Jie Ren

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Memory Management

High Performance Computing

Top Venues

Publications

Jie Ren, Dong Xu, Shuangyan Yang, Jiacheng Zhao, Zhicheng Li, Christian Navasca, Chenxi Wang, Guoqing Harry Xu, Dong Li
Enabling Large Dynamic Neural Network Training with Learning-based Memory Management. HPCA (2024)
Jie Liu, Xi Wang, Jianbo Wu, Shuangyan Yang, Jie Ren, Bhanu Shankar, Dong Li
Exploring and Evaluating Real-world CXL: Use Cases and System Adoption. CoRR (2024)
Jie Ren, Dong Xu, Junhee Ryu, Kwangsik Shin, Daewoo Kim, Dong Li
MTM: Rethinking Memory Profiling and Migration for Multi-Tiered Large Memory. EuroSys (2024)
Gabin Schieffer, Jacob Wahlgren, Jie Ren, Jennifer Faj, Ivy Peng
Harnessing Integrated CPU-GPU System Memory for HPC: a first look into Grace Hopper. CoRR (2024)
Gabin Schieffer, Jacob Wahlgren, Jie Ren, Jennifer Faj, Ivy Peng
Harnessing Integrated CPU-GPU System Memory for HPC: a first look into Grace Hopper. ICPP (2024)
Luanzheng Guo, Jay Lofstead, Jie Ren, Ignacio Laguna, Gokcen Kestor, Line Pouchard, Dossay Oryspayev, Hyeran Jeon
Understanding System Resilience for Converged Computing of Cloud, Edge, and HPC. ISC Workshops (2023)
Minjia Zhang, Jie Ren, Zhen Peng, Ruoming Jin, Dong Li, Bin Ren
iQAN: Fast and Accurate Vector Search with Efficient Intra-Query Parallelism on Multi-Core Architectures. IEEE Data Eng. Bull. 46 (3) (2023)
Jie Ren, Jiaolin Luo, Ivy Bo Peng, Kai Wu, Dong Li
Optimizing large-scale plasma simulations on persistent memory-based heterogeneous memory with effective data placement across memory hierarchy. ICS (2021)
Jiawen Liu, Jie Ren, Roberto Gioiosa, Dong Li, Jiajia Li
Sparta: high-performance, element-wise sparse tensor contraction on heterogeneous memory. PPoPP (2021)
Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, Olatunji Ruwase, Shuangyan Yang, Minjia Zhang, Dong Li, Yuxiong He
ZeRO-Offload: Democratizing Billion-Scale Model Training. USENIX Annual Technical Conference (2021)
Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, Olatunji Ruwase, Shuangyan Yang, Minjia Zhang, Dong Li, Yuxiong He
ZeRO-Offload: Democratizing Billion-Scale Model Training. CoRR (2021)
Jie Ren, Jiaolin Luo, Kai Wu, Minjia Zhang, Hyeran Jeon, Dong Li
Sentinel: Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning. HPCA (2021)
Kai Wu, Jie Ren, Ivy Bo Peng, Dong Li
ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory. FAST (2021)
Jie Ren, Kai Wu, Dong Li
Exploring Non-Volatility of Non-Volatile Memory for High Performance Computing Under Failures. CLUSTER (2020)
Ivy Bo Peng, Kai Wu, Jie Ren, Dong Li, Maya B. Gokhale
Demystifying the Performance of HPC Scientific Applications on NVM-based Memory Systems. IPDPS (2020)
Ivy Bo Peng, Kai Wu, Jie Ren, Dong Li, Maya B. Gokhale
Demystifying the Performance of HPC Scientific Applications on NVM-based Memory Systems. CoRR (2020)
Jie Ren, Minjia Zhang, Dong Li
HM-ANN: Efficient Billion-Point Nearest Neighbor Search on Heterogeneous Memory. NeurIPS (2020)
Kai Wu, Ivy Bo Peng, Jie Ren, Dong Li
Ribbon: High Performance Cache Line Flushing for Persistent Memory. PACT (2020)
Jie Ren, Chunhua Liao, Dong Li
Opera: Similarity Analysis on Data Access Patterns of OpenMP Tasks to Optimize Task Affinity. IPDPS Workshops (2019)
Jie Ren, Jiaolin Luo, Kai Wu, Minjia Zhang, Dong Li
Sentinel: Runtime Data Management on Heterogeneous Main MemorySystems for Deep Learning. CoRR (2019)
Jie Ren, Kai Wu, Dong Li
EasyCrash: Exploring Non-Volatility of Non-Volatile Memory for High Performance Computing Under Failures. CoRR (2019)
Kai Wu, Jie Ren, Dong Li
Architecture-Aware, High Performance Transaction for Persistent Memory. CoRR (2019)
Kai Wu, Jie Ren, Dong Li
Runtime data management on non-volatile memory-based heterogeneous memory for task-parallel programs. SC (2018)
Jie Ren, Kai Wu, Dong Li
Understanding Application Recomputability without Crash Consistency in Non-Volatile Memory. MCHPC@SC (2018)