An Improved LightGBM Job Running Status Prediction Algorithm Integrating Combinatorial Feature Selection and Bayesian Hyperparameter Optimization on Spark

Xiaoyong Tang, Cheng Shi, Wenzheng Liu, Zhihong Zhu. An Improved LightGBM Job Running Status Prediction Algorithm Integrating Combinatorial Feature Selection and Bayesian Hyperparameter Optimization on Spark. In IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles, SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022, Haikou, China, December 15-18, 2022. pages 823-830, IEEE, 2022. [doi]

Abstract

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