ALMA WSU: Data Processing Challenges and Opportunities

The ALMA Wideband Sensitivity Upgrade (WSU) will increase the maximum number of channels ALMA is capable of producing from 15,000 to 1.2 million. This increase in the aggregate number of channels presents new challenges for processing ALMA data. In this talk, I will present estimates of the predicted distribution of WSU data properties -- including data rates, visibility data volumes, and product sizes -- based on extrapolations of current ALMA use patterns and compare them to the data properties ALMA is capable of producing today. I will also outline the current challenges with ALMA data processing and discuss ways to address these challenges 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.13681520
Primary Topic
Astronomy and Astrophysical Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

ALMA WSU: Data Processing Challenges and Opportunities

Zenodo (CERN European Organization for Nuclear Research)
Astronomy and Astrophysical Research
article

ALMA WSU: Data Processing Challenges and Opportunities

article en

Abstract

The ALMA Wideband Sensitivity Upgrade (WSU) will increase the maximum number of channels ALMA is capable of producing from 15,000 to 1.2 million. This increase in the aggregate number of channels presents new challenges for processing ALMA data. In this talk, I will present estimates of the predicted distribution of WSU data properties -- including data rates, visibility data volumes, and product sizes -- based on extrapolations of current ALMA use patterns and compare them to the data properties ALMA is capable of producing today. I will also outline the current challenges with ALMA data processing and discuss ways to address these challenges in the WSU era

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 67%
Astronomy and Astrophysical Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

ALMA WSU: Data Processing Challenges and Opportunities · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS