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Enabling Sustainable Clouds: The Case for Virtualizing the Energy System

Enabling Sustainable Clouds: The Case for Virtualizing the Energy System

16 June 2021
Noman Bashir
Tianyou Guo
Mohammad Hajiesmaili
David Irwin
Prashant J. Shenoy
R. Sitaraman
Abel Souza
Adam Wierman
ArXiv (abs)PDFHTML

Papers citing "Enabling Sustainable Clouds: The Case for Virtualizing the Energy System"

23 / 23 papers shown
Green Federated Learning via Carbon-Aware Client and Time Slot Scheduling
Green Federated Learning via Carbon-Aware Client and Time Slot Scheduling
Daniel Richards Arputharaj
Charlotte Rodriguez
Angelo Rodio
Giovanni Neglia
124
0
0
10 Sep 2025
Towards Environmentally Equitable AI
Towards Environmentally Equitable AI
Mohammad Hajiesmaili
Shaolei Ren
R. Sitaraman
Adam Wierman
291
1
0
21 Dec 2024
The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for
  Effective Carbon-Aware Scheduling
The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware SchedulingACM Symposium on Cloud Computing (SoCC), 2024
Noman Bashir
Varun Gohil
Anagha Belavadi
Mohammad Shahrad
David Irwin
Elsa Olivetti
Christina Delimitrou
224
12
0
19 Oct 2024
Serverless Cold Starts and Where to Find Them
Serverless Cold Starts and Where to Find ThemEuropean Conference on Computer Systems (EuroSys), 2024
Artjom Joosen
Ahmed Hassan
Martin Asenov
Rajkarn Singh
L. N. Darlow
Jianfeng Wang
Qiwen Deng
Adam Barker
158
17
0
08 Oct 2024
GreenWhisk: Emission-Aware Computing for Serverless Platform
GreenWhisk: Emission-Aware Computing for Serverless Platform
Jayden Serenari
Sreekanth Sreekumar
Kaiwen Zhao
Saurabh Sarkar
Stephen Lee
152
9
0
04 Sep 2024
Exploring the Efficiency of Renewable Energy-based Modular Data Centers
  at Scale
Exploring the Efficiency of Renewable Energy-based Modular Data Centers at Scale
Jinghan Sun
Zibo Gong
Anup Agarwal
Shadi Noghabi
Ranveer Chandra
Marc Snir
Jian Huang
149
2
0
04 Jun 2024
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search
  Framework
CE-NAS: An End-to-End Carbon-Efficient Neural Architecture Search Framework
Yiyang Zhao
Yunzhuo Liu
Bo Jiang
Tian Guo
361
7
0
03 Jun 2024
CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web
  Services
CASPER: Carbon-Aware Scheduling and Provisioning for Distributed Web Services
Abel Souza
Shruti Jasoria
Basundhara Chakrabarty
Alexander Bridgwater
Axel Lundberg
Filip Skogh
Ahmed Ali-Eldin
David Irwin
Prashant J. Shenoy
226
46
0
21 Mar 2024
Chasing Convex Functions with Long-term Constraints
Chasing Convex Functions with Long-term Constraints
Adam Lechowicz
Nicolas H. Christianson
Bo Sun
Noman Bashir
Mohammad Hajiesmaili
Adam Wierman
Prashant J. Shenoy
136
5
0
21 Feb 2024
CAFE: Carbon-Aware Federated Learning in Geographically Distributed Data
  Centers
CAFE: Carbon-Aware Federated Learning in Geographically Distributed Data CentersEnergy-Efficient Computing and Networking (e-Energy), 2023
Jieming Bian
Lei Wang
Shaolei Ren
Jie Xu
FedML
301
26
0
06 Nov 2023
Online Conversion with Switching Costs: Robust and Learning-Augmented
  Algorithms
Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms
Adam Lechowicz
Nicolas H. Christianson
Bo Sun
Noman Bashir
Mohammad Hajiesmaili
Adam Wierman
Prashant J. Shenoy
199
13
0
31 Oct 2023
Carbon Containers: A System-level Facility for Managing
