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QoS Routing with Incomplete Information by Analog Computing Algorithms

Identifieur interne : 004386 ( Istex/Corpus ); précédent : 004385; suivant : 004387

QoS Routing with Incomplete Information by Analog Computing Algorithms

Auteurs : János Levendovszky ; Alpár Fancsali ; Csaba Végso ; Gábor Rétvári

Source :

RBID : ISTEX:D349A8CFBF9032967DACA81FDF70140C46FCE4AA

Abstract

Abstract: The paper proposes novel algorithms for Quality of Service (QoS) routing in IP networks. The new algorithms can handle incomplete information, when link measures (e.g. link delays, bandwidths... etc.) are assumed to be random variables. Incomplete information can arise due to aggregated information in PNNI and OSPF routing protocols, which make link measures characterized by their corresponding p.d.f. It will be demonstrated that the task of QoS routing can be viewed as quadratic optimization. Therefore, neural based optimization algorithms implemented on an analog computer (CNN) can provide fast routing algorithms even in the case of incomplete information. As a result, real-time routing can be carried out to meet end-to-end QoS (such as end-to-end delay) requirements.

Url:
DOI: 10.1007/3-540-45412-8_10

Links to Exploration step

ISTEX:D349A8CFBF9032967DACA81FDF70140C46FCE4AA

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<Para>The paper proposes novel algorithms for Quality of Service (QoS) routing in IP networks. The new algorithms can handle incomplete information, when link measures (e.g. link delays, bandwidths... etc.) are assumed to be random variables. Incomplete information can arise due to aggregated information in PNNI and OSPF routing protocols, which make link measures characterized by their corresponding p.d.f. It will be demonstrated that the task of QoS routing can be viewed as quadratic optimization. Therefore, neural based optimization algorithms implemented on an analog computer (CNN) can provide fast routing algorithms even in the case of incomplete information. As a result, real-time routing can be carried out to meet end-to-end QoS (such as end-to-end delay) requirements.</Para>
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<abstract lang="en">Abstract: The paper proposes novel algorithms for Quality of Service (QoS) routing in IP networks. The new algorithms can handle incomplete information, when link measures (e.g. link delays, bandwidths... etc.) are assumed to be random variables. Incomplete information can arise due to aggregated information in PNNI and OSPF routing protocols, which make link measures characterized by their corresponding p.d.f. It will be demonstrated that the task of QoS routing can be viewed as quadratic optimization. Therefore, neural based optimization algorithms implemented on an analog computer (CNN) can provide fast routing algorithms even in the case of incomplete information. As a result, real-time routing can be carried out to meet end-to-end QoS (such as end-to-end delay) requirements.</abstract>
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