Roorkee, ndia

### SLA-based Admission Control for a Software-as-a-Service Provider in Cloud Computing Environments

SLA-based Admission Control for a Software-as-a-Service Provider in Cloud Computing Environments Linlin Wu, Saurabh Kumar Garg, and Rajkumar Buyya Cloud Computing and Distributed Systems (CLOUDS) Laboratory

### OPTIMIZATION STRATEGY OF CLOUD COMPUTING SERVICE COMPOSITION RESEARCH BASED ON ANP

OPTIMIZATION STRATEGY OF CLOUD COMPUTING SERVICE COMPOSITION RESEARCH BASED ON ANP Xing Xu School of Automation Huazhong University of Science and Technology Wuhan 430074, P.R.China E-mail: xuxin19901201@126.com

### Load Balancing Algorithm Based on Services

Journal of Information & Computational Science 10:11 (2013) 3305 3312 July 20, 2013 Available at http://www.joics.com Load Balancing Algorithm Based on Services Yufang Zhang a, Qinlei Wei a,, Ying Zhao

### Fuzzy Real Time Scheduling on Distributed Systems to Meet the Deadline of Applications

International Journal of New Technology and Research (IJNTR) ISSN:2454-4116, Volume-2, Issue-4, April 2016 Pages 56-58 Fuzzy Real Time Scheduling on Distributed Systems to Meet the Deadline of Applications

### Performance Evaluation of Task Scheduling in Cloud Environment Using Soft Computing Algorithms

387 Performance Evaluation of Task Scheduling in Cloud Environment Using Soft Computing Algorithms 1 R. Jemina Priyadarsini, 2 Dr. L. Arockiam 1 Department of Computer science, St. Joseph s College, Trichirapalli,

### Increasing QoS in SaaS for low Internet speed connections in cloud

Proceedings of the 9 th International Conference on Applied Informatics Eger, Hungary, January 29 February 1, 2014. Vol. 1. pp. 195 200 doi: 10.14794/ICAI.9.2014.1.195 Increasing QoS in SaaS for low Internet

### Efficient Qos Based Tasks Scheduling using Multi-Objective Optimization for Cloud Computing

Efficient Qos Based Tasks Scheduling using Multi-Objective Optimization for Cloud Computing Ekta S. Mathukiya 1, Piyush V. Gohel 2 M.E. Student, Dept. of Computer Engineering, Noble Group of Institutions,

### A Novel Load Balancing Optimization Algorithm Based on Peer-to-Peer

A Novel Load Balancing Optimization Algorithm Based on Peer-to-Peer Technology in Streaming Media College of Computer Science, South-Central University for Nationalities, Wuhan 430074, China shuwanneng@yahoo.com.cn

### A Method of Cloud Resource Load Balancing Scheduling Based on Improved Adaptive Genetic Algorithm

Journal of Information & Computational Science 9: 16 (2012) 4801 4809 Available at http://www.joics.com A Method of Cloud Resource Load Balancing Scheduling Based on Improved Adaptive Genetic Algorithm

### A probabilistic multi-tenant model for virtual machine mapping in cloud systems

A probabilistic multi-tenant model for virtual machine mapping in cloud systems Zhuoyao Wang, Majeed M. Hayat, Nasir Ghani, and Khaled B. Shaban Department of Electrical and Computer Engineering, University

### Fig. 1 WfMC Workflow reference Model

International Journal of Information & Computation Technology. ISSN 0974-2239 Volume 4, Number 10 (2014), pp. 997-1002 International Research Publications House http://www. irphouse.com Survey Paper on

### Resource Scheduling in Cloud using Bacterial Foraging Optimization Algorithm

Resource Scheduling in Cloud using Bacterial Foraging Optimization Algorithm Liji Jacob Department of computer science Karunya University Coimbatore V.Jeyakrishanan Department of computer science Karunya

### Efficient Scheduling Of On-line Services in Cloud Computing Based on Task Migration

Efficient Scheduling Of On-line Services in Cloud Computing Based on Task Migration 1 Harish H G, 2 Dr. R Girisha 1 PG Student, 2 Professor, Department of CSE, PESCE Mandya (An Autonomous Institution under

