C3O: Collaborative Cluster Configuration Optimization for Distributed
Data Processing in Public Clouds

C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds

28 July 2021

Dominik Scheinert

Papers citing "C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds"

14 / 14 papers shown

Title
Privacy-Preserving Sharing of Data Analytics Runtime Metrics for Performance Modeling Jonathan Will Dominik Scheinert Jan Bode Cedric Kring Seraphin Zunzer L. Thamsen 24 0 0 08 Mar 2024
Towards a Peer-to-Peer Data Distribution Layer for Efficient and Collaborative Resource Optimization of Distributed Dataflow Applications Dominik Scheinert Soeren Becker Jonathan Will Luis Englaender L. Thamsen 22 0 0 24 Nov 2023
Karasu: A Collaborative Approach to Efficient Cluster Configuration for Big Data Analytics Dominik Scheinert Philipp Wiesner Thorsten Wittkopp L. Thamsen Jonathan Will O. Kao 18 1 0 22 Aug 2023
Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics Dominik Scheinert Soeren Becker Jonathan Bader L. Thamsen Jonathan Will O. Kao 14 3 0 15 Nov 2022
Ruya: Memory-Aware Iterative Optimization of Cluster Configurations for Big Data Processing Jonathan Will L. Thamsen Jonathan Bader Dominik Scheinert O. Kao 22 4 0 08 Nov 2022
Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures Jonathan Bader Fabian Lehmann Alexander Groth L. Thamsen Dominik Scheinert Jonathan Will Ulf Leser O. Kao 10 8 0 16 Aug 2022
Get Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing Jonathan Will L. Thamsen Jonathan Bader Dominik Scheinert O. Kao 28 8 0 28 Jun 2022
Collaborative Cluster Configuration for Distributed Data-Parallel Processing: A Research Overview L. Thamsen Dominik Scheinert Jonathan Will Jonathan Bader O. Kao 19 3 0 01 Jun 2022
Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters Jonathan Bader Fabian Lehmann L. Thamsen Jonathan Will Ulf Leser O. Kao 37 16 0 23 May 2022
On the Potential of Execution Traces for Batch Processing Workload Optimization in Public Clouds Dominik Scheinert Alireza Alamgiralem Jonathan Bader Jonathan Will Thorsten Wittkopp L. Thamsen 20 10 0 16 Nov 2021
Training Data Reduction for Performance Models of Data Analytics Jobs in the Cloud Jonathan Will Onur Arslan Jonathan Bader Dominik Scheinert L. Thamsen 27 4 0 15 Nov 2021
Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters Jonathan Bader L. Thamsen S. Kulagina Jonathan Will Henning Meyerhenke O. Kao 19 22 0 09 Nov 2021
Enel: Context-Aware Dynamic Scaling of Distributed Dataflow Jobs using Graph Propagation Dominik Scheinert Houkun Zhu L. Thamsen Morgan K. Geldenhuys Jonathan Will Alexander Acker O. Kao 27 11 0 27 Aug 2021
Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts Dominik Scheinert L. Thamsen Houkun Zhu Jonathan Will Alexander Acker Thorsten Wittkopp O. Kao 32 15 0 29 Jul 2021