SPECTRUM D5.1 Representative use cases: analysis and alignment

This document describes the collection and analysis of requirements from representative use cases for next-generation big data sciences. The work presented here was executed by Work Package 5 of SPECTRUM, and details prominent use cases from fundamental research in areas of High Energy Physics and Radio Astronomy, as well as other related fields. Cross-cutting analysis of requirements is presented along with gap analysis.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-30
DOI
https://doi.org/10.5281/zenodo.15310224
Primary Topic
Wetland Management and Conservation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

SPECTRUM D5.1 Representative use cases: analysis and alignment

Zenodo (CERN European Organization for Nuclear Research)
Wetland Management and Conservation
article

SPECTRUM D5.1 Representative use cases: analysis and alignment

article en

Abstract

This document describes the collection and analysis of requirements from representative use cases for next-generation big data sciences. The work presented here was executed by Work Package 5 of SPECTRUM, and details prominent use cases from fundamental research in areas of High Energy Physics and Radio Astronomy, as well as other related fields. Cross-cutting analysis of requirements is presented along with gap analysis.

Zenodo (CERN European Organization for Nuclear Research)
European Organization for Nuclear Research (CH)
Openalex Percentile: Top 45%
Wetland Management and Conservation
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.

SPECTRUM D5.1 Representative use cases: analysis and alignment · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS