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

Author

Hao Fan

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Preprint Sep 2026

Tools-CC-Bench: a Benchmark Suite for Collective Communication with Compression in HPC and AI Workloads

CC-Bench is presented, a lightweight, extensible, and application-oriented benchmark suite for evaluating communication compression under realistic execution conditions, and uses declarative application-environment modeling to decouple profiling logic from communication libraries, datasets, and fidelity metrics, enabli...

Hao Fan, Wei Wang, Xing-Chen Liu et al. · 0 citations
Conference Jul 2026

KG-Augmented LLM for Efficient and Correct Dockerfile Generation

Container images are fundamental to cloud deployment, with their build instructions (e.g., Dockerfiles) critically impacting the efficiency and stability of cloud service. Manually authoring these instructions is error-prone, while Large Language Models (LLMs) lack the domain knowledge to generate both correct and opti...

Kun Wang, Yao Wu, Hao Fan et al. · 0 citations

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