List of Publications

Refereed Journals

  1. Shikha Goel, Rajesh Kedia, Rijurekha Sen, and M. Balakrishnan, "EXPRESS: A Framework for Execution Time Prediction of Concurrent CNNs on Xilinx DPU Accelerator", ACM Transactions on Embedded Computing Systems (TECS), Sep 2024. [Link to paper]

  2. M A Muneeb and Rajesh Kedia, "Characterizing CNN Throughput and Energy Under Multi-threaded and Multi-accelerator Execution", CODES+ISSS 2024/IEEE ESL. [Link to paper]

  3. Lokesh Siddhu, Rajesh Kedia, Shailja Pandey, Martin Rapp, Anuj Pathania, Joerg Henkel, and Preeti Ranjan Panda, "CoMeT: An Integrated Interval Thermal Simulation Toolchain for 2D, 2.5D, and 3D Processor-Memory Systems", ACM Transactions on Architecture and Code Optimization (TACO), April 2022. [Link to paper]

  4. Divya Praneetha Ravipati, Rajesh Kedia, Victor M. van Santen, Joerg Henkel, Preeti Ranjan Panda, and Hussam Amrouch. "FN-CACTI: Advanced CACTI for FinFET and NC-FinFET Technologies". In IEEE Transactions on Very Large Scale Integration Systems (TVLSI), 2022. [Link to paper]

  5. Lokesh Siddhu, Rajesh Kedia, and Preeti Ranjan Panda. "Leakage Aware Dynamic Thermal Management of 3D Memories". In ACM Transactions on Design Automation of Electronic Systems (TODAES), October 2020. [Link to paper]

  6. Rajesh Kedia, Shikha Goel, M. Balakrishnan, Kolin Paul, and Rijurekha Sen. "Design Space Exploration of FPGA Based System with Multiple DNN Accelerators". In IEEE Embedded Systems Letters (ESL), August 2020. [Link to paper] [Download preprint][A 4-min. short video]

Refereed Conferences

  1. Shalu Prathmesh Rajiv and Rajesh Kedia, "Software Based Approximate Multiplication on Multiplierless CPUs Using Custom Instruction", DATE 2026. Accepted.

  2. Shikha Goel, Rajesh Kedia, Rijurekha Sen, and M. Balakrishnan, "EXPRESS: CNN EXecution Time PREdiction for DPU DeSign Space Exploration", International Conference on Field-Programmable Technology (ICFPT), 2022 (poster). [Link to paper]

  3. Lokesh Siddhu, Rajesh Kedia, and Preeti Ranjan Panda. "CoreMemDTM: Integrated Processor Core and 3D Memory Dynamic Thermal Management for Improved Performance". In Design Automation and Test in Europe (DATE) 2022. [Link to paper]. [Best Paper Nomination]

  4. Shikha Goel, Rajesh Kedia, M. Balakrishnan, and Rijurekha Sen. "INFER: INterFerence-aware Estimation of Runtime for Concurrent CNN Execution on DPUs". In International Conference on Field Programmable Technology (FPT), 2020. [Link to paper] [Download preprint]

  5. Rajesh Kedia, M. Balakrishnan, and Kolin Paul. "Work-in-Progress: A case for design space exploration of context-aware adaptive embedded systems". In CODES+ISSS, Oct. 2019. [Link to paper]

  6. Rajesh Kedia, M. Balakrishnan, and Kolin Paul. "GRanDE: Graphical representation and design space exploration of embedded systems". In Euromicro conference on Digital Systems Design (DSD), Aug. 2019. [Link to paper]

  7. Rajesh Kedia, Anupam Sobti, Mukund Rungta, Sarvesh Chandoliya, Akhil Soni, Anil Kumar Meena, Chrystle Myrna Lobo, Richa Verma, M. Balakrishnan and Chetan Arora. "MAVI: Mobility Assistant for Visually Impaired with Optional Use of Local and Cloud Resources". In 32nd International Conference on VLSI Design (VLSID), Jan. 2019. [Link to paper]

  8. Rajesh Kedia, Yoosuf K K, Pappireddy Dedeepya, Munib Fazal, Chetan Arora, and M. Balakrishnan. "MAVI: An embedded device to assist mobility of visually impaired". In 30th International Conference on VLSI Design (VLSID), Jan. 2017. [Link to paper]