### ENERGY-EFFICIENT TASK SCHEDULING ALGORITHMS FOR CLOUD DATA CENTERS

ENERGY-EFFICIENT TASK SCHEDULING ALGORITHMS FOR CLOUD DATA CENTERS T. Jenifer Nirubah 1, Rose Rani John 2 1 Post-Graduate Student, Department of Computer Science and Engineering, Karunya University, Tamil

### Migration Improved Scheduling Approach In Cloud Environment

Migration Improved Scheduling Approach In Cloud Environment Ashu Rani [1], Jitender Singh [2] [1] Scholar in RPS College of Engineering & Technology, Balana, Mohindergarh [2] Asst. Prof. in RPS College

### A STUDY OF TASK SCHEDULING IN MULTIPROCESSOR ENVIROMENT Ranjit Rajak 1, C.P.Katti 2, Nidhi Rajak 3

A STUDY OF TASK SCHEDULING IN MULTIPROCESSOR ENVIROMENT Ranjit Rajak 1, C.P.Katti, Nidhi Rajak 1 Department of Computer Science & Applications, Dr.H.S.Gour Central University, Sagar, India, ranjit.jnu@gmail.com

### Demand Forecasting Optimization in Supply Chain

2011 International Conference on Information Management and Engineering (ICIME 2011) IPCSIT vol. 52 (2012) (2012) IACSIT Press, Singapore DOI: 10.7763/IPCSIT.2012.V52.12 Demand Forecasting Optimization

### IMPROVEMENT OF RESPONSE TIME OF LOAD BALANCING ALGORITHM IN CLOUD ENVIROMENT

IMPROVEMENT OF RESPONSE TIME OF LOAD BALANCING ALGORITHM IN CLOUD ENVIROMENT Muhammad Muhammad Bala 1, Miss Preety Kaushik 2, Mr Vivec Demri 3 1, 2, 3 Department of Engineering and Computer Science, Sharda

### A Comparative Study of Load Balancing Algorithms in Cloud Computing

A Comparative Study of Load Balancing Algorithms in Cloud Computing Reena Panwar M.Tech CSE Scholar Department of CSE, Galgotias College of Engineering and Technology, Greater Noida, India Bhawna Mallick,

### A Genetic Algorithm Approach for Solving a Flexible Job Shop Scheduling Problem

A Genetic Algorithm Approach for Solving a Flexible Job Shop Scheduling Problem Sayedmohammadreza Vaghefinezhad 1, Kuan Yew Wong 2 1 Department of Manufacturing & Industrial Engineering, Faculty of Mechanical

### A Load Balancing Algorithm based on the Variation Trend of Entropy in Homogeneous Cluster

, pp.11-20 http://dx.doi.org/10.14257/ ijgdc.2014.7.2.02 A Load Balancing Algorithm based on the Variation Trend of Entropy in Homogeneous Cluster Kehe Wu 1, Long Chen 2, Shichao Ye 2 and Yi Li 2 1 Beijing

### Task Scheduling Techniques for Minimizing Energy Consumption and Response Time in Cloud Computing

Task Scheduling Techniques for Minimizing Energy Consumption and Response Time in Cloud Computing M Dhanalakshmi Dept of CSE East Point College of Engineering & Technology Bangalore, India Anirban Basu

### Oriented-SLA and Energy-Efficient Virtual Machine Management Strategy of Cloud Data Centers

, pp.237-248 http://dx.doi.org/1.147/ijgdc.16.9.1.24 Oriented-SLA and Energy-Efficient Virtual Machine Management Strategy of Cloud Data Centers Lijun Xu 1, Weifeng Wang 1 and Xiaoqing Zhang 2* 1 School

### TASK SCHEDULING IN CLOUD COMPUTING

TASK SCHEDULING IN CLOUD COMPUTING SONIA SINDHU 1 Assistant professor, Govt.College for Women Jind, Haryana,India Abstract: Recently, there has been a dramatic increase in the popularity of cloud computing

### A Bi-Objective Approach for Cloud Computing Systems

A Bi-Objective Approach for Cloud Computing Systems N.Geethanjali 1, M.Ramya 2 Assistant Professor, Department of Computer Science, Christ The King Engineering College 1, 2 ABSTRACT: There are Various

### An Efficient Hybrid P2P MMOG Cloud Architecture for Dynamic Load Management. Ginhung Wang, Kuochen Wang

1 An Efficient Hybrid MMOG Cloud Architecture for Dynamic Load Management Ginhung Wang, Kuochen Wang Abstract- In recent years, massively multiplayer online games (MMOGs) become more and more popular.

