講演抄録/キーワード |
講演名 |
2009-03-02 16:00
Evaluating the Performance & Reusability Aspects of a Knowledge-based Prototype System:
-- An Automated Management Support to Communication Networks -- ○Sameera Abar・Tetsuo Kinoshita(Tohoku Univ.) AI2008-72 |
抄録 |
(和) |
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. |
(英) |
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. |
キーワード |
(和) |
Multi-agent System / Domain Ontology / Knowledge Acquisition / Network Management / Fault Diagnosis / Distributed Problem-solving / / |
(英) |
Multi-agent System / Domain Ontology / Knowledge Acquisition / Network Management / Fault Diagnosis / Distributed Problem-solving / / |
文献情報 |
信学技報, vol. 108, no. 456, AI2008-72, pp. 47-52, 2009年3月. |
資料番号 |
AI2008-72 |
発行日 |
2009-02-23 (AI) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
著作権に ついて |
技術研究報告に掲載された論文の著作権は電子情報通信学会に帰属します.(許諾番号:10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
PDFダウンロード |
AI2008-72 |