Ministry of Education
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Dr Lokesh Siddhu

vidwan id: 628426
Male

Assistant Professor, Department of Computer Science and Engineering
Indian Institute of Technology Guwahati

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Expertise

  • Computer Science Interdisciplinary SCI

Publications

Total Articles 14
Books 0
Proceedings 0

Publications

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Scopus

Citations 65
h-index 5

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Citations 0
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Bio

3D Architectures, Thermal Management, Embedded Systems, Emerging Memory Technologies

Personal Details

  • Male
  • Assistant Professor , Indian Institute of Technology Guwahati
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Assistant Professor May 2025 – Present
Indian Institute of Technology Guwahati | Department of Computer Science and Engineering

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Co-Authors (3)

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Scholarly Work

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Scholarly Publications

Co-Designing NVM-based Systems for Machine Learning and In-memory Search Applications

Open Access
Conference Paper
Year: 2025.
Authors: Henkel J.;Siddhu L.;Nassar H.;Bauer L.;Chen J.J.;Hakert C.;Seidl T.;Chen K.H.;Hu X.S.;Li M.;Yang C.L.;Wei M.L.
DOI 10.1145/3676536.3697114

ML-Based Thermal and Cache Contention Alleviation on Clustered Manycores With 3-D HBM

Open Access
Article
Year: 2024. Volume: 43 , Issue: 11 , Pages: 3614-3625 .
Authors: Bakr Sikal M.;Khdr H.;Siddhu L.;Henkel J.
DOI 10.1109/TCAD.2024.3438998
1

An FPGA-Based RISC-V Instruction Set Extension and Memory Controller for Multi-Level Cell NVM

Open Access
Conference Paper
Year: 2024.
Authors: Ibrahim M.;Shokry M.;Siddhu L.;Bauer L.;Nassar H.;Henkel J.
DOI 10.1109/ICM63406.2024.10815826

Dynamic Thermal Management of 3D Memory through Rotating Low Power States and Partial Channel Closure

Open Access
Article
ACM Transactions on Embedded Computing Systems. Year: 2023. Volume: 22 , Issue: 6 .
Authors: Siddhu L.;Bagchi A.;Kedia R.;Ahmad I.;Pandey S.;Panda P.R.
DOI 10.1145/3624581
1

NeuroCool: Dynamic Thermal Management of 3D DRAM for Deep Neural Networks through Customized Prefetching

Open Access
Article
ACM Transactions on Design Automation of Electronic Systems. Year: 2023. Volume: 29 , Issue: 1 .
Authors: Pandey S.;Siddhu L.;Panda P.R.
DOI 10.1145/3630012
5

Swift-CNN: Leveraging PCM Memory's Fast Write Mode to Accelerate CNNs

Open Access
Article
IEEE Embedded Systems Letters. Year: 2023. Volume: 15 , Issue: 4 , Pages: 234-237 .
Authors: Siddhu L.;Nassar H.;Bauer L.;Hakert C.;Holscher N.;Chen J.J.;Henkel J.
DOI 10.1109/LES.2023.3298742
4

Special Session-Non-Volatile Memories: Challenges and Opportunities for Embedded System Architectures with Focus on Machine Learning Applications

Open Access
Conference Paper
Year: 2023. Pages: 11-20 .
Authors: Henkel J.;Siddhu L.;Bauer L.;Teich J.;Wildermann S.;Tahoori M.;Mayahinia M.;Castrillon J.;Khan A.A.;Farzaneh H.;De Lima J.P.C.;Chen J.J.;Hakert C.;Chen K.H.;Yang C.L.;Cheng H.Y.
3

CoreMemDTM: Integrated Processor Core and 3D Memory Dynamic Thermal Management for Improved Performance

Open Access
Conference Paper
Year: 2022. Pages: 1377-1382 .
Authors: Siddhu L.;Kedia R.;Panda P.R.
DOI 10.23919/DATE54114.2022.9774743
7