Load Balancing and Job Migration Techniques in Grid: A Survey of Recent Trends

Rathore, Neeraj Kumar; Chana, Inderveer

doi:10.1007/s11277-014-1975-9

Cited by 66 publications

(22 citation statements)

References 67 publications

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“…The first type is normal behaviors, which are the changes in requirements and descriptor spaces of the process. Due to these behaviors, the load balancer answers the process requirements through the mechanisms of process migration, resource discovery, or changing the implementation priority [33,34]. These requirements are taken into account when designing the answer structure.…”

Section: Behavioral Exalbmentioning

confidence: 99%

Load Balancing in Distributed Exascale Computing Based on Process Requirements

Shahrabi¹,

Khaneghah

Mollasalehi³

et al. 2018

AzJHPC

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In distributed Exascale systems, the occurrence of a dynamic and interactive nature changes the workload of the system's computing elements. Because of this, the load balancer needs to collect information on the system state. Activating the load balancer increases the runtime of the scientific application. While analyzing the impact of the dynamic and interactive nature on the load balancer functionality, this paper also attempts to provide a mathematical definition for load balancer based on the concept of dynamic and interactive nature. This makes it possible to describe and examine the load balancer functionality by considering the impacts of the dynamic and interactive nature. As a result, decisions can be made on the behavior of the load balancer when a dynamic and interactive nature occurs. According to the mentioned operational function, this paper has analyzed the load balancer's behavior in processes with a dynamic and interactive nature. The introduced operational function for the load balancer in this paper enables the management element to separate the requests of processes with a dynamic and interactive nature and normal processes that leads to redistribution.

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Section: Behavioral Exalbmentioning

confidence: 99%

Load Balancing in Distributed Exascale Computing Based on Process Requirements

Shahrabi¹,

Khaneghah

Mollasalehi³

et al. 2018

AzJHPC

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“…Rathore et al [33] have provided an extensive survey of the existing load balancing and job migration techniques in grid environments together with a detailed classification of the existing techniques based on different parameters such as structures, scheduling strategies, techniques, algorithms, attributes, models, components, performance metrics, and challenges. After analyzing the previously proposed methods, a new approach has been devised in [33] which uses the hierarchical load balancing technique and fault tolerance with check-pointing-based job migration technique.…”

Section: Task Schedulingmentioning

confidence: 99%

“…After analyzing the previously proposed methods, a new approach has been devised in [33] which uses the hierarchical load balancing technique and fault tolerance with check-pointing-based job migration technique. The same authors have proposed a novel technique to tackle hierarchical load balancing in grid environments while maintaining the resource utilization and response time for dynamic and decentralized grids [5].…”

Section: Task Schedulingmentioning

confidence: 99%

Performance aware scheduling considering resource availability in grid computing

Entezari‐Maleki

Bagheri

Mehri

et al. 2016

Engineering with Computers

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“…Load Balancing is based on the idea of migration of load from heavily loaded node to the lightly loaded node. The problem starts with to determine when to migrate a load or task [2]. In traditional research, load balancing algorithms can be classified as centralized and decentralized.…”

Section: Introductionmentioning

confidence: 99%

Dynamic and Decentralized Load Balancing Approach in Small Scale Distributed Systems

Dharmik¹,

Sathe²

2017

Sixth International Conference on Advances in Computing, Control and Networking - ACCN 2017

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Abstract:To improve the throughput of small-scale distributed systems, workloads have to be evenly distributed among all the computing nodes of distributed systems. As any distributed application, can undergo critical performance issues due to workload imbalances on small scale distributed system and heterogeneity of resources. The main goal to prevent, if possible, the condition where some processors are overloaded with set of jobs while other processors are lightly loaded, moderately loaded, heavily loaded and some may be idle processors. This is due to the characteristics of distributed systems and complex nature of the users job. In this paper we have proposed real-time prototype model for small-scale distributed systems. Dynamic and decentralized load balancing algorithm has been implemented to evenly distribution of jobs among all the computing nodes of small-scale distributed systems through which to minimize execution time, response time, communication latency and maximize throughput, CPU utilization. It is beneficial for all those researches who want to make more enhance and efficient load balancing techniques for real-time distributed systems in near future.

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Load Balancing and Job Migration Techniques in Grid: A Survey of Recent Trends

Cited by 66 publications

References 67 publications

Load Balancing in Distributed Exascale Computing Based on Process Requirements

Load Balancing in Distributed Exascale Computing Based on Process Requirements

Performance aware scheduling considering resource availability in grid computing

Dynamic and Decentralized Load Balancing Approach in Small Scale Distributed Systems

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