Jie Ren

According to our database, Jie Ren authored at least 16 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Understanding System Resilience for Converged Computing of Cloud, Edge, and HPC.

Luanzheng Guo, Jay F. Lofstead, Jie Ren, Ignacio Laguna, Gokcen Kestor, Line Pouchard, Dossay Oryspayev, Hyeran Jeon

Proceedings of the High Performance Computing, 2023

2021

ZeRO-Offload: Democratizing Billion-Scale Model Training.

Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, Olatunji Ruwase, Shuangyan Yang, Minjia Zhang, Dong Li, Yuxiong He

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

Sparta: high-performance, element-wise sparse tensor contraction on heterogeneous memory.

Jiawen Liu, Jie Ren, Roberto Gioiosa, Dong Li, Jiajia Li

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

Optimizing large-scale plasma simulations on persistent memory-based heterogeneous memory with effective data placement across memory hierarchy.

Jie Ren, Jiaolin Luo, Ivy Bo Peng, Kai Wu, Dong Li

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

Sentinel: Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning.

Jie Ren, Jiaolin Luo, Kai Wu, Minjia Zhang, Hyeran Jeon, Dong Li

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory.

Kai Wu, Jie Ren, Ivy Bo Peng, Dong Li

Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021

2020

HM-ANN: Efficient Billion-Point Nearest Neighbor Search on Heterogeneous Memory.

Jie Ren, Minjia Zhang, Dong Li

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Demystifying the Performance of HPC Scientific Applications on NVM-based Memory Systems.

Ivy Bo Peng, Kai Wu, Jie Ren, Dong Li, Maya B. Gokhale

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

Exploring Non-Volatility of Non-Volatile Memory for High Performance Computing Under Failures.

Jie Ren, Kai Wu, Dong Li

Proceedings of the IEEE International Conference on Cluster Computing, 2020

Ribbon: High Performance Cache Line Flushing for Persistent Memory.

Kai Wu, Ivy Bo Peng, Jie Ren, Dong Li

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

Sentinel: Runtime Data Management on Heterogeneous Main MemorySystems for Deep Learning.

Jie Ren, Jiaolin Luo, Kai Wu, Minjia Zhang, Dong Li

CoRR, 2019

EasyCrash: Exploring Non-Volatility of Non-Volatile Memory for High Performance Computing Under Failures.

Jie Ren, Kai Wu, Dong Li

CoRR, 2019

Architecture-Aware, High Performance Transaction for Persistent Memory.

Kai Wu, Jie Ren, Dong Li

CoRR, 2019

Opera: Similarity Analysis on Data Access Patterns of OpenMP Tasks to Optimize Task Affinity.

Jie Ren, Chunhua Liao, Dong Li

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

2018

Runtime data management on non-volatile memory-based heterogeneous memory for task-parallel programs.

Kai Wu, Jie Ren, Dong Li

Proceedings of the International Conference for High Performance Computing, 2018

Understanding Application Recomputability without Crash Consistency in Non-Volatile Memory.

Jie Ren, Kai Wu, Dong Li

Proceedings of the Workshop on Memory Centric High Performance Computing, 2018