LOCAT: Low-Overhead Online Configuration Auto-Tuning of Spark SQL Applications

28 March 2022

Papers citing "LOCAT: Low-Overhead Online Configuration Auto-Tuning of Spark SQL Applications"

8 / 8 papers shown

Title
HPC Application Parameter Autotuning on Edge Devices: A Bandit Learning Approach Abrar Hossain Abdel-Hameed A. Badawy M. A. Islam Tapasya Patki Kishwar Ahmed 36 0 0 03 Jan 2025
Prediction-driven resource provisioning for serverless container runtimes Dimitrios Tomaras Michail Tsenos V. Kalogeraki AI4TS 46 2 0 09 Oct 2024
TIMBER: On supporting data pipelines in Mobile Cloud Environments Dimitrios Tomaras Michail Tsenos V. Kalogeraki Dimitrios Gunopulos 46 0 0 08 Oct 2024
VDTuner: Automated Performance Tuning for Vector Data Management Systems Tiannuo Yang Wen Hu Wangqi Peng Yusen Li Jianguo Li Gang Wang Xiaoguang Liu 34 1 0 16 Apr 2024
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning Chenghao Lyu Qi Fan Philippe Guyard Yanlei Diao 20 1 0 01 Mar 2024
Lifting the Fog of Uncertainties: Dynamic Resource Orchestration for the Containerized Cloud Yuqiu Zhang Tongkun Zhang Gengrui Zhang Hans-Arno Jacobsen 15 1 0 29 Sep 2023
Towards General and Efficient Online Tuning for Spark Yang Li Huaijun Jiang Yu Shen Yide Fang Xiaofeng Yang ... Xinyi Zhang Wentao Zhang Ce Zhang Peng Chen Bin Cui 29 12 0 05 Sep 2023
Rover: An online Spark SQL tuning service via generalized transfer learning Yu Shen Xinyuyang Ren Yupeng Lu Huaijun Jiang Huanyong Xu Di Peng Yang Li Wentao Zhang Bin Cui 34 10 0 08 Feb 2023