NDLI: A reinforcement learning-based algorithm for deflection routing in optical burst-switched networks

Content Provider	IEEE Xplore Digital Library
Author	Haeri, S. Thong, W.W.-K. Guanrong Chen Trajkovic, L.
Copyright Year	2013
Description	Author affiliation: City Univ. of Hong Kong, Hong Kong, China (Thong, W.W.-K.; Guanrong Chen) \|\| Simon Fraser Univ., Vancouver, BC, Canada (Haeri, S.; Trajkovic, L.)
Abstract	In this paper, we propose a Q-learning based deflection routing algorithm that may be employed to resolve contention in optical burst-switched networks. The main goal of deflection routing is to successfully deflect a burst based only on a limited knowledge that network nodes possess about their environment. Q-learning, one of the reinforcement learning algorithms, has been proposed in the past to help generate deflection decisions. The complexity of existing reinforcement learning-based deflection routing algorithms depends on the number of nodes in the network. The proposed algorithm scales well for larger networks because its complexity depends on the node degree rather than the network size. The algorithm is implemented using the ns-3 network simulator. Simulation results show that it has comparable performance to an existing reinforcement learning deflection routing scheme while having lower memory requirements.
Starting Page	474
Ending Page	481
File Size	133988
Page Count	8
File Format	PDF
ISBN	9781479910502
DOI	10.1109/IRI.2013.6642508
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-08-14
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Routing Algorithm design and analysis SONET Optical switches Learning (artificial intelligence) Optical wavelength conversion Optical fiber networks
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

Design and Performance Analysis of Deflection Routing Based Intelligent Optical Burst Switched (OBS) Network

A reinforcement learning-based algorithm for deflection routing in optical burst-switched networks.

Priority-based wavelength assignment algorithm for burst switched photonic networks

On the deflection routing in QoS supported optical burst-switched networks

A Reinforcement Learning-Based Deflection Routing Scheme for Buffer-Less OBS Networks

On Burst Loss in Optical Burst Switched Networks with Hot Potato Deflection Routing

Analysis of Wavelength Conversion and Deflection Routing in Optical Burst Switched Network

Reinforcement Learning Based Path Selection and Wavelength Selection in Optical Burst Switched Networks

Performance analysis of optical burst switched node with deflection routing

A reinforcement learning-based algorithm for deflection routing in optical burst-switched networks

Similar Documents

Design and Performance Analysis of Deflection Routing Based Intelligent Optical Burst Switched (OBS) Network

A reinforcement learning-based algorithm for deflection routing in optical burst-switched networks.

Priority-based wavelength assignment algorithm for burst switched photonic networks

On the deflection routing in QoS supported optical burst-switched networks

A Reinforcement Learning-Based Deflection Routing Scheme for Buffer-Less OBS Networks

On Burst Loss in Optical Burst Switched Networks with Hot Potato Deflection Routing

Analysis of Wavelength Conversion and Deflection Routing in Optical Burst Switched Network

Reinforcement Learning Based Path Selection and Wavelength Selection in Optical Burst Switched Networks

Performance analysis of optical burst switched node with deflection routing

A reinforcement learning-based algorithm for deflection routing in optical burst-switched networks