Bit-plane compression: Transforming data for better compression in many-core architectures J Kim, M Sullivan, E Choukse, M Erez ACM SIGARCH Computer Architecture News 44 (3), 329-340, 2016 | 105 | 2016 |
Prunetrain: fast neural network training by dynamic sparse model reconfiguration S Lym, E Choukse, S Zangeneh, W Wen, S Sanghavi, M Erez Proceedings of the International Conference for High Performance Computing …, 2019 | 84 | 2019 |
Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs E Choukse, M Sullivan, M O'Connor, M Erez, J Pool, D Nellans, S Keckler 47th International Symposium on Computer Architecture (ISCA 2020), 2020 | 44 | 2020 |
Compresso: Pragmatic main memory compression E Choukse, M Erez, AR Alameldeen (MICRO) 51st Annual IEEE/ACM International Symposium on Microarchitecture …, 2018 | 30 | 2018 |
Prunetrain: Gradual structured pruning from scratch for faster neural network training S Lym, E Choukse, S Zangeneh, W Wen, M Erez, S Shanghavi arXiv preprint arXiv:1901.09290, 2019 | 17 | 2019 |
Splitwise: Efficient generative llm inference using phase splitting P Patel, E Choukse, C Zhang, Í Goiri, A Shah, S Maleki, R Bianchini arXiv preprint arXiv:2311.18677, 2023 | 11 | 2023 |
CompressPoints: An Evaluation Methodology for Compressed Memory Systems E Choukse, M Erez, AR Alameldeen IEEE Computer Architecture Letters, 2018 | 10 | 2018 |
Towards improved power management in cloud gpus P Patel, Z Gong, S Rizvi, E Choukse, P Misra, T Anderson, A Sriraman IEEE Computer Architecture Letters, 2023 | 9 | 2023 |
Bit-plane compression: Transforming data for better compression in many-core architectures. In 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA … J Kim, M Sullivan, E Choukse, M Erez IEEE, 2016 | 8 | 2016 |
Virtual boundary codes in a data image of a read-write memory device DP Ali, TN Ellala, E Choukse, A Shrivastava, WE Kimberly, R Patrick US Patent App. 14/060,736, 2014 | 4 | 2014 |
POLCA: Power Oversubscription in LLM Cloud Providers P Patel, E Choukse, C Zhang, Í Goiri, B Warrier, N Mahalingam, ... arXiv preprint arXiv:2308.12908, 2023 | 3 | 2023 |
Myths and misconceptions around reducing carbon embedded in cloud platforms J Lyu, J Wang, K Frost, C Zhang, C Irvene, E Choukse, R Fonseca, ... Proceedings of the 2nd Workshop on Sustainable Computer Systems, 1-7, 2023 | 3 | 2023 |
Translation-optimized Memory Compression for Capacity G Panwar, M Laghari, D Bears, Y Liu, C Jearls, E Choukse, KW Cameron, ... 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO), 992 …, 2022 | 3 | 2022 |
Overclocking in immersion-cooled datacenters PA Misra, I Manousakis, E Choukse, M Jalili, Í Goiri, A Raniwala, ... IEEE Micro 42 (4), 10-17, 2022 | 3 | 2022 |
Junctiond: Extending FaaS Runtimes with Kernel-Bypass E Saurez, J Fried, GI Chaudhry, E Choukse, Í Goiri, S Elnikety, A Belay, ... arXiv preprint arXiv:2403.03377, 2024 | 1 | 2024 |
Making Kernel Bypass Practical for the Cloud with Junction J Fried, GI Chaudhry, E Saurez, E Choukse, Í Goiri, S Elnikety, R Fonseca, ... 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2024 | 1 | 2024 |
Characterizing Power Management Opportunities for LLMs in the Cloud P Patel, E Choukse, C Zhang, Í Goiri, B Warrier, N Mahalingam, ... Proceedings of the 29th ACM International Conference on Architectural …, 2024 | | 2024 |
Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference J Stojkovic, E Choukse, C Zhang, I Goiri, J Torrellas arXiv preprint arXiv:2403.20306, 2024 | | 2024 |
Systems and methods for autoscaling in datacenters PA Misra, E Choukse, I Manousakis, IG PRESA, RG Bianchini US Patent App. 17/752,689, 2023 | | 2023 |
Translation-Optimized Memory Compression for Capacity CJVT Gagandeep Panwar, Muhammad Laghari, David Bears, Yuqing Liu, ... 55th IEEE/ACM International Symposium on Microarchitecture, 2022 | | 2022 |