UDAO: A Next-Generation Unified Data Analytics Optimizer. - Khaled Zaouk; Fei Song; Chenghao Lyu; Arnab Sinha; Yanlei Diao; Prashant J. Shenoy (Proc. VLDB Endow., 2019)

Boosting Cloud Data Analytics using Multi-Objective Optimization. - Fei Song; Khaled Zaouk; Chenghao Lyu; Arnab Sinha; Qi Fan; Yanlei Diao; Prashant J. Shenoy (CoRR, 2020)

Spark-based Cloud Data Analytics using Multi-Objective Optimization. - Fei Song; Khaled Zaouk; Chenghao Lyu; Arnab Sinha; Qi Fan; Yanlei Diao; Prashant J. Shenoy (ICDE, 2021)

Neural-based Modeling for Performance Tuning of Spark Data Analytics. - Khaled Zaouk; Fei Song; Chenghao Lyu; Yanlei Diao (CoRR, 2021)

Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing. - Chenghao Lyu; Qi Fan; Fei Song; Arnab Sinha; Yanlei Diao; Wei Chen 133; Li Ma; Yihui Feng; Yaliang Li; Kai Zeng 002; Jingren Zhou 001 (Proc. VLDB Endow., 2022)

A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning. - Chenghao Lyu; Qi Fan; Philippe Guyard; Yanlei Diao (Proc. VLDB Endow., 2024)