Прати
Bilge Acun
Bilge Acun
Research Scientist @ Meta / FAIR
Верификована је имејл адреса на illinois.edu
Наслов
Навело
Навело
Година
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 4, 795-813, 2022
5792022
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
2422014
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 36, 5320-5347, 2023
1372023
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
1302021
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
128*2023
Tt-rec: Tensor train compression for deep learning recommendation models
C Yin, B Acun, CJ Wu, X Liu
Proceedings of Machine Learning and Systems 3, 448-462, 2021
1022021
Variation among processors under turbo boost in hpc systems
B Acun, P Miller, LV Kale
Proceedings of the 2016 International Conference on Supercomputing, 1-12, 2016
812016
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
712022
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
68*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
662018
LayerSkip: Enabling early exit inference and self-speculative decoding
M Elhoushi, A Shrivastava, D Liskovich, B Hosmer, B Wasti, L Lai, ...
arXiv preprint arXiv:2404.16710, 2024
592024
Preliminary evaluation of a parallel trace replay tool for hpc network simulations
B Acun, N Jain, A Bhatele, M Mubarak, CD Carothers, LV Kale
Euro-Par 2015: Parallel Processing Workshops: Euro-Par 2015 International …, 2015
422015
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
372019
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
342016
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
322013
Mitigating Processor Variation through Dynamic Load Balancing
B Acun, LV Kale
IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
212016
Beyond efficiency: Scaling ai sustainably
CJ Wu, B Acun, R Raghavendra, K Hazelwood
IEEE Micro, 2024
172024
Mp-rec: Hardware-software co-design to enable multi-path recommendation
S Hsia, U Gupta, B Acun, N Ardalani, P Zhong, GY Wei, D Brooks, CJ Wu
Proceedings of the 28th ACM International Conference on Architectural …, 2023
162023
SecNDP: Secure near-data processing with untrusted memory
W Xiong, L Ke, D Jankov, M Kounavis, X Wang, E Northup, JA Yang, ...
2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022
152022
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, ...
arXiv preprint arXiv:2311.13712, 2023
142023
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