Ian Foster
2 indexed papers
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2With code
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226
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2026
Towards Transparent Checkpointing with AI-driven Code Generation
Researchers used a large language model to generate checkpoint/restart code for MPI applications, achieving comparable efficiency to human-engineered solutions.
StreamGuard: Low-Overhead Resilience for Real-time HPC Data Streams
This paper presents two techniques, dynamic checkpointing and progress-aware load redistribution, to maintain forward progress and balanced execution in real-time scientific workflows using the producer-consumer streaming pattern.
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Papers
cs.DCEmpiricalRecentJun 29, 2026
Towards Transparent Checkpointing with AI-driven Code Generation
Hai Duc Nguyen, Tekin Bicer, Kyle Chard, Ian Foster +1 more
Researchers used a large language model to generate checkpoint/restart code for MPI applications, achieving comparable efficiency to human-engineered solutions.
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cs.DCEmpiricalRecent