Get Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing

28 June 2022

Papers citing "Get Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing"

6 / 6 papers shown

Title
Selecting Efficient Cluster Resources for Data Analytics: When and How to Allocate for In-Memory Processing? Jonathan Will L. Thamsen Dominik Scheinert O. Kao 19 2 0 06 Jun 2023
Towards Advanced Monitoring for Scientific Workflows Jonathan Bader Joel Witzke Soeren Becker Ansgar Losser Fabian Lehmann Leon Doehler Anh Duc Vu O. Kao 15 8 0 23 Nov 2022
Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows Jonathan Bader Nicolas Zunker Soeren Becker O. Kao 15 8 0 22 Nov 2022
Ruya: Memory-Aware Iterative Optimization of Cluster Configurations for Big Data Processing Jonathan Will L. Thamsen Jonathan Bader Dominik Scheinert O. Kao 14 4 0 08 Nov 2022
Macaw: The Machine Learning Magnetometer Calibration Workflow Jonathan Bader K. Styp-Rekowski Leon Doehler Soeren Becker O. Kao 47 4 0 17 Oct 2022
Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters Jonathan Bader Fabian Lehmann L. Thamsen Jonathan Will Ulf Leser O. Kao 26 16 0 23 May 2022