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Jie Ren
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{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
2172021
Runtime data management on non-volatile memory-based heterogeneous memory for task-parallel programs
K Wu, J Ren, D Li
SC18: International Conference for High Performance Computing, Networking …, 2018
582018
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
482020
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
422021
Demystifying the performance of hpc scientific applications on nvm-based memory systems
I Peng, K Wu, J Ren, D Li, M Gokhale
2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2020
262020
{ArchTM}:{Architecture-Aware}, high performance transaction for persistent memory
K Wu, J Ren, I Peng, D Li
19th USENIX Conference on File and Storage Technologies (FAST 21), 141-153, 2021
242021
Sparta: High-performance, element-wise sparse tensor contraction on heterogeneous memory
J Liu, J Ren, R Gioiosa, D Li, J Li
Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of …, 2021
202021
Exploring non-volatility of non-volatile memory for high performance computing under failures
J Ren, K Wu, D Li
2020 IEEE International Conference on Cluster Computing (CLUSTER), 237-247, 2020
16*2020
Optimizing large-scale plasma simulations on persistent memory-based heterogeneous memory with effective data placement across memory hierarchy
J Ren, J Luo, I Peng, K Wu, D Li
Proceedings of the ACM International Conference on Supercomputing, 203-214, 2021
122021
Understanding application recomputability without crash consistency in non-volatile memory
J Ren, K Wu, D Li
Proceedings of the Workshop on Memory Centric High Performance Computing, 27-36, 2018
52018
Ribbon: High performance cache line flushing for persistent memory
K Wu, I Peng, J Ren, D Li
Proceedings of the ACM International Conference on Parallel Architectures …, 2020
42020
Architecture-aware, high performance transaction for persistent memory
K Wu, J Ren, D Li
arXiv preprint arXiv:1903.06226, 2019
32019
AutoConstruct: Automated Neural Surrogate Model Building and Deployment for HPC Applications
W Dong, J Ren
Proceedings of the 13th Workshop on AI and Scientific Computing at Scale …, 2023
2023
Understanding System Resilience for Converged Computing of Cloud, Edge, and HPC
L Guo, J Lofstead, J Ren, I Laguna, G Kestor, L Pouchard, D Oryspayev, ...
International Conference on High Performance Computing, 221-233, 2023
2023
Rethinking Memory Profiling and Migration for Multi-Tiered Large Memory Systems
J Ren, D Xu, I Peng, J Ryu, K Shin, D Kim, D Li
arXiv preprint arXiv:2302.09468, 2023
2023
HM-Keeper: Scalable Page Management for Multi-Tiered Large Memory Systems
J Ren, D Xu, I Peng, J Ryu, K Shin, D Kim, D Li
arXiv e-prints, arXiv: 2302.09468, 2023
2023
Memory Management for Big Memory Systems
J Ren
University of California, Merced, 2022
2022
Demystifying and Optimizing the Performance of HPC Applications on NVM-based Memory Systems
IB Peng, K Wu, J Ren, D Li, MB Gokhale
Lawrence Livermore National Lab.(LLNL), Livermore, CA (United States), 2020
2020
Opera: Similarity Analysis on Data Access Patterns of OpenMP Tasks to Optimize Task Affinity
J Ren, C Liao, D Li
2019 IEEE International Parallel and Distributed Processing Symposium …, 2019
2019
Exploiting Modern Hardware Architectures for High-Dimensional Vector Search at Speed and Scale
M Zhang, J Ren, Z Peng, R Jin, D Li, B Ren
Data Engineering, 22, 0
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