Innovative Approach for PMM Data Processing and Analytics

ALTEC defined and developed a framework with the main aim to process a big amount of data allowing a seamless connection between the collected information and the analyses performed by end users. This is the ASDP environment, that allows to organize data in the most adapt domain data store in order...

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Bibliographic Details
Published in:IEEE transactions on big data 2020-09, Vol.6 (3), p.452-459
Main Authors: De March, R., Leuzzi, C., Deffacis, M., Caronte, F., Mulone, A. F., Messineo, R.
Format: Article
Language:English
Subjects:
Big Data
Correlation
Data analysis
data engineering
Data management
data mining
Data processing
Data storage
Electronic mail
End users
Sensors
Telemetry
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Description
Summary:ALTEC defined and developed a framework with the main aim to process a big amount of data allowing a seamless connection between the collected information and the analyses performed by end users. This is the ASDP environment, that allows to organize data in the most adapt domain data store in order to have data ready for complex analyses. In particular, the PMM module of the ISS is a reference case for the survey on framework capabilities for telemetry data management. The main objective is to demonstrate the advantages achievable through the application of new data analysis methodologies and tools after data organization through ASDP capabilities.
ISSN:2332-7790
2332-7790
2372-2096
DOI:10.1109/TBDATA.2020.2995242