Network capacity sharing with QoS as a financial derivative pricing problem: algorithms and network design
2002 (English)Doctoral thesis, comprehensive summary (Other scientific)
A design of anautomatic network capacity markets, oftenreferred to as a bandwidth market, is presented. Three topicsare investigated. First, a network model is proposed. Theproposed model is based upon a trisection of the participantroles into network users, network owners, and market middlemen.The network capacity is defined in a way that allows it to betraded, and to have a well defined price. The network devicesare modeled as core nodes, access nodes, and border nodes.Requirements on these are given. It is shown how theirfunctionalities can be implemented in a network. Second, asimulated capacity market is presented, and a statisticalmethod for estimating the price dynamics in the market isproposed. A method for pricing network services based on sharedcapacity is proposed, in which the price of a service isequivalent to that of a financial derivative contract on anumber of simple capacity shares.Third, protocols for theinteraction between the participants are proposed. The marketparticipants need to commit to contracts with an auditableprotocol with a small overhead. The proposed protocol is basedon a public key infrastructure and on known protocols for multiparty contract signing. The proposed model allows networkcapacity to be traded in a manner that utilizes the networkeciently. A new feature of this market model, compared to othernetwork capacity markets, is that the prices are not controlledby the network owners. It is the end-users who, by middlemen,trade capacity among each-other. Therefore, financial, ratherthan control theoretic, methods are used for the pricing ofcapacity.
Keywords:Computer network architecture, bandwidthtrading, inter-domain Quality-of-Service, pricing,combinatorial allocation, financial derivative pricing,stochastic modeling
Place, publisher, year, edition, pages
Stockholm: Numerisk analys och datalogi , 2002. , xii, 80 p.
Trita-NA, ISSN 0348-2952 ; 0225
Computer network architecture, bandwidth trading, inter-domain Quality-of-Service, pricing, combinatorial allocation, financial derivative pricing, stochastic modeling
IdentifiersURN: urn:nbn:se:kth:diva-3459ISBN: 91-7283-409-9OAI: oai:DiVA.org:kth-3459DiVA: diva2:9260
NR 201408052002-12-112002-12-11Bibliographically approved