Agent-Based Resource Selection for Grid Computing
نویسندگان
چکیده
Agent technology is critical in providing solutions to grid computing, including resource selection. Traditionally, agent deliberation offers a deductive process whose deliberation cost is very high and also difficult to measure. We consider the use of Multi-Agent Systems (MAS) for grid selection. Within this domain timing is an important index. Once the client applies for some service, the MAS should be able to quickly make a match. Furthermore, as autonomous software entities, MAS are expected to control its own deliberation behaviors. Within this paper, we propose agent-based resource selection with an agentbased fuzzy decision-making capability that enables better deliberation control and hence provides better selection solution.
منابع مشابه
An Agent Based Dynamic Resource Scheduling Model with FCFS-Job Grouping Strategy in Grid Computing
Grid computing is a group of clusters connected over high-speed networks that involves coordinating and sharing computational power, data storage and network resources operating across dynamic and geographically dispersed locations. Resource management and job scheduling are critical tasks in grid computing. Resource selection becomes challenging due to heterogeneity and dynamic availability of...
متن کاملWeighted-HR: An Improved Hierarchical Grid Resource Discovery
Grid computing environments include heterogeneous resources shared by a large number of computers to handle the data and process intensive applications. In these environments, the required resources must be accessible for Grid applications on demand, which makes the resource discovery as a critical service. In recent years, various techniques are proposed to index and discover the Grid resource...
متن کاملExperience-Based Trust: Enabling Effective Resource Selection in a Grid Environment
The Grid vision is to allow heterogeneous computational resources to be shared and utilised globally. Grid users are able to submit tasks to remote resources for execution. However, these resources may be unreliable and there is a risk that submitted tasks may fail or cost more than expected. The notion of trust is often used in agent-based systems to manage such risk, and in this paper we appl...
متن کاملA Group Selection Pattern for Agent-Based Virtual Organizations Coordination in Grids
A key challenge in Grid computing is the achievement of efficient and self-organized management of the Virtual Organizations composing the system. Grids are often very heterogeneous, incorporating high dynamicity and unpredictability. Introducing higher levels of adaptation and learning in the coordination protocols may help coping with complexity. We provide a solution based on a self-organize...
متن کاملStability Assessment Metamorphic Approach (SAMA) for Effective Scheduling based on Fault Tolerance in Computational Grid
Grid Computing allows coordinated and controlled resource sharing and problem solving in multi-institutional, dynamic virtual organizations. Moreover, fault tolerance and task scheduling is an important issue for large scale computational grid because of its unreliable nature of grid resources. Commonly exploited techniques to realize fault tolerance is periodic Checkpointing that periodically ...
متن کامل