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A Note on "Optimal Static Load Balancing in Distributed Computer Systems" [article]

S. A. Mondal
2000 arXiv   pre-print
A static load balancing strategy, in which decision of redistribution of loads does not depend on the state of the system, is used for this purpose.  ...  The problem of minimizing mean response time of generic jobs submitted to a heterogenous distributed computer systems is considered in this paper.  ...  Tantawi and Towsley [5] have proposed an optimization model and load balancing algorithms to determine static optimal allocation of loads among the hosts connected in a broadcast network. Ross et al  ... 
arXiv:cs/0006004v1 fatcat:slhvgaat6jeh7m5vdsziyvzfxe

An algorithm for optimal static load balancing in distributed computer systems

Chonggun Kim, H. Kameda
1992 IEEE transactions on computers  
Index Terms-Distributed computer systems, local area networks, optimal load, optimal static load balancing, single-point algorithm, star network configurations.  ...  This paper proposes a load balancing algorithm that determines the optimal load for each host so as to minimize the overall mean job response time in a distributed computer system that consists of heterogeneous  ...  An Algorithm for Optimal Static Load Balancing in Distributed Computer Systems Chonggun Kim and Hisao Kameda Abstract-This paper proposes a load balancing algorithm that determines the optimal load for  ... 
doi:10.1109/12.127455 fatcat:d6waus3smrfcjeglqxrjk3wnuq

Qualitative Parametric Comparison Of Load Balancing Algorithms In Parallel And Distributed Computing Environment

Amit Chhabra, Gurvinder Singh, Sandeep Singh Waraich, Bhavneet Sidhu, Gaurav Kumar
2008 Zenodo  
Decrease in hardware costs and advances in computer networking technologies have led to increased interest in the use of large-scale parallel and distributed computing systems.  ...  Such imbalances in system load suggest that performance can be improved by either transferring jobs from the currently heavily loaded hosts to the lightly loaded ones or distributing load evenly/fairly  ...  However scope of this paper is limited to identify qualitative parameters for comparison of both forms of load balancing algorithms (static and dynamic) in both parallel and distributed computing system  ... 
doi:10.5281/zenodo.1059751 fatcat:nswd2a2q3bgcjgzweptk6obynm

Load balancing in distributed systems: an approach using cooperative games

D. Grosu, A. T. Chronopoulos, Ming-Ying Leung
2002 Proceedings 16th International Parallel and Distributed Processing Symposium  
In this paper we formulate the static load balancing problem in single class job distributed systems as a cooperative game among computers.  ...  We propose a cooperative load balancing game and present the structure of the NBS. For this game an algorithm for computing NBS is derived.  ...  the load balancing problem in distributed systems.  ... 
doi:10.1109/ipdps.2002.1015536 dblp:conf/ipps/GrosuCL02 fatcat:wwz266fr3nbrppfuh3warlnc7u

An Empirical Study and Analysis of the Dynamic Load Balancing Techniques Used in Parallel Computing Systems [article]

Ardhendu Mandal, Subhas Chandra Pal
2011 arXiv   pre-print
Hence, load balancing on parallel systems is a critical and challenging activity. Load balancing algorithms can be broadly categorized as static or dynamic.  ...  Distribution of the work load is known as Load Balancing.  ...  This technique does provide moderate scalability. iv) Distributed Cooperative Semi-optimal Heuristic Dynamic Load Balancing Techniques Unlike the previous two techniques, in distributed cooperative semi-optimal  ... 
arXiv:1109.1650v1 fatcat:3zggyk37ifgrnbbrbfi2zrpvpq

An IMA Static Load Balancing Strategy Optimization Method Based on Graph Theory

2016 Journal of Electronics and Information Science  
Aiming at the problem of reconfiguration strategy of integrated avionics system, a method of static load balancing strategy optimization based on graph theory is proposed after satisfying system performance  ...  This method establishes the IMA static load balancing strategy analysis model based on graph theory and puts forward the load balance evaluation indexes of IMA system:The maximum load value of the system  ...  An IMA Static Load Balancing Strategy Optimization Method Based on Graph Theory Acknowledgements This work was financially supported by the Science and Technology on Avionics Integration Laboratory and  ... 
doi:10.23977/jeis.2016.11006 fatcat:mroads2gwfactipo5d26wjvwhu

Particle Swarm Optimization for Load Balancing in Distributed Computing Systems – A Survey

Vidya S. Handur, Et. al.
2021 Turkish Journal of Computer and Mathematics Education  
The paper aims at the study of how Particle Swarm Optimization approach is used to achieve an optimal solution for load balancing in distributed computing system.  ...  Load balancing has been one of the concerns in the distributed computing systems where the computing nodes do not have a global view of the network.  ...  Use static algorithms in distributed computing systems may cause some of the nodes to stay heavily loaded whereas a few others may stay idle.  ... 
doi:10.17762/turcomat.v12i1s.1766 fatcat:urlrc5fb4nfcpossklfq7i5ihq

