Resource Allocation in Grid Computing: An Economic Model
نویسندگان
چکیده
Grid scheduling, that is, the allocation of distributed computational resources to user applications, is one of the most challenging and complex task in Grid computing. The problem of allocating resources in Grid scheduling requires the definition of a model that allows local and external schedulers to communicate in order to achieve an efficient management of the resources themselves. To this aim, some economic/market-based models have been introduced in the literature, where users, external schedulers, and local schedulers negotiate to optimize their objectives. In this paper, we propose a tender/contract-net model for Grid resource allocation, showing the interactions among the involved actors. The performance of the proposed market-based approach is experimentally compared with a round-robin allocation protocol. Key–Words: Grid computing, Resource Management, Economic models, Scheduling, Simulation
منابع مشابه
An Economic Model for Grid Scheduling
Grid scheduling, that is, the allocation of distributed computational resources to user applications, is one of the most challenging and complex task in Grid computing. In this paper, we give a quantitative description of a tender/contract-net model. The performance of the proposed market-based approach is experimentally compared with a simple round-robin allocation protocol. Key–Words: Grid co...
متن کاملIntegrated modeling and solving the resource allocation problem and task scheduling in the cloud computing environment
Cloud computing is considered to be a new service provider technology for users and businesses. However, the cloud environment is facing a number of challenges. Resource allocation in a way that is optimum for users and cloud providers is difficult because of lack of data sharing between them. On the other hand, job scheduling is a basic issue and at the same time a big challenge in reaching hi...
متن کاملResource Management in Computational Grid with Economic Based Allocation Model Using Particle Swarm Optimization (pso)
In grid environment, based on economic model, grid users who submit jobs and grid resource providers who provide resources have different motivations. Due to autonomy of both in gird users and resource providers, their objectives often conflict. This paper, review the Literature studies and techniques to solve the grid resource allocation problem. The problem of allocating resources in Grid env...
متن کاملLearning Automata Based Method for Grid Computing Resource Valuation with Resource Suitability Criteria
In economic Grid environments, the producers (resource owners) and consumers (resource users) have different goals, objectives, strategies, and supply-and-demand patterns. Mechanism based on economic models is an effective approach to solve the problem of grid resources management. Grid resource valuation and allocation is one of the fundamental problems in grid resource management. The essence...
متن کاملAn Economic-based Resource Management and Scheduling for Grid Computing Applications
Resource management and scheduling plays a crucial role in achieving high utilization of resources in grid computing environments. Due to heterogeneity of resources, scheduling an application is significantly complicated and challenging task in grid system. Most of the researches in this area are mainly focused on to improve the performance of the grid system. There were some allocation model h...
متن کامل