A Testbed for Carbon-Aware Applications and Systems

06/16/2023
by   Philipp Wiesner, et al.
0

To mitigate the growing carbon footprint of computing systems, there has been an increasing focus on carbon-aware approaches that seek to align the power usage of IT infrastructure with the availability of clean energy. Unfortunately, research on carbon-aware applications and the required interfaces between computing and energy systems remain complex, due to the scarcity of available testing environments. To this day, almost all new approaches are evaluated on self-implemented simulation testbeds, which leads to repeated development efforts by researchers and low comparability of approaches. In this paper, we present our vision of a co-simulation testbed for carbon-aware applications and systems. We envision a versatile testbed which lets users connect domain-specific simulators for components like renewable power generation, energy storage, and power flow analysis with real software and hardware. By providing extensibility on the one hand and access to state-of-the-art implementations, datasets, and best practices on the other, we hope to accelerate research in carbon-aware computing. In addition, a co-simulation testbed can be useful for development and operations, like in continuous testing. We implemented a first prototype of our idea and welcome the community to contribute to this vision.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
01/27/2023

A Green(er) World for A.I

As research and practice in artificial intelligence (A.I.) grow in leaps...
research
06/19/2018

5G-CORNET: Platform as a Service

Practical testing of the latest wireless communications standards requir...
research
02/15/2020

Jelly Bean World: A Testbed for Never-Ending Learning

Machine learning has shown growing success in recent years. However, cur...
research
03/06/2018

Cyber-Physical Testbed for Power System Wide-Area Measurement-Based Control Using Open-Source Software

The electric power system is a cyber-physical system with power flow in ...
research
07/11/2023

Design of an energy aware petaflops class high performance cluster based on power architecture

In this paper we present D.A.V.I.D.E. (Development for an Added Value In...
research
04/03/2021

Alternatives for Testing of Context-Aware Contemporary Software Systems in industrial settings: Results from a Rapid review

Context: Context-aware contemporary software systems (CACSS) are mainstr...
research
01/19/2021

COTORRA: COntext-aware Testbed fOR Robotic Applications

Edge Fog computing have received considerable attention as promising...

Please sign up or login with your details

Forgot password? Click here to reset