CHALLENGES OF USING DIFFERENT MATHEMATICAL MODELS FOR LOAD BALANCING OPTIMIZATION IN MULTI-CORE COMPUTING SYSTEMS

Nigar Ismayilova, Azerbaijan State Oil and Industry University
2020 Azerbaijan Journal of High Performance Computing  
This paper examines the role of applying different artificial intelligence techniques for the implementation of load balancing in the dynamic environment of distributed multi-core computing systems.  ...  Were investigated several methods to optimize the assignment process between computing nodes and executing tasks after the occurrence of a dynamic and interactive event, when traditional discrete load  ...  In static systems (e.g., cluster computing systems), resource attributes and process requirements are predetermined, and load balancing starts its work before execution in the system (Sharma, D., & Aggarwal  ... 
doi:10.32010/26166127.2020.3.2.190.195 fatcat:7r4jbhbybvgarkbe4zoxwfhsde

Cooperative load balancing in distributed systems

D. Grosu, A. T. Chronopoulos, M. Y. Leung
2008 Concurrency and Computation  
In this paper, we formulate the static load-balancing problem in single class job distributed systems as a cooperative game among computers.  ...  In this paper, we consider the load-balancing problem in single class job distributed systems.  ...  This research was supported, in part, by research grants from (1)  ... 
doi:10.1002/cpe.1331 fatcat:4im6auq67fh2vfgsmrwne5p7da

Dynamic Multi-User Load Balancing in Distributed Systems

Satish Penmatsa, Anthony T. Chronopoulos
2007 2007 IEEE International Parallel and Distributed Processing Symposium  
We then use these schemes to propose two dynamic load balancing schemes for multi-user (multi-class) jobs in heterogeneous distributed systems.  ...  In this paper, we review two existing static load balancing schemes based on M/M/1 queues.  ...  The computers in the distributed system are connected by a communication network. We review two existing static load balancing schemes and extend them to dynamic schemes.  ... 
doi:10.1109/ipdps.2007.370312 dblp:conf/ipps/PenmatsaC07 fatcat:jcrhpetoxrenjlhnhv3wuba4gi

The Study On Load Balancing Strategies In Distributed Computing System

Md. Firoj Ali
2012 International Journal of Computer Science & Engineering Survey  
So the issue of load balancing became popular due to the existence of distributed memory multiprocessor computing systems [11] .  ...  This paper describes the necessary, newly developed, principal concepts for several load balancing techniques in a distributed computing environment.  ...  Optimal Static Load Balancing Algorithm If all the information and resources related to a system are known optimal static load balancing can be done.  ... 
doi:10.5121/ijcses.2012.3203 fatcat:7m3ioxumrfaonl7qfd7dj3cmru

A Bee Colony based Multi-Objective Load Balancing Technique for Cloud Computing Environment

Ashish Soni, Gagan Vishwakarma, Yogendra Kumar Jain
2015 International Journal of Computer Applications  
This paper addresses this streamlining issue in a cloud system with different client's priority groups and resource requirements and proposes a bee colony based Multi-Objective load balancing technique  ...  With the recent development of open cloud systems a surge in outsourcing assignments from an internal server to a cloud supplier has been seen.  ...  Types of Load Balancing Algorithm Static Load Balancing-In this approach of load balancing, we consider static information of system to choose the least loaded node.  ... 
doi:10.5120/19967-1825 fatcat:xd2vps754fgojmcgfd7lxqtvdq

Comparative Analysis on Heuristic Based Load Balancing Algorithms in Grid Environment

Manthan Brahambhatt, Dakshata Panchal
2015 International Journal of Engineering Research and  
Grid computing is all new technology in the field of distributed systems, parallel computing and cluster computing.  ...  The major concern and challenge in grid computing environment is to balance the load of jobs on resources over the entire network.  ...  There are two methods of performing load balancing, Static method: In Static load balancing algorithms, it assumes that a priori information about all the characteristics of jobs the computing nodes, the  ... 
doi:10.17577/ijertv4is041010 fatcat:v7qixzc3nnbaxouiijh6f745yi

Improve Performance of Load Balancing using Artificial Bee Colony in Grid Computing

Deepika NeeMiku, Preeti Gulia
2014 International Journal of Computer Applications  
Grid computing is a novel approach which solves the load balancing problems in scientific, engineering and research area.  ...  In grid environment, different algorithm for resources and data distribution is used to increase the performance and efficiency of load balancing.  ...  Grid computing is a distributed infrastructure which allows large scale resource sharing and system integration.  ... 
doi:10.5120/15050-3095 fatcat:jkh256mufzfsxevgi43hljctcq

Evaluating Reliability and Load Balance in Grid Distributed Systems

S. Navaezadeh
2015 International Journal of Computer Applications Technology and Research  
In this study, an intelligence algorithm has been used to create load balance in grid. Since grid environment is dynamic, firefly algorithm has been used to create load balance in sites.  ...  Grid computing system is a wide distributed system.  ...  Load balance difference in dynamic and static mode is that in static mode the decisions related to load balance made in compiling time but in dynamic mode decisions related to load balance made in performing  ... 
doi:10.7753/ijcatr0411.1001 fatcat:kybmpc4gcrcyrduhtxf7duro7e
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