Moving beyond traditional KPIs: an end-to-end data driven approach for improved system understanding and performance

N. Behara; C. Stephan

doi:10.1117/12.2628948

25 August 2022 Moving beyond traditional KPIs: an end-to-end data driven approach for improved system understanding and performance

N. Behara, C. Stephan

Author Affiliations +

Proceedings Volume 12186, Observatory Operations: Strategies, Processes, and Systems IX; 121860U (2022) https://doi.org/10.1117/12.2628948
Event: SPIE Astronomical Telescopes + Instrumentation, 2022, Montréal, Québec, Canada

Abstract

There exists a fundamental link between data quality, system performance and environmental conditions. An end-to-end data driven monitoring approach allows for better system understanding and opens the door for more efficient root cause investigations when anomalies occur. To prepare for future operations, Paranal is establishing a dedicated data & system analysis framework, to investigate different operational scenarios, and test new techniques and technologies. With industry partners we are exploring the best data infrastructure suited for multi-site, multi-instrument operations to achieve reliable and robust data access for operations. By increasing system understanding we are paving the way to fully integrated operations.

Conference Presentation

Citation Download Citation

N. Behara and C. Stephan "Moving beyond traditional KPIs: an end-to-end data driven approach for improved system understanding and performance", Proc. SPIE 12186, Observatory Operations: Strategies, Processes, and Systems IX, 121860U (25 August 2022); https://doi.org/10.1117/12.2628948

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