Paper Abstract and Keywords |
Presentation |
2006-03-06 16:30
A Knowledge-based Approach for the Automated Management of Communication Network Systems Sameera Abar, Yukio Iwaya, Toru Abe, Tetsuo Kinoshita (Tohoku Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The ever-increasing complexity of distributed communication network systems in this information era demands a highly level of network availability and reliability. In this context, a promising knowledge-based approach is presented to support the automated detection of performance degradations and communication faults. The network knowledge has been structured according to the CommonKADS which is a comprehensive methodology for developing reuse-based expert systems. In the proposed knowledge-intensive framework, the static domain-related concepts are composed as the domain knowledge ontology. The empirical knowledge for managing the network is represented as the fault-state causal reasoning models, and it is explicitly encoded as the core knowledge of multi-agent middleware layer as heuristic rules for inference. This task-oriented experiential knowledge manipulates the domain content and structure during the diagnostic sessions. The run-time reasoning strategy during the course of cooperative problem solving phase is provided through the interaction of agents base-processes with the dynamic status information of the operational network system. Few application scenarios have been modeled to demonstrate the effectiveness of our proposed network knowledge framework.
Key-words: Knowledge Representation, Domain Ontology, Multi-agent System, Fault Diagnosis, Network Management |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Knowledge Representation / Domain Ontology / Multi-agent System / Fault Diagnosis / Network Management / / / |
Reference Info. |
IEICE Tech. Rep., vol. 105, no. 639, AI2005-46, pp. 37-40, March 2006. |
Paper # |
AI2005-46 |
Date of Issue |
2006-02-27 (AI) |
ISSN |
Print edition: ISSN 0913-5685 |
Download PDF |
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Conference Information |
Committee |
AI |
Conference Date |
2006-03-06 - 2006-03-07 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kwansei Gakuin University |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
AI |
Conference Code |
2006-03-AI |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Knowledge-based Approach for the Automated Management of Communication Network Systems |
Sub Title (in English) |
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Keyword(1) |
Knowledge Representation |
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Domain Ontology |
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Multi-agent System |
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Fault Diagnosis |
Keyword(5) |
Network Management |
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1st Author's Name |
Sameera Abar |
1st Author's Affiliation |
Tohoku University (Tohoku Univ.) |
2nd Author's Name |
Yukio Iwaya |
2nd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
3rd Author's Name |
Toru Abe |
3rd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
4th Author's Name |
Tetsuo Kinoshita |
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Tohoku University (Tohoku Univ.) |
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Speaker |
Author-1 |
Date Time |
2006-03-06 16:30:00 |
Presentation Time |
30 minutes |
Registration for |
AI |
Paper # |
AI2005-46 |
Volume (vol) |
vol.105 |
Number (no) |
no.639 |
Page |
pp.37-40 |
#Pages |
4 |
Date of Issue |
2006-02-27 (AI) |
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