Perspective: Data-Driven Cost Allocation for Shared ML Infrastructure

perspective
Received: Dec 14, 2023
Published: Dec 31, 2023
Authors: Adiu Usman ✉ Ilan Grimaldi Luka Dumont

Abstract

We outline algorithms for proportional cost attribution across teams using GPU hours and storage metrics to optimize budget transparency.

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Usman, A., Grimaldi, I., & Dumont, L. (2023). Perspective: Data-Driven Cost Allocation for Shared ML Infrastructure. Research Explorations in Global Knowledge & Technology (REGKT), 2 (10). Retrieved from https://regkt.com/article.php?id=498&slug=perspective-data-driven-cost-allocation-shared-ml-infrastructure

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