A Survey on Error-Bounded Lossy Compression for Scientific Datasets
Published by
ACM Computing Surveys
Summary
journal-article
Yafan Huang
About
Work
Argonne National Laboratory
|Research Intern
US
Education
The University of Iowa
United States of America
PhD
Huazhong University of Science and Technology
China
Master
Hunan University
China
Publications
Understanding Error Sensitivity in Checkpointing for Linear System Solvers
Summary
conference-paper
Pushing the Limits of GPU Lossy Compression: A Hierarchical Delta Approach
Summary
conference-paper
ghZCCL: Advancing GPU-aware Collective Communications with Homomorphic Compression
Summary
conference-paper
CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2
Summary
conference-paper
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters
Summary
conference-paper
POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters
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Demystifying and Mitigating Cross-Layer Deficiencies of Soft Error Protection in Instruction Duplication
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conference-paper
cuSZp: An Ultra-fast GPU Error-bounded Lossy Compression Framework with Optimized End-to-End Performance
Summary
conference-paper
Characterizing Runtime Performance Variation in Error Detection by Duplicating Instructions
Published by
2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE)
Summary
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Towards Improving Reverse Time Migration Performance by High-speed Lossy Compression
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2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid)
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Salus: A Novel Data-Driven Monitor that Enables Real-Time Safety in Autonomous Driving Systems
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2022 IEEE 22nd International Conference on Software Quality, Reliability and Security (QRS)
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Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs
Published by
SC22: International Conference for High Performance Computing, Networking, Storage and Analysis
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D2MoN: Detecting and Mitigating Real-Time Safety Violations in Autonomous Driving Systems
Published by
2022 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)
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Dynamic Entity-Based Named Entity Recognition Under Unconstrained Tagging Schemes
Published by
IEEE Transactions on Big Data
Summary
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Hardening selective protection across multiple program inputs for HPC applications
Published by
Proceedings of the 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming
Summary
conference-paper
Rumor Detection on Social Media with Out-In-Degree Graph Convolutional Networks
Published by
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
Summary
conference-paper
Path-enhanced explainable recommendation with knowledge graphs
Published by
World Wide Web
Summary
journal-article