Abstract
This article is a graphical, analytical survey of the literature, over the period 2010–2020, on the measurement of power consumption and relevant power models of virtual entities as they apply to the telco cloud. We present a novel review method, that summarizes the dynamics as well as the results of the research. Our method lends insight into trends, research gaps, fallacies and pitfalls. Notably, we identify limitations of the widely used linear models and the progression towards Artificial Intelligence/Machine Learning techniques as a means of dealing with the seven major dimensions of variability: workload type; computer virtualization agents; system architecture and resources; concurrent, co-hosted virtualized entities; approaches towards the attribution of power consumption to virtual entities; frequency; and temperature.
Subject
Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry
Reference150 articles.
1. PAD: A graphical and numerical enhancement of structural coding to facilitate thematic analysis of a literature corpus;Depasquale;MethodsX,2022
2. Energy Efficiency in the Future Internet: A Survey of Existing Approaches and Trends in Energy-Aware Fixed Network Infrastructures;Bolla;IEEE Commun. Surv. Tutor.,2011
3. A Survey on Energy-Aware Design and Operation of Core Networks;Idzikowski;IEEE Commun. Surv. Tutor.,2016
4. Energy saving in carrier-grade networks: A survey;Maaloul;Comput. Stand. Interfaces,2018
5. Delforge, P., and Whitney, J. (2020, October 03). Data Center Efficiency Assessment—Scaling up Energy Efficiency Across the Data Center Industry: Evaluating Key Drivers and Barriers. Natural Resources Defense Council, IP:14.08-A, August 2014. Available online: https://www.nrdc.org/sites/default/files/data-center-efficiency-assessment-IP.pdf.
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