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Avishek Nag
Researcher at University College Dublin
Publications - 92
Citations - 1865
Avishek Nag is an academic researcher from University College Dublin. The author has contributed to research in topics: Computer science & Network planning and design. The author has an hindex of 15, co-authored 70 publications receiving 1404 citations. Previous affiliations of Avishek Nag include Heritage Institute of Technology & University of California, Davis.
Papers
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Journal ArticleDOI
An Overview on Application of Machine Learning Techniques in Optical Networks
Francesco Musumeci,Cristina Rottondi,Avishek Nag,Irene Macaluso,Darko Zibar,Marco Ruffini,Massimo Tornatore +6 more
TL;DR: An overview of the application of ML to optical communications and networking is provided, relevant literature is classified and surveyed, and an introductory tutorial on ML is provided for researchers and practitioners interested in this field.
Journal ArticleDOI
Optical Network Design With Mixed Line Rates and Multiple Modulation Formats
TL;DR: In this paper, the authors proposed a design method for mixed line rate (MLR) optical networks with transceivers employing different modulation formats, and demonstrated the tradeoff between a transceiver's cost and its optical reach in overall network design.
Proceedings ArticleDOI
Optical network design with mixed line rates and multiple modulation formats
TL;DR: In this article, a design method for mixed-line-rate (MLR) optical networks with transceivers employing different modulation formats is proposed, which demonstrates the tradeoff between a transceiver's cost and its optical reach in overall network design.
Journal ArticleDOI
Computing for rural empowerment: enabled by last-mile telecommunications
Somen Nandi,Saigopal Thota,Avishek Nag,Sw. Divyasukhananda,Partha P. Goswami,Ashwin Aravindakshan,Raymond L. Rodriguez,Biswanath Mukherjee +7 more
TL;DR: This article aims to guide service providers, industry practitioners, and local entrepreneurs with a technology-and-deployment-trend analysis to choose, deploy, and operate suitable telecommunication networks depending on the unique features of the rural/remote area.
Journal ArticleDOI
On the Design of Energy-Efficient Mixed-Line-Rate (MLR) Optical Networks
TL;DR: This study presents mathematical models that can act as references for designing energy- and cost-efficient MLR optical networks and performs a comparative study of the energy efficiency of MLR and special cases ofMLR design, named as single-line-rate networks.