Agent-based Negotiation for Resource Allocation in Grid
نویسندگان
چکیده
Grid technology allows the sharing of resources within groups of individuals or organizations. A job submission in grid initially requires the identification of a list of servers that meet a certain job description. After, it is necessary to select the best server from this list. None of current researches associates the choice of the server with the service delivery conditions. In order to incorporate quality to the grid service it is important to know when the job will finish and what are the cost and quality factors involved. We present here a Multi-Agent System that chooses the best place to run a grid job by making use of negotiation. The prediction of job execution is achieved with case-based reasoning technique and the negotiation flexibility is delimited by resource policies. Our approach models different forms of negotiation, identified as multi-issue, bilateral and chaining negotiations.
منابع مشابه
Improving Agent Performance for Multi-Resource Negotiation Using Learning Automata and Case-Based Reasoning
In electronic commerce markets, agents often should acquire multiple resources to fulfil a high-level task. In order to attain such resources they need to compete with each other. In multi-agent environments, in which competition is involved, negotiation would be an interaction between agents in order to reach an agreement on resource allocation and to be coordinated with each other. In recent ...
متن کاملA new fuzzy negotiation protocol for grid resource allocation
In real-life trading, relaxing decisions in the face of trading pressure is common. Similarly, in marketbased grid resource allocation problem designing negotiator agents with the flexibility to relax their decision to (quickly) complete a deal in the face of intense Grid Market Pressure (GMP) is essential. To make this idea possible, we design Enhanced Marketand Behavior-driven Negotiation Age...
متن کاملGrid Coordination with Marketmaker Agents
Market based models are frequently used in the resource allocation on the computational grid. However, as the size of the grid grows, it becomes difficult for the customer to negotiate directly with all the providers. Middle agents are introduced to mediate between the providers and customers and facilitate the resource allocation process. The most frequently deployed middle agents are the matc...
متن کاملStrategic negotiation models for grid scheduling
One of the key requirements for Grid infrastructures is the ability to share resources with nontrivial qualities of service. However, resource management in a decentralized infrastructure is a complex task as it has to cope with different policies and objectives of the different resource providers and the resource users. This problem is further complicated due to the diversity of the resource t...
متن کاملMulti-agent Negotiation Model for Resource Allocation in Grid Environment
Due to the resources in the Grid are heterogeneous and geographically distributed, the management of resources and application scheduling in large-scale distributed Grid environment is a complex undertaking. Intelligent agents can play an important role in solving these problems. In this paper we formulated this problem as a multi-agent game with the players being agents purchasing service from...
متن کامل