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Research on Application of Electromagnetic Environment Data Warehouse Based on Big Data

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Publicado en:International Journal of Data Warehousing and Mining vol. 21, no. 1 (2025), p. 1-22
Autor principal: Wang, Jie
Otros Autores: Li, Zhenxing, Zhou, Liping
Publicado:
IGI Global
Materias:
Telecommunications
Electromagnetics
Databases
Reliability
Management decisions
Data mining
Datasets
Big Data
Aeronautical research
Data processing
Relational data bases
Storage capacity
Space warfare
Technology
Storage
Data models
Warehouses
Maritime industry
Space technology
Electromagnetism
Electromagnetic waves
Data warehouses
Decision making
Design
Discrepancies
Information retrieval
Research applications
Environment
Electromagnetic fields
Acceso en línea:Citation/Abstract
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Resumen:The widespread use of electromagnetic space utilization technology across various fields—including maritime, terrestrial, aeronautical, orbital, electrical, and telecommunications—has generated vast amounts of electromagnetic environment data. To manage challenges, such as the storage of large raw datasets, data discrepancies, isolated data across multiple pathways, and low data value density, a big data-based electromagnetic environment data warehouse is proposed. This warehouse standardizes data from diverse sources, integrates and reconstructs it according to business themes, and uses a mix of relational and non-relational databases for storage. It meets the needs for high data reliability, fast access, and massive storage capacity, offering a solution to data overload while supporting data mining and knowledge discovery in the electromagnetic field.
ISSN:1548-3924
1548-3932
DOI:10.4018/IJDWM.373715
Fuente:ABI/INFORM Global