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Improved Data Center Energy Efficiency and Availability with Multilayer Node Event Processing

Author

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  • Vojko Matko

    (Faculty of Electrical Engineering and Computer Science, University of Maribor, Koroška c. 46, 2000 Maribor, Slovenia)

  • Barbara Brezovec

    (NTR Inženiring d.o.o., Ulica Pohorskega bataljona 14, 2000 Maribor, Slovenia)

Abstract

This article presents an overview of a new multilayer node event processing (MNEP) method for improved data center energy efficiency and event management monitoring in its physical infrastructure. Event management is essential for the provision and maintenance of the reliability and functionality of the physical infrastructure. For effective maintenance, action preventing any downtime accurate event information as well as appropriate energy support is of outmost importance. The novelty of this approach lies in the enhanced availability and reliability of the physical infrastructure, improved data center infrastructure energy efficiency, as well as lower costs when designing a new physical infrastructure system. The MNEP method presents a data model based on the node tree processing. The experimental results show that the number of all potential unexpected events is reduced significantly as a result of the accurate identification of the alarm root cause. The comparison of time parameters required to evaluate the maintenance factors shows that the time needed to detect, identify, and react to alarm events decreases and has a significant impact on maintaining a defined high level of availability and energy efficiency in a data center physical infrastructure.

Suggested Citation

  • Vojko Matko & Barbara Brezovec, 2018. "Improved Data Center Energy Efficiency and Availability with Multilayer Node Event Processing," Energies, MDPI, vol. 11(9), pages 1-17, September.
    • Handle: RePEc:gam:jeners:v:11:y:2018:i:9:p:2478-:d:170458
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    References listed on IDEAS

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    1. Jia, Mengda & Srinivasan, Ravi S. & Raheem, Adeeba A., 2017. "From occupancy to occupant behavior: An analytical survey of data acquisition technologies, modeling methodologies and simulation coupling mechanisms for building energy efficiency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 525-540.
    2. Oró, Eduard & Depoorter, Victor & Garcia, Albert & Salom, Jaume, 2015. "Energy efficiency and renewable energy integration in data centres. Strategies and modelling review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 429-445.
    3. Anandhi Vivekanandan Dhukaram & Chris Baber, 2016. "A Systematic Approach for Developing Decision Aids: From Cognitive Work Analysis to Prototype Design and Development," Systems Engineering, John Wiley & Sons, vol. 19(2), pages 79-100, March.
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    3. Kyungmin Kim & Minseok Song, 2022. "Energy-Saving SSD Cache Management for Video Servers with Heterogeneous HDDs," Energies, MDPI, vol. 15(10), pages 1-16, May.
    4. Shumei Chi & Zhipeng Lv & Lan Liu & Yang Shan, 2021. "Free Switching Control Strategy for Multi-Operation Modes of Multi-Port Energy Router in Distribution Area," Energies, MDPI, vol. 14(23), pages 1-24, November.

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