VeriGOOD-ML: An Open-Source Flow for Automated ML Hardware Synthesis H Esmaeilzadeh, S Ghodrati, J Gu, S Guo, A B. Kahng, J Kyung Kim, ... 2021 International Conference On Computer-Aided Design, 2021 | 20 | 2021 |
Design of cryptographically secure AES S-Box using cellular automata BR Gangadari, SR Ahamed, R Mahapatra, RK Sinha 2015 International Conference on Electrical, Electronics, Signals …, 2015 | 10 | 2015 |
Physically accurate learning-based performance prediction of hardware-accelerated ml algorithms H Esmaeilzadeh, S Ghodrati, AB Kahng, JK Kim, S Kinzer, S Kundu, ... Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 119-126, 2022 | 4 | 2022 |
Only Buffer When You Need To: Reducing On-chip GPU Traffic with Reconfigurable Local Atomic Buffers P Dalmia, R Mahapatra, MD Sinclair The 28th IEEE International Symposium on High-Performance Computer …, 2022 | 4 | 2022 |
Yin-Yang: Programming abstractions for cross-domain multi-acceleration JK Kim, BH Ahn, S Kinzer, S Ghodrati, R Mahapatra, B Yatham, ST Wang, ... IEEE micro 42 (5), 89-98, 2022 | 3 | 2022 |
Exploring Efficient ML-based Scheduler for Microservices in Heterogenous Clusters R Mahapatra, BH Ahn, ST Wang, H Xu, H Esmaeilzadeh Machine Learning for Computer Architecture and Systems 2022, 2022 | 3 | 2022 |
Tandem processor: Grappling with emerging operators in neural networks S Ghodrati, S Kinzer, H Xu, R Mahapatra, Y Kim, BH Ahn, DK Wang, ... Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 2 | 2024 |
In-Storage Domain-Specific Acceleration for Serverless Computing R Mahapatra, S Ghodrati, BH Ahn, S Kinzer, ST Wang, H Xu, ... Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 2* | 2024 |
Improving the Scalability of GPU Synchronization Primitives P Dalmia, R Mahapatra, J Intan, D Negrut, MD Sinclair IEEE Transactions on Parallel and Distributed Systems 34 (1), 275-290, 2022 | 2 | 2022 |
Data motion acceleration: Chaining cross-domain multi accelerators ST Wang, H Xu, A Mamandipoor, R Mahapatra, BH Ahn, S Ghodrati, ... 2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024 | 1 | 2024 |
An Open-Source ML-Based Full-Stack Optimization Framework for Machine Learning Accelerators H Esmaeilzadeh, S Ghodrati, AB Kahng, JK Kim, S Kinzer, S Kundu, ... arXiv preprint arXiv:2308.12120, 2023 | 1 | 2023 |
Restoring the Broken Covenant Between Compilers and Deep Learning Accelerators S Kinzer, S Ghodrati, R Mahapatra, BH Ahn, E Mascarenhas, X Li, J Matai, ... arXiv preprint arXiv:2310.17912, 2023 | | 2023 |
MESA: Microarchitecture Extensions for Spatial Architecture Generation DK Wang, J Lou, N Jin, E Mascarenhas, R Mahapatra, S Kinzer, ... Proceedings of the 50th Annual International Symposium on Computer …, 2023 | | 2023 |
Designing Efficient Barriers and Semaphores for Graphics Processing Units R Mahapatra | | 2020 |