Performance modeling and analysis of hypoexponential network servers

Khaled Salah, Said ElKafhali

Research output: Contribution to journalArticlepeer-review

18 Scopus citations

Abstract

Hypoexponential servers are commonly seen in today’s computer and communication networks whereby incoming packets are processed by the network server in multiple stages with each stage having a different processing time. This paper presents an analytical model to capture the behavior and subsequently analyze the performance of these network servers or similarly behaving systems. From our model, we derive key performance measures and features which include CPU utilization, system idleness, mean throughput, packet loss, mean system and queuing packet delays, and mean system and queue sizes. In addition, we present two popular finite queueing models (namely, M / D / 1 / K and M / M / 1 / K) to approximate our hypoexponential model. Results show that the both of these approximate models give close results when the system queue size is large.

Original languageBritish English
Pages (from-to)717-728
Number of pages12
JournalTelecommunication Systems
Volume65
Issue number4
DOIs
StatePublished - 1 Aug 2017

Keywords

  • Finite queueing systems
  • Hypoexponential service
  • Network servers
  • Performance modeling and analysis

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