A decision support system for telecommunications
International Journal of Network Management
Managing capacity for telecommunications networks under uncertainty
IEEE/ACM Transactions on Networking (TON)
Analysis of link failures in an IP backbone
Proceedings of the 2nd ACM SIGCOMM Workshop on Internet measurment
Dynamic Netvalue Analyzer - A Pricing Plan Modeling Tool for ISPs Using Actual Network Usage Data
WECWIS '02 Proceedings of the Fourth IEEE International Workshop on Advanced Issues of E-Commerce and Web-Based Information Systems (WECWIS'02)
Forecasting long-term demand for services in the residential market
IEEE Communications Magazine
Seamless network-wide IGP migrations
Proceedings of the ACM SIGCOMM 2011 conference
Lossless migrations of link-state IGPs
IEEE/ACM Transactions on Networking (TON)
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One of the critical aspects of network management that has not received much attention is network upgrade. This paper addresses the question of "how to add new nodes and links into an operational network in a graceful manner so that the perceived network performance from the perspective of existing customers does not deteriorate?". We propose a two-phase framework to find the optimal upgrade strategy: first, deciding what nodes should be added and how they should be connected to existing topology, and second, deciding the ideal sequence to add these new nodes and links. We formulate the first phase as a non-linear optimization problem and the second phase as a multistage dynamic programming problem. Through a numerical example, we show the feasibility of this framework and demonstrate the advantages of our multistage approach in determining an ideal upgrade sequence. The results also highlight the significance of incorporating network performance (for ex, service availability) into the two-phase framework to achieve minimal impact to existing customers.