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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jun Wei

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Book Open access Jul 2026

FaultWeave: Bounded Resilience Testing with Failure Diagnosis Capability for Microservice Applications

Fault-Weave designs an efficient fault space exploration technique which incrementally explores fault combinations up to a bounded depth, taking full advantage of previous fault injection results to speed up test execution and reduce redundant test scenarios.

Mingzhuo Zheng, Guoquan Wu, Jin-Bo Zhang et al. · 0 citations
Preprint Jul 2026

Demystifying Deep Learning Compiler Frontend Bugs: An LLM-Aided Empirical Study

The first systematic empirical study of defects introduced during this stage of deep learning compilers in TorchDynamo, the default DLC frontend for PyTorch 2, the most popular DL framework is conducted, using a domain-knowledge-enhanced LLM-aided methodology.

Xin Yuan, Wei Chen, Jinyi Liu et al. · 0 citations

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