| A survey on energy management for mobile and IoT devices S Pasricha, R Ayoub, M Kishinevsky, SK Mandal, UY Ogras IEEE Design & Test 37 (5), 7-24, 2020 | 88 | 2020 |
| Dynamic resource management of heterogeneous mobile platforms via imitation learning SK Mandal, G Bhat, CA Patil, JR Doppa, PP Pande, UY Ogras IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (12 …, 2019 | 81 | 2019 |
| SIAM: Chiplet-based scalable in-memory acceleration with mesh for deep neural networks G Krishnan, SK Mandal, M Pannala, C Chakrabarti, JS Seo, UY Ogras, ... ACM Transactions on Embedded Computing Systems (TECS) 20 (5s), 1-24, 2021 | 80 | 2021 |
| A deep Q-learning approach for dynamic management of heterogeneous processors U Gupta, SK Mandal, M Mao, C Chakrabarti, UY Ogras IEEE Computer Architecture Letters 18 (1), 14-17, 2019 | 75 | 2019 |
| An energy-aware online learning framework for resource management in heterogeneous platforms SK Mandal, G Bhat, JR Doppa, PP Pande, UY Ogras ACM Transactions on Design Automation of Electronic Systems (TODAES) 25 (3 …, 2020 | 64 | 2020 |
| Runtime task scheduling using imitation learning for heterogeneous many-core systems A Krishnakumar, SE Arda, AA Goksoy, SK Mandal, UY Ogras, AL Sartor, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 62 | 2020 |
| FLASH: Fast Neural Architecture Search with Hardware Optimization G Li, SK Mandal, UY Ogras, R Marculescu ACM Transactions on Embedded Computing Systems (TECS) 20 (5s), 1-26, 2021 | 48 | 2021 |
| A latency-optimized reconfigurable NoC for in-memory acceleration of DNNs SK Mandal, G Krishnan, C Chakrabarti, JS Seo, Y Cao, UY Ogras IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (3 …, 2020 | 46 | 2020 |
| Interconnect-aware area and energy optimization for in-memory acceleration of DNNs G Krishnan, SK Mandal, C Chakrabarti, J Seo, UY Ogras, Y Cao IEEE Design & Test 37 (6), 79-87, 2020 | 44 | 2020 |
| Analytical performance models for NoCs with multiple priority traffic classes SK Mandal, R Ayoub, M Kishinevsky, UY Ogras ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-21, 2019 | 40 | 2019 |
| SWAP: A server-scale communication-aware chiplet-based manycore PIM accelerator H Sharma, SK Mandal, JR Doppa, UY Ogras, PP Pande IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 35 | 2022 |
| Impact of on-chip interconnect on in-memory acceleration of deep neural networks G Krishnan, SK Mandal, C Chakrabarti, JS Seo, UY Ogras, Y Cao ACM Journal on Emerging Technologies in Computing Systems (JETC) 18 (2), 1-22, 2021 | 32 | 2021 |
| Big-little chiplets for in-memory acceleration of dnns: A scalable heterogeneous architecture G Krishnan, AA Goksoy, SK Mandal, Z Wang, C Chakrabarti, J Seo, ... Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 25 | 2022 |
| Energy-efficient networks-on-chip architectures: Design and run-time optimization SK Mandal, A Krishnakumar, UY Ogras Network-on-Chip Security and Privacy, 55-75, 2021 | 25 | 2021 |
| COIN: Communication-aware in-memory acceleration for graph convolutional networks SK Mandal, G Krishnan, AA Goksoy, GR Nair, Y Cao, UY Ogras IEEE Journal on Emerging and Selected Topics in Circuits and Systems 12 (2 …, 2022 | 22 | 2022 |
| Performance analysis of priority-aware NoCs with deflection routing under traffic congestion SK Mandal, A Krishnakumar, R Ayoub, M Kishinevsky, UY Ogras Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 21 | 2020 |
| Analytical performance modeling of NoCs under priority arbitration and bursty traffic SK Mandal, R Ayoub, M Kishinevsky, MM Islam, UY Ogras IEEE Embedded Systems Letters 13 (3), 98-101, 2020 | 21 | 2020 |
| Ai computing in light of 2.5 d interconnect roadmap: Big-little chiplets for in-memory acceleration Z Wang, GR Nair, G Krishnan, SK Mandal, N Cherian, JS Seo, ... 2022 International Electron Devices Meeting (IEDM), 23.6. 1-23.6. 4, 2022 | 16 | 2022 |
| HALO: Communication-aware Heterogeneous 2.5 D System for Energy-efficient LLM Execution at Edge A Jaiswal, KCS Shahana, S Ravichandran, K Adarsh, HB Bhat, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2024 | 14 | 2024 |
| Exploiting 2.5 d/3d heterogeneous integration for ai computing Z Wang, J Sun, A Goksoy, SK Mandal, Y Liu, JS Seo, C Chakrabarti, ... 2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 758-764, 2024 | 12 | 2024 |
Umit Yusuf OgrasGene Amdahl Professor, University of Wisconsin-MadisonVerified email at wisc.edu
