Proportional Switching in First-in, First-out Networks

• 成果类型: Article
• 署名作者: Bramson, Maury; D'Auria, Bernardo; Walton, Neil
• 署名单位: University of Minnesota System; University of Minnesota Twin Cities; Universidad Carlos III de Madrid; University of Manchester
• 刊物名称: OPERATIONS RESEARCH
• ISSN/ISSBN: 0030-364X
• DOI: 10.1287/opre.2016.1565
• 发表日期: 2017
• 页码: 496-513
• 关键词: state-space collapse; queuing-networks; scheduling policies; fluid models; STABILITY; Throughput; input; insensitivity; approximation; CONVERGENCE

摘要

We consider a family of discrete time multihop switched queueing networks where each packet moves along a fixed route. In this setting, BackPressure is the canonical choice of scheduling policy; this policy has the virtues of possessing a maximal stability region and not requiring explicit knowledge of traffic arrival rates. BackPressure has certain structural weaknesses because implementation requires information about each route, and queueing delays can grow super-linearly with route length. For large networks, where packets over many routes are processed by a queue, or where packets over a route are processed by many queues, these limitations can be prohibitive. In this article, we introduce a scheduling policy for first-in, first-out networks, the ProportionalScheduler, which is based on the proportional fairness criterion. We show that, like BackPressure, the ProportionalScheduler has a maximal stability region and does not require explicit knowledge of traffic arrival rates. The ProportionalScheduler has the advantage that information about the network's route structure is not required for scheduling, which substantially improves the policy's performance for large networks. For instance, packets can be routed with only next-hop information and new nodes can be added to the network with only knowledge of the scheduling constraints.