| Memcached design on high performance rdma capable interconnects J Jose, H Subramoni, M Luo, M Zhang, J Huang, M Wasi-ur-Rahman, ... 2011 International Conference on Parallel Processing, 743-752, 2011 | 246 | 2011 |
| Learning intrinsic sparse structures within long short-term memory W Wen, Y He, S Rajbhandari, M Zhang, W Wang, F Liu, B Hu, Y Chen, ... arXiv preprint arXiv:1709.05027, 2017 | 141 | 2017 |
| Deepcpu: Serving rnn-based deep learning models 10x faster M Zhang, S Rajbhandari, W Wang, Y He 2018 {USENIX} Annual Technical Conference ({USENIX}{ATC} 18), 951-965, 2018 | 99 | 2018 |
| ZeRO-Offload: Democratizing Billion-Scale Model Training. J Ren, S Rajbhandari, RY Aminabadi, O Ruwase, S Yang, M Zhang, D Li, ... USENIX Annual Technical Conference, 551-564, 2021 | 96 | 2021 |
| Valor: Efficient, software-only region conflict exceptions S Biswas, M Zhang, MD Bond, B Lucia ACM SIGPLAN Notices 50 (10), 241-259, 2015 | 71 | 2015 |
| Bloom: A 176b-parameter open-access multilingual language model TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... arXiv preprint arXiv:2211.05100, 2022 | 63 | 2022 |
| Octet: Capturing and controlling cross-thread dependences efficiently MD Bond, M Kulkarni, M Cao, M Zhang, M Fathi Salmi, S Biswas, ... ACM SIGPLAN Notices 48 (10), 693-712, 2013 | 56 | 2013 |
| Deepspeed-moe: Advancing mixture-of-experts inference and training to power next-generation ai scale S Rajbhandari, C Li, Z Yao, M Zhang, RY Aminabadi, AA Awan, J Rasley, ... International Conference on Machine Learning, 18332-18346, 2022 | 45 | 2022 |
| Hybrid static–dynamic analysis for statically bounded region serializability A Sengupta, S Biswas, M Zhang, MD Bond, M Kulkarni ACM SIGPLAN Notices 50 (4), 561-575, 2015 | 45 | 2015 |
| Accelerating training of transformer-based language models with progressive layer dropping M Zhang, Y He Advances in Neural Information Processing Systems 33, 14011-14023, 2020 | 40 | 2020 |
| Navigating with graph representations for fast and scalable decoding of neural language models M Zhang, W Wang, X Liu, J Gao, Y He Advances in neural information processing systems 31, 2018 | 34 | 2018 |
| VirtCFT: A transparent VM-level fault-tolerant system for virtual clusters M Zhang, H Jin, X Shi, S Wu 2010 IEEE 16th International Conference on Parallel and Distributed Systems …, 2010 | 34 | 2010 |
| Low-overhead software transactional memory with progress guarantees and strong semantics M Zhang, J Huang, M Cao, MD Bond Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of …, 2015 | 32* | 2015 |
| Lightweight data race detection for production runs S Biswas, M Cao, M Zhang, MD Bond, BP Wood Proceedings of the 26th International Conference on Compiler Construction, 11-21, 2017 | 31 | 2017 |
| Hm-ann: Efficient billion-point nearest neighbor search on heterogeneous memory J Ren, M Zhang, D Li Advances in Neural Information Processing Systems 33, 10672-10684, 2020 | 27 | 2020 |
| Improving approximate nearest neighbor search through learned adaptive early termination C Li, M Zhang, DG Andersen, Y He Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 25 | 2020 |
| Sentinel: Efficient tensor migration and allocation on heterogeneous memory systems for deep learning J Ren, J Luo, K Wu, M Zhang, H Jeon, D Li 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 22 | 2021 |
| Grip: Multi-store capacity-optimized high-performance nearest neighbor search for vector search engine M Zhang, Y He Proceedings of the 28th ACM International Conference on Information and …, 2019 | 17 | 2019 |
| LSTM-sharp: An adaptable, energy-efficient hardware accelerator for long short-term memory R Yazdani, O Ruwase, M Zhang, Y He, JM Arnau, A González arXiv preprint arXiv:1911.01258, 2019 | 17 | 2019 |
| Drinking from both glasses: Combining pessimistic and optimistic tracking of cross-thread dependences M Cao, M Zhang, A Sengupta, MD Bond ACM SIGPLAN Notices 51 (8), 1-13, 2016 | 15 | 2016 |
He YuxiongMicrosoft ResearchVerified email at microsoft.com