### Dynamically optimized cost based task scheduling in Cloud Computing

Dynamically optimized cost based task scheduling in Cloud Computing Yogita Chawla 1, Mansi Bhonsle 2 1,2 Pune university, G.H Raisoni College of Engg & Mgmt, Gate No.: 1200 Wagholi, Pune 412207 Abstract:

### Load Balancing to Save Energy in Cloud Computing

presented at the Energy Efficient Systems Workshop at ICT4S, Stockholm, Aug. 2014 Load Balancing to Save Energy in Cloud Computing Theodore Pertsas University of Manchester United Kingdom tpertsas@gmail.com

### ACO Based Dynamic Resource Scheduling for Improving Cloud Performance

ACO Based Dynamic Resource Scheduling for Improving Cloud Performance Priyanka Mod 1, Prof. Mayank Bhatt 2 Computer Science Engineering Rishiraj Institute of Technology 1 Computer Science Engineering Rishiraj

### Hybrid Performance-oriented Scheduling of Moldable Jobs with QoS Demands in Multiclusters and Grids

Hybrid Performance-oriented Scheduling of Moldable Jobs with QoS Demands in Multiclusters and Grids Ligang He, Stephen A. Jarvis, Daniel P. Spooner, Xinuo Chen and Graham R. Nudd Department of Computer

### High-Mix Low-Volume Flow Shop Manufacturing System Scheduling

Proceedings of the 14th IAC Symposium on Information Control Problems in Manufacturing, May 23-25, 2012 High-Mix Low-Volume low Shop Manufacturing System Scheduling Juraj Svancara, Zdenka Kralova Institute

### Dynamic Multi-User Load Balancing in Distributed Systems

Dynamic Multi-User Load Balancing in Distributed Systems Satish Penmatsa and Anthony T. Chronopoulos The University of Texas at San Antonio Dept. of Computer Science One UTSA Circle, San Antonio, Texas

### CDBMS Physical Layer issue: Load Balancing

CDBMS Physical Layer issue: Load Balancing Shweta Mongia CSE, School of Engineering G D Goenka University, Sohna Shweta.mongia@gdgoenka.ac.in Shipra Kataria CSE, School of Engineering G D Goenka University,

### Cooperative Virtual Machine Management for Multi-Organization Cloud Computing Environment

Cooperative Virtual Machine Management for Multi-Organization Cloud Computing Environment Dusit Niyato, Zhu Kun, and Ping Wang School of Computer Engineering, Nanyang Technological University (NTU), Singapore

### Research on Trust Management Strategies in Cloud Computing Environment

Journal of Computational Information Systems 8: 4 (2012) 1757 1763 Available at http://www.jofcis.com Research on Trust Management Strategies in Cloud Computing Environment Wenjuan LI 1,2,, Lingdi PING

### Comparison of Various Particle Swarm Optimization based Algorithms in Cloud Computing

Comparison of Various Particle Swarm Optimization based Algorithms in Cloud Computing Er. Talwinder Kaur M.Tech (CSE) SSIET, Dera Bassi, Punjab, India Email- talwinder_2@yahoo.co.in Er. Seema Pahwa Department

### On the Interaction and Competition among Internet Service Providers

On the Interaction and Competition among Internet Service Providers Sam C.M. Lee John C.S. Lui + Abstract The current Internet architecture comprises of different privately owned Internet service providers

### Research of the Combination of Distributed Business Processes Based on Dynamic Planning

, pp.257-266 http://dx.doi.org/10.14257/ijunesst.2015.8.6.25 Research of the Combination of Distributed Business Processes Based on Dynamic Planning Yuan Gang, Sun Rui-zhi and Shi Yin-xue Key laboratory

### Falloc: Fair Network Bandwidth Allocation in IaaS Datacenters via a Bargaining Game Approach

Falloc: Fair Network Bandwidth Allocation in IaaS Datacenters via a Bargaining Game Approach Fangming Liu 1,2 In collaboration with Jian Guo 1,2, Haowen Tang 1,2, Yingnan Lian 1,2, Hai Jin 2 and John C.S.

