Resource Allocation in Volunteer Computing Networks Based on Node Reliability

Signal Processing and Renewable Energy

مقاله 1، دوره 2، شماره 1، بهار 2018، صفحه 1-8  

نوع مقاله: Original Research Paper

نویسندگان

Jafar Khakpour¹؛ Mir Mohsen Pedram ²

¹Kharazmi University

²Department of Electrical & Computer Engineering, Faculty of Engineering, Kharazmi University,

چکیده

Volunteer Computing is a special distributed computational architecture as a network of volunteer computational units connected to each other and organized to perform some specific tasks. These networks are distributed in large networks or even vast geographical areas. Rather than lower communication capabilities in these networks, resource management capabilities are limited than other types of computational networks. In this research, we tried to model resource allocation in these networks considering such limitations. We put node reliability in this model as a factor of how much we can rely on a node to complete an assigned task on specified time and assign one task to multiple nodes in parallel to increase probability of completing task. We model this problem as an economic model to decrease costs and increase revenue on the network based on each tasks priority.

کلیدواژه‌ها

Volunteer Computing؛ Desktop Grids؛ Resource Management؛ Grid Resource Reliability؛ Distributed Computing