Optimal delay bound for maximum weight scheduling policy in wireless networks
Authors:
- 1 April 2014
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 565-573
Abstract
We provide an improved bound for the expectation of the stationary delay under the maximum weight scheduling (MWS) policy in one-hop wireless networks. In the model, the interference of the links is characterized by an interference graph G=(V, E). For a vector μ ϵ R |V| + , let χ f (G, μ) be the weighted fractional coloring number for the graph G under the weight vector μ. For an arrival rate vector λ in the capacity region, we define a quantity ε (λ) to be the unique value satisfying the condition χ f (G, λ+ε (λ) e) = 1, where e = (1, 1,..., 1) T . We show that the stationary delay is upper-bounded by B(2(Σ i=1 |V| λ i ) ε (λ) ), where B is a constant depending on the arrival process. We show that the new bound is the tightest single-parameter bound obtainable with an often-used analytical framework. Generalizing the above, we also provide the tightest bounds for all MWS-w policies.Keywords
This publication has 20 references indexed in Scilit:
- Asymptotically tight steady-state queue length bounds implied by drift conditionsQueueing Systems, 2012
- On PreemptiveResource Constrained Scheduling: Polynomial-Time Approximation SchemesSIAM Journal on Discrete Mathematics, 2006
- MaxWeight scheduling in a generalized switch: State space collapse and workload minimization in heavy trafficThe Annals of Applied Probability, 2004
- Delay bounds for approximate maximum weight matching algorithms for input queued switches2003
- Approximate strong separation with application in fractional graph coloring and preemptive schedulingTheoretical Computer Science, 2003
- Algebraic Graph Theory2001
- Bounds on average delays and queue size averages and variances in input-queued cell-based switches2001
- Stability of queueing networks and scheduling policiesIEEE Transactions on Automatic Control, 1995
- Geometric Algorithms and Combinatorial Optimization1993
- The ellipsoid method and its consequences in combinatorial optimizationCombinatorica, 1981