Carbon Dependencies in Datacenter Design and Management

Author:

Acun Bilge1,Lee Benjamin2,Kazhamiaka Fiodar3,Sundarrajan Aditya1,Maeng Kiwan1,Chakkaravarthy Manoj1,Brooks David4,Wu Carole-Jean1

Affiliation:

1. Meta, USA

2. Meta, University of Pennsylvania, USA

3. Stanford University, USA

4. Meta, Harvard University, USA

Abstract

Building a sustainable datacenter requires coordinated decisions in its design and system management. Existing research work on datacenter sustainability often considers the design space in isolation and misses opportunities to minimize carbon footprint through coordinated design and management where sustainability is a first-class objective. Design decisions such as datacenter site selection, renewable energy investment portfolios, and the provisioning of energy storage are intertwined with complementary solutions for operation, including various forms of demand response and carbon-aware workload management. In this paper, we advocate for holistic frameworks that take into account both operational and embodied carbon to coordinate between datacenter design and system management decisions.

Publisher

Association for Computing Machinery (ACM)

Reference35 articles.

1. Bilge Acun , Benjamin Lee , Kiwan Maeng , Manoj Chakkaravarthy , Udit Gupta , David Brooks , and Carole-Jean Wu. 2022. A Holistic Approach for Designing Carbon Aware Datacenters. arXiv preprint arXiv:2201.10036 ( 2022 ). Bilge Acun, Benjamin Lee, Kiwan Maeng, Manoj Chakkaravarthy, Udit Gupta, David Brooks, and Carole-Jean Wu. 2022. A Holistic Approach for Designing Carbon Aware Datacenters. arXiv preprint arXiv:2201.10036 (2022).

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