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. 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]

  2. 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]

  3. 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]

  4. 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]

  5. 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]

  6. 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]

  7. 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]