Optimising the Data Processing and Quality Assurance strategy in the WSU era

The advent of the Wideband Sensitivity Upgrade (WSU) is expected to bring about increased data rates and volumes, posing a substantial challenge to the existing ALMA data processing workflow. In response, significant automation and adaptation will be necessary. This adaptation will involve a shift towards per-Execution Block (EB) calibration, occurring as soon as possible after each observation. It is likely that the current strategy of Quality Assurance (QA2) at the Member ObsUnitSet level will be revised, and that some form of QA will happen at the Group ObsUnitSet level. This entails evaluating combined images from various arrays, incorporating 12-m, 7-m and TP data when needed to fulfill the objectives of the proposed Science Goal. The envisaged changes aim to enhance efficiency and optimise ALMA's science output in the WSU era.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-09-04
DOI
https://doi.org/10.5281/zenodo.13681556
Primary Topic
Microgrid Control and Optimization
Type
article
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article

Optimising the Data Processing and Quality Assurance strategy in the WSU era

Zenodo (CERN European Organization for Nuclear Research)
Microgrid Control and Optimization
article

Optimising the Data Processing and Quality Assurance strategy in the WSU era

article en

Abstract

The advent of the Wideband Sensitivity Upgrade (WSU) is expected to bring about increased data rates and volumes, posing a substantial challenge to the existing ALMA data processing workflow. In response, significant automation and adaptation will be necessary. This adaptation will involve a shift towards per-Execution Block (EB) calibration, occurring as soon as possible after each observation. It is likely that the current strategy of Quality Assurance (QA2) at the Member ObsUnitSet level will be revised, and that some form of QA will happen at the Group ObsUnitSet level. This entails evaluating combined images from various arrays, incorporating 12-m, 7-m and TP data when needed to fulfill the objectives of the proposed Science Goal. The envisaged changes aim to enhance efficiency and optimise ALMA's science output in the WSU era.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 59%
Microgrid Control and Optimization
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