| Presentation | 2009-03-02 Evaluating the Performance & Reusability Aspects of a Knowledge-based Prototype System : An Automated Management Support to Communication Networks Sameera ABAR, Tetsuo KINOSHITA, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a reuse-based knowledge representation and acquisition strategy, for the automatic provision of just-in-time and just-enough, context-dependent resource knowledge, for actively managing the communication network systems. In the proposed knowledge model, the static domain content of a network system has been represented as the domain knowledge ontology, and the experiential management knowledge is encoded as the production-rule type representations of distributed multi-agent middleware architecture. For the proof of concept, an experimental network system has been set-up in the laboratory. A couple of test-cases have been designed for experimenting with the implemented prototype system. Experimental results confirm a marked reduction in the management-overhead as compared to the manual network management techniques, in terms of the time-taken and effort-done during a particular fault-diagnosis session. Validation of the reusability/modifiability aspects of our system, illustrates the flexible manipulation of the knowledge fragments within diverse application contexts. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Knowledge Representation / Domain Ontology / Agent-based Computing / Distributed Problem-solving / Failure Detection / Network Management |
| Paper # | AI2008-72 |
| Date of Issue |
| Conference Information | |
| Committee | AI |
|---|---|
| Conference Date | 2009/2/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluating the Performance & Reusability Aspects of a Knowledge-based Prototype System : An Automated Management Support to Communication Networks |
| Sub Title (in English) | |
| Keyword(1) | Knowledge Representation |
| Keyword(2) | Domain Ontology |
| Keyword(3) | Agent-based Computing |
| Keyword(4) | Distributed Problem-solving |
| Keyword(5) | Failure Detection |
| Keyword(6) | Network Management |
| 1st Author's Name | Sameera ABAR |
| 1st Author's Affiliation | Graduate School of Information Sciences Tohoku University() |
| 2nd Author's Name | Tetsuo KINOSHITA |
| 2nd Author's Affiliation | Cyberscience Center Tohoku University |
| Date | 2009-03-02 |
| Paper # | AI2008-72 |
| Volume (vol) | vol.108 |
| Number (no) | 456 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |