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Minjia Zhang
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Bloom: A 176b-parameter open-access multilingual language model
T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
12082023
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
2632011
{Zero-offload}: Democratizing {billion-scale} model training
J Ren, S Rajbhandari, RY Aminabadi, O Ruwase, S Yang, M Zhang, D Li, ...
2021 USENIX Annual Technical Conference (USENIX ATC 21), 551-564, 2021
2412021
Zeroquant: Efficient and affordable post-training quantization for large-scale transformers
Z Yao, R Yazdani Aminabadi, M Zhang, X Wu, C Li, Y He
Advances in Neural Information Processing Systems 35, 27168-27183, 2022
1912022
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
1512017
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
1462022
Deepspeed-inference: enabling efficient inference of transformer models at unprecedented scale
RY Aminabadi, S Rajbhandari, AA Awan, C Li, D Li, E Zheng, O Ruwase, ...
SC22: International Conference for High Performance Computing, Networking …, 2022
1412022
{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
1152018
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
812020
Valor: Efficient, software-only region conflict exceptions
S Biswas, M Zhang, MD Bond, B Lucia
ACM SIGPLAN Notices 50 (10), 241-259, 2015
722015
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
562013
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
532020
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
452018
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
452015
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
442021
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
442020
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
372010
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
33*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
312017
Bamboo: Making preemptible instances resilient for affordable training of large {DNNs}
J Thorpe, P Zhao, J Eyolfson, Y Qiao, Z Jia, M Zhang, R Netravali, GH Xu
20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023
302023
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