  Application-level Carbon Emissions
Carbon Containers: A System-level Facility for Managing Application-level Carbon EmissionsACM Symposium on Cloud Computing (SoCC), 2023
John Thiede
Noman Bashir
David Irwin
Prashant J. Shenoy
161
16
0
25 Sep 2023
Untangling Carbon-free Energy Attribution and Carbon Intensity
  Estimation for Carbon-aware Computing
Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware ComputingEnergy-Efficient Computing and Networking (e-Energy), 2023
Diptyaroop Maji
Noman Bashir
David Irwin
Prashant J. Shenoy
R. Sitaraman
112
8
0
13 Aug 2023
Verifiable Sustainability in Data Centers
Verifiable Sustainability in Data CentersIEEE Security and Privacy (S&P), 2023
Syed Rafiul Hussain
Patrick McDaniel
Anshul Gandhi
K. Ghose
Kartik Gopalan
Dongyoon Lee
Yu Liu
Zhen Liu
Shuai Mu
E. Zadok
235
2
0
22 Jul 2023
Carbon-Efficient Neural Architecture Search
Carbon-Efficient Neural Architecture Search
Yiyang Zhao
Tian Guo
231
6
0
09 Jul 2023
Towards Environmentally Equitable AI via Geographical Load Balancing
Towards Environmentally Equitable AI via Geographical Load BalancingEnergy-Efficient Computing and Networking (e-Energy), 2023
Pengfei Li
Jianyi Yang
Adam Wierman
Shaolei Ren
249
23
0
20 Jun 2023
Vessim: A Testbed for Carbon-Aware Applications and Systems
Vessim: A Testbed for Carbon-Aware Applications and Systems
Philipp Wiesner
Ilja Behnke
Paul Kilian
Marvin Steinke
O. Kao
325
3
0
16 Jun 2023
On the Limitations of Carbon-Aware Temporal and Spatial Workload
  Shifting in the Cloud
On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the CloudEuropean Conference on Computer Systems (EuroSys), 2023
Thanathorn Sukprasert
Abel Souza
Noman Bashir
David Irwin
Prashant J. Shenoy
180
50
0
10 Jun 2023
Jointly Managing Electrical and Thermal Energy in Solar- and
  Battery-powered Computer Systems
Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer SystemsEnergy-Efficient Computing and Networking (e-Energy), 2023
Noman Bashir
Yasra Chandio
David Irwin
Fatima M. Anwar
Jeremy Gummeson
Prashant J. Shenoy
195
2
0
01 May 2023
Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models
Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI ModelsCommunications of the ACM (CACM), 2023
Pengfei Li
Jianyi Yang
M. A. Islam
Shaolei Ren
767
151
0
06 Apr 2023
The Online Pause and Resume Problem: Optimal Algorithms and An
  Application to Carbon-Aware Load Shifting
The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load ShiftingProceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), 2023
Adam Lechowicz
Nicolas H. Christianson
Jinhang Zuo
Noman Bashir
Mohammad Hajiesmaili
Adam Wierman
Prashant J. Shenoy
184
29
0
30 Mar 2023
Adapting Datacenter Capacity for Greener Datacenters and Grid
Adapting Datacenter Capacity for Greener Datacenters and GridEnergy-Efficient Computing and Networking (e-Energy), 2023
Liuzixuan Lin
Andrew A. Chien
AI4CE
89
42
0
09 Jan 2023
Carbon Explorer: A Holistic Approach for Designing Carbon Aware
  Datacenters
Carbon Explorer: A Holistic Approach for Designing Carbon Aware DatacentersInternational Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2022
Bilge Acun
Benjamin C. Lee
Fiodar Kazhamiaka
Kiwan Maeng
Manoj Chakkaravarthy
Udit Gupta
David Brooks
Carole-Jean Wu
287
149
0
25 Jan 2022
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