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2024 | OriginalPaper | Buchkapitel

Carbon-Awareness in CI/CD

verfasst von : Henrik Claßen, Jonas Thierfeldt, Julian Tochman-Szewc, Philipp Wiesner, Odej Kao

Erschienen in: Service-Oriented Computing – ICSOC 2023 Workshops

Verlag: Springer Nature Singapore

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Abstract

While the environmental impact of cloud computing is increasingly evident, the climate crisis has become a major issue for society. For instance, data centers alone account for 2.7% of Europe’s energy consumption today. A considerable part of this load is accounted for by cloud-based services for automated software development, such as continuous integration and delivery (CI/CD) workflows.

In this paper, we discuss opportunities and challenges for greening CI/CD services by better aligning their execution with the availability of low-carbon energy. We propose a system architecture for carbon-aware CI/CD services, which uses historical runtime information and, optionally, user-provided information. Our evaluation examines the potential effectiveness of different scheduling strategies using real carbon intensity data and 7,392 workflow executions of Github Actions, a popular CI/CD service. Results show, that user-provided information on workflow deadlines can effectively improve carbon-aware scheduling.

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Titel: Carbon-Awareness in CI/CD
verfasst von: Henrik Claßen
Jonas Thierfeldt
Julian Tochman-Szewc
Philipp Wiesner
Odej Kao
Verlag: Springer Nature Singapore
Buch: Service-Oriented Computing – ICSOC 2023 Workshops
Print ISBN: 978-981-9709-88-5

Electronic ISBN: 978-981-9709-89-2

Copyright-Jahr: 2024
DOI: https://doi.org/10.1007/978-981-97-0989-2_17

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