Skip to main navigation Skip to search Skip to main content

A Century-Long Challenge in Teletraffic Theory: Blocking Probability Evaluation for Overflow Loss Systems with Mutual Overflow

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

59 Downloads (CityUHK Scholars)

Abstract

In this review, we describe historical and recent developments towards tackling a century-long challenge in teletraffic theory, namely the evaluation of blocking probability in overflow systems with mutual overflow. Such systems have many applications in a variety of telecommunications and service systems, including wireless communications, cloud computing, intensive care, and emergency services, and various methods have been developed over the past century to address this challenge. In particular, the recent development of the Information Exchange Surrogate Approximation (IESA) provides significantly increased accuracy and robustness compared to previous approximation methods of its kind while also providing high computational efficiency not available via simulation or exact analysis. To the best of our knowledge, IESA is the first approximation method to combine high levels of accuracy, robustness, and computational efficiency when evaluating blocking probability in overflow systems with mutual overflow, and thus forms a major breakthrough in this century-long effort.
Original languageEnglish
Pages (from-to)61274-61288
JournalIEEE Access
Volume11
Online published7 Jun 2023
DOIs
Publication statusPublished - 2023

Funding

This work was supported in part by the Health and Medical Research Fund of Hong Kong under Grant 16171921, and in part by the Research Grants Council (RGC) of Hong Kong under GRC General Research Fund under Grant 11104620, Grant 11102421, and Grant 11101422.

Research Keywords

  • Approximation methods
  • Blocking probability
  • Cloud computing
  • Computational efficiency
  • Computational modeling
  • Loss systems
  • Mutual overflow
  • Object oriented modeling
  • Robustness
  • Teletraffic theory
  • Web servers

Publisher's Copyright Statement

  • This full text is made available under CC-BY 4.0. https://creativecommons.org/licenses/by/4.0/

RGC Funding Information

  • RGC-funded

Fingerprint

Dive into the research topics of 'A Century-Long Challenge in Teletraffic Theory: Blocking Probability Evaluation for Overflow Loss Systems with Mutual Overflow'. Together they form a unique fingerprint.

Cite this