Home > Research > Publications & Outputs > An opportunistic and non-anticipating size-awar...

Electronic data

  • performance2014Taboada

    Rights statement: The final, definitive version of this article has been published in the Journal, Performance Evaluation 79, 2014, © ELSEVIER.

    Accepted author manuscript, 634 KB, PDF document

Links

Text available via DOI:

View graph of relations

An opportunistic and non-anticipating size-aware scheduling proposal for mean holding cost minimization in time-varying channels

Research output: Contribution to Journal/MagazineJournal articlepeer-review

Published
Close
<mark>Journal publication date</mark>09/2014
<mark>Journal</mark>Performance Evaluation
Volume79
Number of pages14
Pages (from-to)90-103
Publication StatusPublished
<mark>Original language</mark>English

Abstract

In this paper we study how to design a scheduling strategy aimed at minimizing the average holding cost for flows with general size distribution when the feasible transmission rate of each user varies randomly over time. We employ a Whittle-index-based approach in order to achieve an opportunistic and non-anticipating size-aware scheduling index rule proposal. When the flow size distribution belongs to the Decreasing Hazard Rate class, we propose the so-called Attained Service Potential Improvement index rule, which consists in giving priority to the flows with the highest ratio between the current attained-service-dependent completion probability and the expected potential improvement of this completion probability. We further analyze the performance of the proposed scheduler, concluding that it outperforms well-known opportunistic disciplines.

Bibliographic note

The final, definitive version of this article has been published in the Journal, Performance Evaluation 79, 2014, © ELSEVIER.