Self-Organization in Multi Agent Systems: A Middleware Approach
نویسندگان
چکیده
Self-organization is built upon two main building blocks: adaptive and uncoupled interaction mechanisms and context-awareness. Here we show how the middleware TOTA (Tuples On The Air) supports self-organization by providing effective abstractions for the above two building-blocks. TOTA relies on spatially distributed tuples for both supporting adaptive and uncoupled interactions between agents, and context-awareness. Agents can inject these tuples in the network, to make available some kind of contextual information and to interact with other agents. Tuples are propagated by the middleware, on the basis of application specific patterns, defining sorts of “computational fields”, and their intended shape is maintained despite network dynamics, such as topological reconfigurations. Agents can locally “sense” these fields and can rely on them for both acquiring contextual information and carrying on distributed self-organizing coordination activities. Several application examples in different scenarios show the effectiveness of our approach.
منابع مشابه
Bio-Inspired Deployment of Software over Distributed Systems
This paper presents a middleware system for multi-agents on a distributed system as a general test-bed for bio-inspired approaches. The middleware is unique to other approaches, including distributed object systems, because it can maintain and migrate a dynamic federation of multiple agents on different computers. It enables each agent to explicitly define its own deployment policy as a relocat...
متن کاملA middleware approach for high level overlay network
In network management middle wares are required to enhance reliability and efficiency of distributed systems. The proposed approach uses swarm-intelligence networks at the monitoring level to provide self-organization, adaptability, scalability and reactivity features. Resource management is performed by a multi-agent based layer. Knowledge exchange between the monitoring and management layers ...
متن کاملGuiding Organic Management in a Service-Oriented Real-Time Middleware Architecture
To cope with the ever increasing complexity of today's computing systems, the concepts of organic and autonomic computing have been devised. Organic or autonomic systems are characterized by socalled self-X properties such as self-con guration and self-optimization. This approach is particularly interesting in the domain of distributed, embedded, real-time systems. We have already proposed a se...
متن کاملCARISMA - A Service-Oriented, Real-Time Organic Middleware Architecture
To cope with the ever increasing complexity of today’s computing systems, the concepts of autonomic and organic computing (AC/OC) have been devised. Organic or autonomic systems are characterized by so-called self-X properties such as self-configuration and self-optimization. This approach is particularly interesting in the domain of distributed, embedded, real-time systems. The CAR-SoC project...
متن کاملA 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