Jie Ren

Smirni Evgenia

Proceedings of the 40th ACM International Conference on Supercomputing, 2026

HDPAT: Hierarchical Distributed Page Address Translation for Wafer-Scale GPUs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2026

2025

Assessing Page Reclamation Mechanisms for Linux.

[BibT_eX]

[DOI]

Shaochang Liu

Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, 2025

LM-Offload: Performance Model-Guided Generative Inference of Large Language Models with Parallelism Control.

[BibT_eX]

[DOI]

Jianbo Wu

Shuangyan Yang

Konstantinos Parasyris

Giorgis Georgakoudis

Ignacio Laguna

Proceedings of the 2025 IEEE International Parallel and Distributed Processing Symposium, 2025

Machine Learning-Guided Memory Optimization for DLRM Inference on Tiered Memory.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2025

Exploring the Wafer-Scale GPUs.

[BibT_eX]

[DOI]

Proceedings of the 17th Workshop on General Purpose Processing Using GPU, 2025

2024

Exploring and Evaluating Real-world CXL: Use Cases and System Adoption.

[BibT_eX]

[DOI]

CoRR, 2024

Harnessing Integrated CPU-GPU System Memory for HPC: a first look into Grace Hopper.

[BibT_eX]

[DOI]

Proceedings of the 53rd International Conference on Parallel Processing, 2024

Enabling Large Dynamic Neural Network Training with Learning-based Memory Management.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

MTM: Rethinking Memory Profiling and Migration for Multi-Tiered Large Memory.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

Dataset for Investigating Anomalies in Compute Clusters.

[BibT_eX]

[DOI]

Dataset, October, 2023

iQAN: Fast and Accurate Vector Search with Efficient Intra-Query Parallelism on Multi-Core Architectures.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2023

Dataset for Investigating Anomalies in Compute Clusters.

[BibT_eX]

[DOI]

CoRR, 2023

HM-Keeper: Scalable Page Management for Multi-Tiered Large Memory Systems.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing, 2023

AutoConstruct: Automated Neural Surrogate Model Building and Deployment for HPC Applications.

[BibT_eX]

[DOI]

Wenqian Dong

Proceedings of the 13th Workshop on AI and Scientific Computing at Scale using Flexible Computing, 2023

2021

ZeRO-Offload: Democratizing Billion-Scale Model Training.

[BibT_eX]

[DOI]

Samyam Rajbhandari

Reza Yazdani Aminabadi

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2020

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

[BibT_eX]

[DOI]

Minjia Zhang

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cluster Computing, 2020

Ribbon: High Performance Cache Line Flushing for Persistent Memory.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Architecture-Aware, High Performance Transaction for Persistent Memory.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

Chunhua Liao

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.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2018

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

[BibT_eX]

[DOI]