ACM SIGEnergy Energy Informatics Review · 2023 · 12 citations · 12 references
ManagementCloud ComputingSustainability ManagementCarbon ManagementCloud InfrastructureEnergy ManagementCarbon Footprint ManagementDemand-side ManagementEnergy StorageEnergy-efficient Cloud ComputingOperational Carbon ManagementResource ProvisioningCarbon Footprint CalculationCarbon-aware OperationsData Center Energy OptimizationDemand Response OperationEmbodied CarbonEmbodied Carbon PolicyEnergy Storage ModelingEnergy-efficient Resource Management
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.
12
Energy Information Administration
Choice Reviews Online · 2007 · 2.5K citations
Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective
Kim Hazelwood, Sarah Bird, David Brooks et al. · 2018 · 590 citations
Muhammad Tirmazi, Adam Barker, Nan Deng et al. · 2020 · 295 citations · Full text
The Architectural Implications of Facebook's DNN-Based Personalized Recommendation
Udit Gupta, Carole-Jean Wu, Xiaodong Wang et al. · 2020 · 259 citations
Chasing Carbon: The Elusive Environmental Footprint of Computing
Udit Gupta, Young Geun Kim, Sylvia Lee et al. · 2021 · 193 citations