NDLI: Adaptive CACs using Bayesian performance estimation

Content Provider	IEEE Xplore Digital Library
Author	Saito, H.
Copyright Year	1995
Description	Author affiliation: NTT Telecommun. Networks Labs., Musashino, Japan (Saito, H.)
Abstract	A typical example of telecommunication system performance estimation during operation is connection admission control (CAC) of asynchronous transfer mode (ATM) networks. This paper investigates adaptive CACs using Bayesian performance estimation. The performance is estimated through Bayesian regression analysis, in which the monitored performance and an a priori estimate are given by conventional techniques such as queueing theory and simulation. Three adaptive CACs are studied: a CA C based on a log-transform of the cell loss ratio (CLR), a CAC based on a maximum queue length during a fixed period, and a CAC based on CLR. Numerical examples show the following results: oscillation of VCs in a VP may occur and may be worse when the measurement period is longer; initial variance is important for accurate estimation; CACs using CLR and the log-transform of CLR can not easily assure the CLR objective; the CAC using the maximum queue size performs well and has rapid convergence; the monitored performance data improves the estimates even when the performance is monitored with different conditions than the target condition.
Starting Page	11
Ending Page	17
File Size	801983
Page Count	7
File Format	PDF
ISBN	0818671807
DOI	10.1109/ICCCN.1995.540096
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1995-09-20
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Bayesian methods Asynchronous transfer mode Condition monitoring System performance Admission control Regression analysis Queueing analysis Analytical models Size measurement Performance evaluation
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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