Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI | Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (2024)

Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI | Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (2)

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  • Pranjol Sen Gupta Computer Science and Engineering, The University of Texas at Arlington, Arlington, Texas, USA

    Computer Science and Engineering, The University of Texas at Arlington, Arlington, Texas, USA

    Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI | Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (3)https://orcid.org/0000-0002-0146-9148

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  • Zahidur Talukder Computer Science and Engineering, The University of Texas at Arlington, Arlington, Texas, United States of America

    Computer Science and Engineering, The University of Texas at Arlington, Arlington, Texas, United States of America

    Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI | Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (4)https://orcid.org/0000-0003-0930-3123

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  • Tasnim Azad Abir Computer Science and Engineering, The University of Texas at Arlington, Arlington, Texas, USA

    Computer Science and Engineering, The University of Texas at Arlington, Arlington, Texas, USA

    Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI | Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (5)https://orcid.org/0000-0002-0591-9775

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  • Phuc Nguyen Manning College of Information & Computer Sciences, University of Massachusetts Amherst, Amherst, Massachusetts, United States of America

    Manning College of Information & Computer Sciences, University of Massachusetts Amherst, Amherst, Massachusetts, United States of America

    Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI | Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (6)https://orcid.org/0000-0001-8078-4463

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  • Mohammad A. Islam Computer Science and Engineering, The University of Texas at Arlington, Arlington, Texas, United States of America

    Computer Science and Engineering, The University of Texas at Arlington, Arlington, Texas, United States of America

    Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI | Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (7)https://orcid.org/0000-0002-5778-4366

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SenSys '23: Proceedings of the 21st ACM Conference on Embedded Networked Sensor SystemsNovember 2023Pages 237–250https://doi.org/10.1145/3625687.3625801

Published:26 April 2024Publication HistoryEnabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI | Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (8)

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SenSys '23: Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems

Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI

Pages 237–250

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Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI | Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (9)

ABSTRACT

Server-level power monitoring in data centers can significantly contribute to its efficient management. Nevertheless, due to the cost of a dedicated power meter for each server, most data center power management only focuses on UPS or cluster-level power monitoring. In this paper, we propose a low-cost novel power monitoring approach that uses only one sensor to extract power consumption information of all servers. We utilize the conducted electromagnetic interference (EMI) of server power supplies to measure their power consumption from non-intrusive single-point voltage measurements. We present a theoretical characterization of conducted EMI generation in server power supply and its propagation through the data center power network. Using a set of ten commercial-grade servers (six Dell PowerEdge and four Lenovo ThinkSystem), we demonstrate that our approach can estimate each server's power consumption with less than ~7% mean absolute error.

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    Index Terms

    1. Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI

      1. Computer systems organization

        1. Embedded and cyber-physical systems

          1. Sensors and actuators

        2. General and reference

          1. Cross-computing tools and techniques

            1. Measurement

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          Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI | Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (105)

          SenSys '23: Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems

          November 2023

          574 pages

          ISBN:9798400704147

          DOI:10.1145/3625687

          • General Chair:
          • Rasit Eskicioglu,
          • Program Chair:
          • Polly Huang,
          • Program Co-chair:
          • Neal Patwari

          This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike International 4.0 License.

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              • Published: 26 April 2024

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              Enabling Low-Cost Server-Level Power Monitoring in Data Centers Using Conducted EMI | Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems (106)

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