Integrated performance evaluation of extended queueing network models with line
File(s)WSC-Casale.pdf (305.42 KB)
Accepted version
Author(s)
Casale, Giuliano
Type
Conference Paper
Abstract
Despite the large literature on queueing theory and its applications, tool support to analyze these models ismostly focused on discrete-event simulation and mean-value analysis (MVA). This circumstance diminishesthe applicability of other types of advanced queueing analysis methods to practical engineering problems,for example analytical methods to extract probability measures useful in learning and inference. In this toolpaper, we present LINE 2.0, an integrated software package to specify and analyze extended queueingnetwork models. This new version of the tool is underpinned by an object-oriented language to declarea fairly broad class of extended queueing networks. These abstractions have been used to integrate in acoherent setting over 40 different simulation-based and analytical solution methods, facilitating their use inapplications.
Date Acceptance
2020-06-13
Citation
2020 Winter Simulation Conference (WSC)
ISBN
978-1-7281-9499-8
ISSN
1558-4305
Publisher
ACM / IEEE
Journal / Book Title
2020 Winter Simulation Conference (WSC)
Copyright Statement
© 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Sponsor
Commission of the European Communities
Grant Number
825040
Source
Winter Simulation Conference (WSC 2020)
Subjects
Science & Technology
Technology
Physical Sciences
Computer Science, Interdisciplinary Applications
Computer Science, Theory & Methods
Operations Research & Management Science
Mathematics, Applied
Computer Science
Mathematics
MEAN-VALUE ANALYSIS
MOMENTS
SYSTEMS
CHAINS
Publication Status
Published
Start Date
2020-12-14
Finish Date
2020-12-16
Coverage Spatial
Orlando, Florida, USA
Date Publish Online
2021-03-29