Neural Network-Enhanced Monte Carlo Tree Search for Adaptive Resource Scheduling in Heterogeneous Spark Environments

Xiaoyong Tang, Weilong Li, Wenzheng Liu, Ronghui Cao, Tan Deng. Neural Network-Enhanced Monte Carlo Tree Search for Adaptive Resource Scheduling in Heterogeneous Spark Environments. In Huazhong Liu, Shadi Ibrahim, Thomas Rauber, editors, Algorithms and Architectures for Parallel Processing - 25th International Conference, ICA3PP 2025, Zhengzhou, China, October 30-November 2, 2025, Proceedings, Part VI. Volume 16386 of Lecture Notes in Computer Science, pages 352-366, Springer, 2025. [doi]

Authors

Xiaoyong Tang

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Weilong Li

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Wenzheng Liu

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Ronghui Cao

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Tan Deng

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