### LOAD BALANCING IN CLOUD COMPUTING

LOAD BALANCING IN CLOUD COMPUTING Neethu M.S 1 PG Student, Dept. of Computer Science and Engineering, LBSITW (India) ABSTRACT Cloud computing is emerging as a new paradigm for manipulating, configuring,

### Enhanced Load Balanced Min-Min Algorithm in Cloud Computing

International Journal of Computer Sciences and Engineering Open Access Research Paper Volume-4, Issue-4 E-ISSN: 2347-2693 Enhanced Load Balanced Min-Min Algorithm in Cloud Computing RiddhiVarude 1, Ishita

### CloudSim: A Toolkit for Modeling and Simulation of Cloud Computing Environments and Evaluation of Resource Provisioning Algorithms

CloudSim: A Toolkit for Modeling and Simulation of Cloud Computing Environments and Evaluation of Resource Provisioning Algorithms Rodrigo N. Calheiros, Rajiv Ranjan, Anton Beloglazov, César A. F. De Rose,

### Study on Cloud Computing Resource Scheduling Strategy Based on the Ant Colony Optimization Algorithm

www.ijcsi.org 54 Study on Cloud Computing Resource Scheduling Strategy Based on the Ant Colony Optimization Algorithm Linan Zhu 1, Qingshui Li 2, and Lingna He 3 1 College of Mechanical Engineering, Zhejiang

### Game Theory Based Load Balanced Job Allocation in Distributed Systems

in Distributed Systems Anthony T. Chronopoulos Department of Computer Science University of Texas at San Antonio San Antonio, TX, USA atc@cs.utsa.edu Load balancing: problem formulation Load balancing

### A New Nature-inspired Algorithm for Load Balancing

A New Nature-inspired Algorithm for Load Balancing Xiang Feng East China University of Science and Technology Shanghai, China 200237 Email: xfeng{@ecusteducn, @cshkuhk} Francis CM Lau The University of

Big Data Storage Architecture Design in Cloud Computing Xuebin Chen 1, Shi Wang 1( ), Yanyan Dong 1, and Xu Wang 2 1 College of Science, North China University of Science and Technology, Tangshan, Hebei,

### CLOUD computing has emerged as a new paradigm for

IEEE TRANSACTIONS ON SERVICES COMPUTING, VOL. 7, NO. 3, JULY-SEPTEMBER 2014 465 SLA-Based Resource Provisioning for Hosted Software-as-a-Service Applications in Cloud Computing Environments Linlin Wu,

### Improved PSO-based Task Scheduling Algorithm in Cloud Computing

Journal of Information & Computational Science 9: 13 (2012) 3821 3829 Available at http://www.joics.com Improved PSO-based Tas Scheduling Algorithm in Cloud Computing Shaobin Zhan, Hongying Huo Shenzhen

### Research on the Performance Optimization of Hadoop in Big Data Environment

Vol.8, No.5 (015), pp.93-304 http://dx.doi.org/10.1457/idta.015.8.5.6 Research on the Performance Optimization of Hadoop in Big Data Environment Jia Min-Zheng Department of Information Engineering, Beiing

### Profit Maximization and Power Management of Green Data Centers Supporting Multiple SLAs

Profit Maximization and Power Management of Green Data Centers Supporting Multiple SLAs Mahdi Ghamkhari and Hamed Mohsenian-Rad Department of Electrical Engineering University of California at Riverside,

### Journal of Computer and System Sciences

Journal of Computer and System Sciences 78 (2012) 1280 1299 Contents lists available at SciVerse ScienceDirect Journal of Computer and System Sciences www.elsevier.com/locate/jcss SLA-based admission control

