GMB-ECC: Guided Measuring and Benchmarking of the Edge Cloud Continuum

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Authors: Brian-Frederik Jahnke, Rebecca Schmook, Falk Maria Howar
Cited by: 0

Abstract

In the evolving landscape of cloud computing, optimizing energy efficiency across the edge-cloud continuum is crucial for sustainability and cost-effectiveness. We introduce GMB-ECC, a framework for measuring and benchmarking energy consumption across the software and hardware layers of the edge-cloud continuum. GMB-ECC enables energy assessments in diverse environments and introduces a precision parameter to adjust measurement complexity, accommodating system heterogeneity. We demonstrate GMB-ECC's applicability in an autonomous intra-logistic use case, highlighting its adaptability and capability in optimizing energy efficiency without compromising performance. Thus, this framework not only assists in accurate energy assessments but also guides strategic optimizations, cultivating sustainable and cost-effective operations.

Fields of Study & Subjects

Data Visualization and Analytics Scientific Computing and Data Management

Publication details

Journal / source
IEEE Access
Volume
14
Pages
64191–64201
Publication date
1 January 2026
Language
EN