A Grid Flow Management System for the Problem Solving Environment Based on Intelligent Collaborative Objects
نویسندگان
چکیده
This paper describes a framework for the grid flow management system in a problem solving environment (PSE) based on the Autonomous Manager Grid Service (AMGS). The design of AMGS is based on principles of agency, intelligence, collaboration and co-operation. Using AMGS that carry out tasks on behalf of machines participating in a computational grid, it is possible to build grid flow systems that bring further improvements in task scheduling, resource allocation and reallocation, and some degree of fault tolerance to the overall computational grid. AMGS prototype architecture is implemented in Java using Protégé 2.0.1, JADE and JESS. This research shows the feasibility of an agent-based grid middleware.
منابع مشابه
P2P-Based Knowledge Grid Oriented Toward Cooperative Cognition
It is well-acknowledge that a cognition process can be treated as a sequence of problem-solving procedures based on the information flow of dynamical knowledge transferring and propagation between participants and the collaborative environment. The issue of learning during collaboration process has long been a central topic of AI research from its earliest days and remains as a vital characteri...
متن کاملIntelligent Approach for Attracting Churning Customers in Banking Industry Based on Collaborative Filtering
During the last years, increased competition among banks has caused many developments in banking experiences and technology, while leading to even more churning customers due to their desire of having the best services. Therefore, it is an extremely significant issue for the banks to identify churning customers and attract them to the banking system again. In order to tackle this issue, this pa...
متن کاملAn Expert System for Intelligent Selection of Proper Particle Swarm Optimization Variants
Regarding the large number of developed Particle Swarm Optimization (PSO) algorithms and the various applications for which PSO has been used, selecting the most suitable variant of PSO for solving a particular optimization problem is a challenge for most researchers. In this paper, using a comprehensive survey and taxonomy on different types of PSO, an Expert System (ES) is designed to identif...
متن کاملOptimal Placement and Sizing of TCSC & SVC for Improvement Power System Operation using Crow Search Algorithm
Abstract: The need for more efficient power systems has prompted the use of a new technologies includes Flexible AC transmission system (FACTS) devices. FACTS devices provides new opportunity for controlling the line power flow and minimizing losses while maintaining the bus voltages within a permissible limit. In this thesis a new method is proposed for optimal placement and sizing of Thyristo...
متن کاملIoT Based Load Management of a Micro-Grid Using Arduino and HMAS
This paper aims to establish an Arduino and IoT-based Hierarchical Multi-Agent System (HMAS) for management of loads’ side with incentive approach in a micro-grid. In this study, the performance of the proposed algorithm in a micro-grid has been verified. The micro-grid contains a battery energy storage system (BESS) and different types of loads known as residential consumer (RC), commercial co...
متن کامل