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The Collaborative Research Center FONDA
Ulf Leser1, Marcus Hilbrich1, Claudia Draxl1
1Humboldt-Universität zu Berlin, Berlin, Germany.
Datenbank-Spektrum : Zeitschrift Fur Datenbanktechnologie : Organ Der Fachgruppe Datenbanken Der Gesellschaft Fur Informatik E.V
|November 17, 2021
Summary
This research introduces the Collaborative Research Center (CRC) 1404 "FONDA," focusing on improving Data Analysis Workflows (DAWs) for large-scale scientific data analysis. The goal is to enhance DAW portability, adaptability, and dependability across distributed infrastructures.
Area of Science:
- Computer Science
- Data Science
- Scientific Computing
Background:
- Modern scientific data analysis relies heavily on complex Data Analysis Workflows (DAWs) executed on distributed computational infrastructures.
- Significant research focuses on optimizing specific workflows for specific clusters, but reducing development, adaptation, and maintenance times of DAWs is crucial for accelerating research.
Discussion:
- The Collaborative Research Center (CRC) 1404
- FONDA -- Foundations of Workflows for Large-Scale Scientific Data Analysis
- brings together approximately 50 researchers to address challenges in DAW development and maintenance.
Key Insights:
- The project investigates novel technologies, algorithms, and models to enhance the portability, adaptability, and dependability of DAWs.
- Emphasis is placed on reducing the time and effort required for developing, adapting, and maintaining complex scientific workflows.
Outlook:
- FONDA aims to establish new foundations for workflow-based scientific data analysis.
- The center seeks to foster interdisciplinary collaboration and share lessons learned to promote similar research initiatives.
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