| Sustainable ai: Environmental implications, challenges and opportunities CJ Wu, R Raghavendra, U Gupta, B Acun, N Ardalani, K Maeng, G Chang, ... Proceedings of Machine Learning and Systems (MLSys) 4, 795-813, 2022 | 973 | 2022 |
| Parallel programming with migratable objects: Charm++ in practice B Acun, A Gupta, N Jain, A Langer, H Menon, E Mikida, X Ni, M Robson, ... SC'14: Proceedings of the International Conference for High Performance …, 2014 | 260 | 2014 |
| Carbon Explorer: A Holistic Approach for Designing Carbon Aware Datacenters B Acun, B Lee, F Kazhamiaka, K Maeng, M Chakkaravarthy, U Gupta, ... ASPLOS 2023: Proceedings of the 28th ACM International Conference on …, 2023 | 221* | 2023 |
| Dataperf: Benchmarks for data-centric ai development M Mazumder, C Banbury, X Yao, B Karlaš, W Gaviria Rojas, S Diamos, ... Advances in Neural Information Processing Systems (NeurIPS) 36, 5320-5347, 2023 | 194 | 2023 |
| LayerSkip: Enabling early exit inference and self-speculative decoding M Elhoushi, A Shrivastava, D Liskovich, B Hosmer, B Wasti, L Lai, ... Association for Computational Linguistics (ACL), 2024 | 189 | 2024 |
| Understanding training efficiency of deep learning recommendation models at scale B Acun, M Murphy, X Wang, J Nie, CJ Wu, K Hazelwood 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 164 | 2021 |
| Tt-rec: Tensor train compression for deep learning recommendation models C Yin, B Acun, CJ Wu, X Liu Proceedings of Machine Learning and Systems (MLSys) 3, 448-462, 2021 | 144 | 2021 |
| RecShard: statistical feature-based memory optimization for industry-scale neural recommendation G Sethi, B Acun, N Agarwal, C Kozyrakis, C Trippel, CJ Wu Proceedings of the 27th ACM International Conference on Architectural …, 2022 | 104 | 2022 |
| Variation among processors under turbo boost in hpc systems B Acun, P Miller, LV Kale Proceedings of the 2016 International Conference on Supercomputing (ICS), 1-12, 2016 | 84 | 2016 |
| Towards realizing the potential of malleable jobs A Gupta, B Acun, O Sarood, LV Kalé 2014 21st International Conference on High Performance Computing (HiPC), 1-10, 2014 | 78* | 2014 |
| Scalable molecular dynamics with NAMD on the summit system B Acun, DJ Hardy, LV Kale, K Li, JC Phillips, JE Stone IBM journal of research and development 62 (6), 4: 1-4: 9, 2018 | 72 | 2018 |
| Beyond efficiency: Scaling AI sustainably CJ Wu, B Acun, R Raghavendra, K Hazelwood IEEE Micro 44 (5), 37-46, 2024 | 52 | 2024 |
| Fine-Grained Energy Efficiency Using Per-Core DVFS with an Adaptive Runtime System B Acun, K Chandrasekar, LV Kale International Green and Sustainable Computing Conference, 2019 | 47 | 2019 |
| Preliminary evaluation of a parallel trace replay tool for hpc network simulations B Acun, N Jain, A Bhatele, M Mubarak, CD Carothers, LV Kale European Conference on Parallel Processing, 417-429, 2015 | 41 | 2015 |
| Power, Reliability, and Performance: One System to Rule Them All B Acun, A Langer, E Meneses, H Menon, O Sarood, E Totoni, LV Kalé Computer 49 (10), 30-37, 2016 | 36 | 2016 |
| Thermal aware automated load balancing for hpc applications H Menon, B Acun, SG De Gonzalo, O Sarood, L Kalé 2013 IEEE International Conference on Cluster Computing (CLUSTER), 1-8, 2013 | 33 | 2013 |
| Carbon Dependencies in Datacenter Design and Management B Acun, B Lee, F Kazhamiaka, A Sundarrajan, K Maeng, ... HotCarbon 2022: 1st Workshop on Sustainable Computer Systems Design and …, 2022 | 24 | 2022 |
| Data acquisition: A new frontier in data-centric AI L Chen, B Acun, N Ardalani, Y Sun, F Kang, H Lyu, Y Kwon, R Jia, CJ Wu, ... Journal of Data-centric Machine Learning Research (DMLR), 2025 | 23 | 2025 |
| Generative ai beyond llms: System implications of multi-modal generation A Golden, S Hsia, F Sun, B Acun, B Hosmer, Y Lee, Z DeVito, J Johnson, ... 2024 IEEE International Symposium on Performance Analysis of Systems and …, 2024 | 23 | 2024 |
| Datacenter-scale analysis and optimization of gpu machine learning workloads L Wesolowski, B Acun, V Andrei, A Aziz, G Dankel, C Gregg, X Meng, ... IEEE Micro 41 (5), 101-112, 2021 | 22 | 2021 |
Carole-Jean WuMeta AI / FAIRVerified email at meta.com
