Carbon-Intelligent Content Scheduling in CDNs

Content delivery networks scaling with users' demand can meet quality of service needs by placing caches close to users. However, distributing content to caches is not for free. Not only it has a monetary cost, but also an environmental footprint. This work proposes a carbon-intelligent content delivery algorithm that accounts for cost and traffic demands as well as carbon emissions. Given the spatial and temporal dynamism of carbon intensity, this work aligns data delivery to caches with low carbon intensity periods and low distribution costs. The solution is evaluated on the Netflix Open Connect network, showing operational carbon savings between 13% and 64% while conserving other constraints.

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Publication Details

Published
2025-07-14
DOI
https://doi.org/10.1145/3744200.3744774
Citations
1
Primary Topic
Caching and Content Delivery
Type
article
Field-Weighted Citation Impact
1.49
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article

Carbon-Intelligent Content Scheduling in CDNs

Noa Zilberman, Sawsan El-Zahr, William Nathan
1 citations
Caching and Content Delivery
1.49
article

Carbon-Intelligent Content Scheduling in CDNs

Noa Zilberman, Sawsan El-Zahr, William Nathan
article en
1 citations

Abstract

Content delivery networks scaling with users' demand can meet quality of service needs by placing caches close to users. However, distributing content to caches is not for free. Not only it has a monetary cost, but also an environmental footprint. This work proposes a carbon-intelligent content delivery algorithm that accounts for cost and traffic demands as well as carbon emissions. Given the spatial and temporal dynamism of carbon intensity, this work aligns data delivery to caches with low carbon intensity periods and low distribution costs. The solution is evaluated on the Netflix Open Connect network, showing operational carbon savings between 13% and 64% while conserving other constraints.

University of Oxford (GB)
Openalex Percentile: Top 15%
Caching and Content Delivery
1.49
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