Role Reconfiguration Based on Decision-Making for Fault-Recovering in Multi- Agent Systems

نویسندگان

  • Maryam S. Mirian
  • Majid Nili Ahmadabadi
  • Zainalabedin Navabi
چکیده

Distributed hardware systems can be considered as teams of distributed cooperative agents. Thinking this way, will power the designers to develop new agent-based ideas to increase systems’ fault tolerance. In this paper, recovering the system from potential faults by helping the faulty agents in performing their tasks is considered. Besides, each agent, through two phases of distributed decision-making process decides if it can help the faulty agents by undertaking their tasks. If it is possible, the helping actions will be started. The developed ideas are implemented in a simulated Distributed Control System. As it is shown, the proposed distributed fault-clearing method through reconfiguration of the agents’ roles to recover the lost capabilities is very effective. In the presented method, there is no central agent, sentinel or broker to observe the agents and redistribute the tasks among the agents to clear the fault. In fact the system is totally distributed and each agent takes proper actions based on a designed cooperation strategy to clear the fault. The presented methods are tested on a simulated distributed hardware system.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Direct policy search method in fault tolerant autonomous systems

This work is concerned with a new type of realtime reconfigurable control systems that is based on the use of a multi-agent system. To this end, two stages have been examined in the context of decision making; the fault detection and identification (FDI) stage and the reconfiguration stage (RC). The agent based FDI detects that a fault has occurred. It then further diagnoses the situation. The ...

متن کامل

A Self-organized Multi Agent Decision Making System Based on Fuzzy Probabilities: The Case of Aphasia Diagnosis

Aphasia diagnosis is a challenging medical diagnostic task due to the linguistic uncertainty and vagueness, large number of measurements with imprecision, inconsistencies in the definition of Aphasic syndromes, natural diversity and subjectivity in test objects as well as in options of experts who diagnose the disease. In this paper we present a new self-organized multi agent system that diagno...

متن کامل

A Framework for Reconfiguration-Based Fault-Tolerance in Distributed Systems

Nowadays, many critical services are provided by complex distributed systems which are the result of the reuse and integration of a large number of components. Given their multi-context nature, these components are, in general, not designed to achieve high dependability by themselves, thus their behavior with respect to faults can be the most disparate. Nevertheless, it is paramount for these k...

متن کامل

An Approach to Manage Reconfiguration in Fault- Tolerant Distributed Systems

This paper deals with dynamic resource management for real–time dependability–critical distributed systems. Requirements for such kind of systems span many domains such as time, survivability, and scalability and point out formidable challenges in terms of their fulfillment. An architecture is proposed, based on the agent distributed infrastructure Lira, and enriched with statistical models for...

متن کامل

On the use of multi-agent systems for the monitoring of industrial systems

The objective of the current paper is to present an intelligent system for complex process monitoring, based on artificial intelligence technologies. This system aims to realize with success all the complex process monitoring tasks that are: detection, diagnosis, identification and reconfiguration. For this purpose, the development of a multi-agent system that combines multiple intelligences su...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2002