An Integrated Fuzzy Policing-Routing Mechanism for ATM Networks Using Violation Tagging Function

• Item type: Journal(1)
• 公開日: 2000-10-15
• タイトル: An Integrated Fuzzy Policing-Routing Mechanism for ATM Networks Using Violation Tagging Function
• タイトル / 言語: en
• タイトル: An Integrated Fuzzy Policing-Routing Mechanism for ATM Networks Using Violation Tagging Function
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: 論文
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_6501
• 資源タイプ: journal article
• その他タイトル / その他のタイトル: ネットワーク
• 著者所属: Faculty of Literature and Social Sciences Yamagata University
• 著者所属: Faculty of Software Engineering The University of Aizu
• 著者所属: Faculty of Literature and Social Sciences Yamagata University
• 著者所属: Faculty of Engineering Yamagata University
• 著者所属(英): en
• 著者所属(英): Faculty of Literature and Social Sciences, Yamagata University
• 著者所属(英): en
• 著者所属(英): Faculty of Software Engineering, The University of Aizu
• 著者所属(英): en
• 著者所属(英): Faculty of Literature and Social Sciences, Yamagata University
• 著者所属(英): en
• 著者所属(英): Faculty of Engineering, Yamagata University
• 著者名: Leonard, Barolli; Akio, Koyama; Takako, Yamada; Shoichi, Yokoyama
• 著者名(英): Leonard, Barolli; Akio, Koyama; Takako, Yamada; Shoichi, Yokoyama
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: In Asynchronous Transfer Mode (ATM) networks the traffic control design becomes an important challenge becauseof the diverse services support and the needfor an efficient network resource engineering.Two of important functions for traffic control in ATM networksare policing and routing.The goal of these two functions is to guaranteethe required quality of service and increase the networkutilization. All previous studies have treatedpolicing and routing in a separate way.A combination of policing and routing can guaranteea better quality of service and network utilization.So far many network control strategies have been proposed but they are not well suited for high speed networks.To cope with rapidly changing networkconditions the traffic control methodsfor high speed networks must be adaptive flexible and intelligent for efficient network management.Use of intelligent algorithms based onfuzzy logic neural networks and genetic algorithmscan prove to be efficient for traffic control in ATM networks.In this paper we propose an intelligent policing-routingmechanism which is based on fuzzy logic.Performance evaluation via simulations shows thatthe proposed mechanism performs better thanconventional policing mechanisms.Furthermore by using tagging function and handling the traffic of violation cellsthe network utilization is improved.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: In Asynchronous Transfer Mode (ATM) networks, the traffic control design becomes an important challenge, becauseof the diverse services support and the needfor an efficient network resource engineering.Two of important functions for traffic control in ATM networksare policing and routing.The goal of these two functions is to guaranteethe required quality of service and increase the networkutilization. All previous studies have treatedpolicing and routing in a separate way.A combination of policing and routing can guaranteea better quality of service and network utilization.So far, many network control strategies have been proposed,but they are not well suited for high speed networks.To cope with rapidly changing networkconditions, the traffic control methodsfor high speed networks must be adaptive, flexible,and intelligent for efficient network management.Use of intelligent algorithms based onfuzzy logic, neural networks and genetic algorithmscan prove to be efficient for traffic control in ATM networks.In this paper, we propose an intelligent policing-routingmechanism which is based on fuzzy logic.Performance evaluation via simulations shows thatthe proposed mechanism performs better thanconventional policing mechanisms.Furthermore, by using tagging function and handling the traffic of violation cellsthe network utilization is improved.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AN00116647
• 書誌情報: 情報処理学会論文誌; 巻 41, 号 10, p. 2926-2936, 発行日 2000-10-15
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 1882-7764