Coffea-casa: an analysis facility prototype
Autor: | Adamec, Matous, Attebury, Garhan, Bloom, Kenneth, Bockelman, Brian, Lundstedt, Carl, Shadura, Oksana, Thiltges, John |
---|---|
Rok vydání: | 2021 |
Předmět: | |
Druh dokumentu: | Working Paper |
DOI: | 10.1051/epjconf/202125102061 |
Popis: | Data analysis in HEP has often relied on batch systems and event loops; users are given a non-interactive interface to computing resources and consider data event-by-event. The "Coffea-casa" prototype analysis facility is an effort to provide users with alternate mechanisms to access computing resources and enable new programming paradigms. Instead of the command-line interface and asynchronous batch access, a notebook-based web interface and interactive computing is provided. Instead of writing event loops, the column-based Coffea library is used. In this paper, we describe the architectural components of the facility, the services offered to end-users, and how it integrates into a larger ecosystem for data access and authentication. Comment: Submitted as proceedings fo 25th International Conference on Computing in High-Energy and Nuclear Physics (https://indico.cern.ch/event/948465/) |
Databáze: | arXiv |
Externí odkaz: |