Performance improvement of reinforcement learning algorithms for online 3D bin packing using FPGA. - Kavya Borra; Ashwin Krishnan; Harshad Khadilkar; Manoj Nambiar 001; Ansuma Basumatary; Rekha Singhal; Arijit Mukherjee (AIMLSystems, 2022)

Hetero-Rec: Optimal Deployment of Embeddings for High-Speed Recommendations. - Chinmay Mahajan; Ashwin Krishnan; Manoj Nambiar 001; Rekha Singhal (AIMLSystems, 2022)

CMOS Ring-Oscillator-Based Electrochemical Capacitance Imager with Frequency-Division-Multiplexed Readout. - Ashwin Krishnan; Peter M. Levine (ISCAS, 2022)

Performance Model and Profile Guided Design of a High-Performance Session Based Recommendation Engine. - Ashwin Krishnan; Manoj Nambiar 001; Nupur Sumeet; Sana Iqbal (ICPE, 2022)

GPU Implementation: Accelerating 3D-Bin Packing Problem. - Nistala Krishna; Ashwin Krishnan; Manoj Nambiar 001 (AIMLSystems, 2023)

Hetero-Rec++: Modelling-based Robust and Optimal Deployment of Embeddings Recommendations. - Ashwin Krishnan; Manoj Nambiar 001; Rekha Singhal (AIMLSystems, 2023)

CAR-LLM: Cloud Accelerator Recommender for Large Language Models. - Ashwin Krishnan; Venkatesh Pasumarti; Samarth Inamdar; Arghyajoy Mondal; Manoj Nambiar 001; Rekha Singhal (HiPC, 2024)

EMU-LLM: Emulators for Performance Evaluation of LLM-based Applications. - Deeksha Deeksha; Ashwin Krishnan; Manoj Nambiar 001 (ICPE (Companion), 2025)