### Data Security Strategy Based on Artificial Immune Algorithm for Cloud Computing

Appl. Math. Inf. Sci. 7, No. 1L, 149-153 (2013) 149 Applied Mathematics & Information Sciences An International Journal Data Security Strategy Based on Artificial Immune Algorithm for Cloud Computing Chen

Journal of Information & Computational Science 8: 10 (2011) 1901 1908 Available at http://www.joics.com Dynamic Adaptive Feedback of Load Balancing Strategy Hongbin Wang a,b, Zhiyi Fang a,, Shuang Cui

### Trust Model to Enhance Security and Interoperability of Cloud Environment

Trust Model to Enhance Security and Interoperability of Cloud Environment Wenjuan Li 1,2 and Lingdi Ping 1 1 College of Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang 310058,

### A Survey on Load Balancing Technique for Resource Scheduling In Cloud

A Survey on Load Balancing Technique for Resource Scheduling In Cloud Heena Kalariya, Jignesh Vania Dept of Computer Science & Engineering, L.J. Institute of Engineering & Technology, Ahmedabad, India

### Fair Scheduling Algorithm with Dynamic Load Balancing Using In Grid Computing

Research Inventy: International Journal Of Engineering And Science Vol.2, Issue 10 (April 2013), Pp 53-57 Issn(e): 2278-4721, Issn(p):2319-6483, Www.Researchinventy.Com Fair Scheduling Algorithm with Dynamic

### Statistics Analysis for Cloud Partitioning using Load Balancing Model in Public Cloud

Statistics Analysis for Cloud Partitioning using Load Balancing Model in Public Cloud V. DIVYASRI 1, M.THANIGAVEL 2, T. SUJILATHA 3 1, 2 M. Tech (CSE) GKCE, SULLURPETA, INDIA v.sridivya91@gmail.com thaniga10.m@gmail.com

### Target Based Resource Allocation and Scheduling Algorithm for Systematic Workflow in Cloud

Target Based Resource Allocation and Scheduling Algorithm for Systematic Workflow in Cloud Lokesha K. R. 1, Dr. K Raghuveer 2 1 MTech, CNE Prof & HOD 2 NIE, Mysuru Information Science and Engineering,

### Distributed Consistency Method and Two-Phase Locking in Cloud Storage over Multiple Data Centers

BULGARIAN ACADEMY OF SCIENCES CYBERNETICS AND INFORMATION TECHNOLOGIES Volume 15, No 6 Special Issue on Logistics, Informatics and Service Science Sofia 2015 Print ISSN: 1311-9702; Online ISSN: 1314-4081

### Load Balancing Algorithms in Cloud Environment

International Conference on Systems, Science, Control, Communication, Engineering and Technology 50 International Conference on Systems, Science, Control, Communication, Engineering and Technology 2015

### Wireless Sensor Networks Coverage Optimization based on Improved AFSA Algorithm

, pp. 99-108 http://dx.doi.org/10.1457/ijfgcn.015.8.1.11 Wireless Sensor Networks Coverage Optimization based on Improved AFSA Algorithm Wang DaWei and Wang Changliang Zhejiang Industry Polytechnic College

### Dynamic Round Robin for Load Balancing in a Cloud Computing

Available Online at www.ijcsmc.com International Journal of Computer Science and Mobile Computing A Monthly Journal of Computer Science and Information Technology IJCSMC, Vol. 2, Issue. 6, June 2013, pg.274

, pp. 171-178 http://dx.doi.org/10.14257/ijgdc.2015.8.4.17 Load Balancing Scheduling with Shortest Load First Ranjan Kumar Mondal 1, Enakshmi Nandi 2 and Debabrata Sarddar 3 1 Department of Computer Science

### International Journal of Computer Sciences and Engineering Open Access. Hybrid Approach to Round Robin and Priority Based Scheduling Algorithm

International Journal of Computer Sciences and Engineering Open Access Review Paper Volume-4, Issue-2 E-ISSN: 2347-2693 Hybrid Approach to Round Robin and Priority Based Scheduling Algorithm Garima Malik