Title :
Intelligent based large scale multi agent´s resource management on shopping service with security
Author :
Surendran, R. ; Varthini, B. Parvatha
Author_Institution :
Dept. of Inf. Technol., Sathyabama Univ., Chennai, India
Abstract :
Grid computing is an Internet based large scale computing network. It works with resources and services for the purpose sharing in the network from their own or lease based. Power of Grid computing is everywhere present over the world for computing the solution for the problem through Resource management technique (RMT). RMT consist of Resource requester, resource matchmaker for a task, Resource provider and Agent-based resource manager. Agent-based resource manager produce enhanced Resource discovery service. Agent is software, decision maker for grid service. Grid service is requiring when, where, what type, alternate service arrangement and how to discover the services for public / private grid network. Multiple Agents are available in between the grid supplier and client. Multiple Agents communicated together through message passing via grid network. Large scale agent in the sense number of agents is large with big data handling capability. In each grid site active optimized agents are presented for execute the job. Each agent has a unique ID and different role in grid computing network. In some situation agents are used to migrate the one supplier to another supplier easily that is work replacement carried out by multi agent. Overloaded agent´s host is relocating the service to other agent´s host named as agent migration. Little work and idle agents are waiting for upcoming job. For deploying the application via host, first predict the best agent from a lot of distributed active agents. Buyer or consumer asks the service request from the supplier or seller. In this pairing service, the multi agents are acting as bridge between Buyer and supplier. List of Intelligent based large scale multi agents are deployment agent, task agent, mobility agent, optimization agent, matchmaker agent, mobile agent, supplier agent, resource agent, application agent. Agent software is used to replace the difficulty of shopping & shipment application (service) through Servic- Oriented Computing (SOC). Shopping process fully will take care by grid agents. Agents are assigning for grid Trust purpose and Security problems also overcome by the agents based on pseudo random number RSA algorithm through Grid Security Infrastructure (GSI).
Keywords :
Internet; computer network security; decision making; grid computing; message passing; mobile agents; multi-agent systems; public key cryptography; random number generation; resource allocation; retail data processing; service-oriented architecture; trusted computing; GSI; Internet-based large scale computing network; RMT; SOC; agent migration; agent software; agent-based resource manager; application agent; big data handling capability; decision maker; deployment agent; distributed active agents; grid client; grid computing; grid security infrastructure; grid service; grid supplier; grid trust; intelligent-based large scale multiagent resource management; matchmaker agent; message passing; mobile agent; mobility agent; optimization agent; private grid network; pseudorandom number RSA algorithm; public grid network; resource agent; resource discovery service; resource management technique; resource matchmaker; resource provider; resource requester; resource sharing; security problems; service discovery; service oriented computing; service relocation; service request; shipment application; shopping application; shopping service; supplier agent; task agent; Agent based grid service for shopping service; Agent´s Resource Management Technique; Grid service deployment Life Cycle; Integrated Agent Migration based Hash Search; Service Oriented Computing;
Conference_Titel :
Engineering (NUiCONE), 2012 Nirma University International Conference on
Conference_Location :
Ahmedabad
Print_ISBN :
978-1-4673-1720-7
DOI :
10.1109/NUICONE.2012.6493204