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A Framework for SLO, Carbon, and Wastewater-Aware Sustainable FaaS Cloud Platform Management

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arxiv 2410.11875 v1 pith:PIIJWN63 submitted 2024-10-09 cs.DC cs.AIcs.LG

classification cs.DCcs.AIcs.LG
keywords faascarbonschedulingcloudemissionsfindframeworkscaling
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Function-as-a-Service (FaaS) is a growing cloud computing paradigm that is expected to reduce the user cost of service over traditional serverful approaches. However, the environmental impact of FaaS has not received much attention. We investigate FaaS scheduling and scaling from a sustainability perspective in this work. We find that the service-level objectives (SLOs) of FaaS and carbon emissions conflict with each other. We also find that SLO-focused FaaS scheduling can exacerbate water use in a datacenter. We propose a novel sustainability-focused FaaS scheduling and scaling framework to co-optimize SLO performance, carbon emissions, and wastewater generation.

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