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Dr. Reshma Raj R. S.

Assistant Professor, Department of Computer Science and Engineering, School of Computing, Amritapuri

Qualification: Ph.D
reshmarajrs@am.amrita.edu
Google Scholar Profile
Date of Joining: 29/08/2024
Nature of Association: Regular

Bio Publications FDP / Workshops (Attended) Invited Talks Conferences (Attended)
Bio

Dr. Reshma Raj R. S. currently serves as an Assistant Professor in the School of Computing at Amrita Vishwa Vidyapeetham, Amritapuri Campus. She received Ph.D. from the Department of Computer Science and Engineering at the National Institute of Technology Calicut. She pursued her M. Tech in Information Technology (Network Engineering) from APJ Abdul Kalam Technological University, and B. Tech in Computer Science and Engineering from the University of Kerala. Her research interests includes Computer architecture, Network-on-Chip based Tiled Chip Multicore Processors

Publications

Journal Article

Year : 2023

SpecMap: An efficient spectral partitioning based static application mapping algorithm for 2D mesh NoCs

Cite this Research Publication : R. S. Reshma Raj, Athul Joseph, Akhil Sarwar T. H., Saidalavi Kalady, Jayaraj P. B., SpecMap: An efficient spectral partitioning based static application mapping algorithm for 2D mesh NoCs, Concurrency and Computation: Practice and Experience, Wiley, 2023, https://doi.org/10.1002/cpe.7838

Publisher : Wiley

Year : 2022

DeepNR: An adaptive deep reinforcement learning based NoC routing algorithm

Cite this Research Publication : Reshma Raj R.S., Rohit R., Mushrif Shaikh Shahreyar, Akash Raut, Pournami P.N., Saidalavi Kalady, Jayaraj P.B., DeepNR: An adaptive deep reinforcement learning based NoC routing algorithm, Microprocessors and Microsystems, Elsevier BV, 2022, https://doi.org/10.1016/j.micpro.2022.104485

Publisher : Elsevier BV

Conference Paper

Year : 2019

Odd-even based adaptive two-way routing in mesh NoCs for hotspot mitigation

Cite this Research Publication : R. S. Reshma Raj, C. Gayathri, Saidalavi Kalady, P. B. Jayaraj, Odd-even based adaptive two-way routing in mesh NoCs for hotspot mitigation, Proceedings of the 20th International Conference on Distributed Computing and Networking, ACM, 2019, https://doi.org/10.1145/3288599.3288611

Publisher : ACM

Year : 2017

Implementation and Analysis of Adaptive Packet Throttling in Mesh NoCs

Cite this Research Publication : N.S. Aswathy, R.S. Reshma Raj, John Jose, V.R. Josna, Implementation and Analysis of Adaptive Packet Throttling in Mesh NoCs, Procedia Computer Science, Elsevier BV, 2017, https://doi.org/10.1016/j.procs.2017.09.149

Publisher : Elsevier BV

Year : 2017

Implementation and analysis of hotspot mitigation in mesh NoCs by cost-effective deflection routing technique

Cite this Research Publication : R. S. Reshma Raj, Abhijit Das, John Jose, Implementation and analysis of hotspot mitigation in mesh NoCs by cost-effective deflection routing technique, 2017 IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), IEEE, 2017, https://doi.org/10.1109/vlsi-soc.2017.8203461

Publisher : IEEE

Conference Proceedings

Year : 2017

Adaptive Packet Throttling Technique for Congestion Management in Mesh NoCs

Cite this Research Publication : N. S. Aswathy, R. S. Reshma Raj, Abhijit Das, John Jose, V. R. Josna, Adaptive Packet Throttling Technique for Congestion Management in Mesh NoCs, Communications in Computer and Information Science, Springer Singapore, 2017, https://doi.org/10.1007/978-981-10-7470-7_33

Publisher : Springer Singapore

FDP / Workshops (Attended)
  1. Multicore Architecture and Design Online Workshop Organized by Division of Electronics, School of Engineering, Cochin University of Science and Technology, August 26-27, 2021 
  2. Embedded System Technologies for Deep Learning and Approximate Computing Organized by Department of CSE, IIT Guwahati in collaboration with the University of Naples Fedrico II, Italy, 29-30 May 2021 and 5-6 June 2021
  3. Introduction to Generative Adversarial Networks Organized by Department of CSED, NIT Calicut, May 20-22, 2021
  4. High performance computing concepts and practices Organized by Department of CSED, NIT Calicut, October 8-18, 2018 
Invited Talks
  • FRAME:Forging Research Advancements through Microarchitecture design Evaluation tools Organized by Department of Computer Science and Engineering, National Institute of Technology, Calicut January 27-31, 2025
Conferences (Attended)
  1. 33 rd International conference on VLSI Design, VLSID 2020 
  2. 20th International Conference on Distributed Computing and Networking,- 47th International Workshop, ICDCN 2019
  3. 7th International Conference on Advances in Computing and Communications, ICACC-2017
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