Non-preemptive buffer management for latency sensitive packets

Moran Feldman, Joseph (Seffi) S. Naor

Research output: Contribution to journalArticlepeer-review

Abstract

The delivery of latency sensitive packets is a crucial issue in real-time applications of communication networks. Such packets often have a firm deadline and a packet becomes useless if it arrives after its deadline. The deadline, however, applies only to the packet’s journey through the entire network; individual routers along the packet’s route face a more flexible deadline. We study policies for admitting latency sensitive packets at a router. Each packet is tagged with a value. A packet waiting at a router loses value over time as its probability of arriving at its destination on time decreases. The router is modeled as a non-preemptive queue, and its objective is to maximize the total value of the forwarded packets. When a router receives a packet, it must either accept it (and delay future packets), or reject it immediately. The best policy depends on the set of values that a packet can take. We consider three natural sets: an unrestricted model, a real-valued model, where any value over 1 is allowed, and an integral-valued model. For the unrestricted model, we prove that there is no constant competitive ratio algorithm. For the real-valued model, we give a randomized 4-competitive algorithm and a matching lower bound (up to low order terms). We also provide a deterministic lower bound of ϕ3- ε≈ 4.236 , almost matching the previously known 4.24-competitive algorithm. For the integral-valued model, we describe a deterministic 4-competitive algorithm, and prove that this is tight even for randomized algorithms (up to low order terms).

Original languageEnglish
Pages (from-to)337-353
Number of pages17
JournalJournal of Scheduling
Volume20
Issue number4
DOIs
StatePublished - 1 Aug 2017
Externally publishedYes

Bibliographical note

Funding Information:
The research of Joseph (Seffi) Naor was supported by ISF Grant 1366/07. An extended abstract of this work appeared in IEEE INFOCOM 2010.

Publisher Copyright:
© 2016, Springer Science+Business Media New York.

Keywords

  • Dual fitting
  • Latency sensitive packets
  • Non-preemptive buffering problems
  • Online algorithms

ASJC Scopus subject areas

  • Software
  • Engineering (all)
  • Management Science and Operations Research
  • Artificial Intelligence

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