Understanding Application Recomputability without Crash Consistency in Non-Volatile Memory
Published in Workshop on Memory Centric Programming for HPC (MCHPC'18), 2018
Download here
Posts by Collection
portfolio
publications
Opera: Data Access Pattern Similarity Analysis To Optimize OpenMP Task Affinity
Published in 24th International Workshop On High-level Parallel Programming Models And Supportive Environments (HIPS'18),, 2018
Download here
Runtime Data Management on Non-Volatile Memory-based Heterogeneous Memory for Task-Parallel Programs
Published in 30th ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis (SC'18), 2018
Download here
Demystifying the Performance of HPC Scientific Applications on NVM-based Memory Systems
Published in 34th IEEE International Parallel and Distributed Processing Symposium (IPDPS'20), 2020
Download here
Sparta: High-Performance, Element-Wise Sparse Tensor Contraction on Heterogeneous Memory
Published in 26th Principles and Practice of Parallel Programming (PPoPP'21), 2020
Download here
Ribbon: High Performance Cache Line Flushing for Persistent Memory
Published in 29th International Conference on Parallel Architectures and Compilation Techniques (PACT'20), 2020
Download here
Exploring Non-Volatility of Non-Volatile Memory for High Performance Computing Under Failures
Published in IEEE International Conference on Cluster Computing (Cluster'20), 2020
Download here
HM-ANN: Efficient Billion-Point Nearest Neighbor Search on Heterogeneous Memory
Published in 34th Conference on Neural Information Processing Systems(NeurIPS'20), 2020
Download here
ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory
Published in 19th USENIX Conference on File and Storage Technologies (FAST'21), 2021
Download here
Sparta: High-Performance, Element-Wise Sparse Tensor Contraction on Heterogeneous Memory
Published in 26th Principles and Practice of Parallel Programming (PPoPP'21), 2021
Download here
Sentinel: Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning
Published in 27th IEEE International Symposium on HighPerformance Computer Architecture(HPCA'21), 2021
Download here
Optimizing Large-Scale Plasma Simulations on Persistent Memory-based Heterogeneous Memory with Effective Data Placement Across Memory Hierarchy
Published in International Conference on Supercomputing (ICS'21), 2021
Download here
ZeRO-Offload: Democratizing Billion-Scale Model Training
Published in 2021 USENIX Annual Technical Conference (ATC'21), 2021
Download here
Enabling Large Dynamic Neural Network Training with Learning-based Memory Management
Published in 30th IEEE International Symposium on High-Performance Computer Architecture (HPCA'24), 2024
Download here
Towards Efficient Page Profiling and Migration on Multi-Tiered Large Memory Systems
Published in EuroSys XVIII (EuroSys'24), 2024
Download here
Dissecting Grace Hopper Integrated CPU-GPU System Memory for HPC Applications
Published in In 53rd International Conference on Parallel Processing. ( ICPP'24 ), 2024
Download here
ATTNChecker: Highly-Optimized Fault Tolerant Attention for Large Language Model Training
Published in In ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. (PPoPP'25), 2024
Download here
Machine Learning-Guided Memory Optimization for DLRM Inference on Tiered Memory
Published in In 31th IEEE International Symposium on High-Performance Computer Architecture. (HPCA'25 ), 2024
Exploring and Evaluating Real-world CXL: Use Cases and System Adoption
Published in In 39th IEEE International Parallel & Distributed Processing Symposium. (IPDPS'25 ), 2024
Download here
Accelerate Coastal Ocean Circulation Model with AI Surrogate
Published in In 39th IEEE International Parallel & Distributed Processing Symposium. (IPDPS'25 ), 2024
Download here
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Instructor
Graduate-level course, CS @ William & Mary, 2022
CSCI 680 Machine Learning Systems
Instructor
Undergraduate-level course, CS @ William & Mary, 2023
CSCI 304 Computer Organization