| Presentation | 2006-03-06 A Knowledge-based Approach for the Automated Management of Communication Network Systems Sameera ABAR, Yukio IWAYA, Toru ABE, Tetsuo KINOSHITA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Knowledge Representation / Domain Ontology / Multi-agent System / Fault Diagnosis / Network Management |
| Paper # | AI2005-46 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 2006/2/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | ENG |
| 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) | |
| Keyword(1) | Knowledge Representation |
| Keyword(2) | Domain Ontology |
| Keyword(3) | Multi-agent System |
| Keyword(4) | Fault Diagnosis |
| Keyword(5) | Network Management |
| 1st Author's Name | Sameera ABAR |
| 1st Author's Affiliation | Graduate School of Information Sciences() |
| 2nd Author's Name | Yukio IWAYA |
| 2nd Author's Affiliation | Research Institute of Electrical Communication |
| 3rd Author's Name | Toru ABE |
| 3rd Author's Affiliation | Information Synergy Center Tohoku University |
| 4th Author's Name | Tetsuo KINOSHITA |
| 4th Author's Affiliation | Information Synergy Center Tohoku University |
| Date | 2006-03-06 |
| Paper # | AI2005-46 |
| Volume (vol) | vol.105 |
| Number (no) | 639 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |