Let's Wait Awhile: How Temporal Workload Shifting Can Reduce Carbon Emissions in the Cloud

25 October 2021

Papers citing "Let's Wait Awhile: How Temporal Workload Shifting Can Reduce Carbon Emissions in the Cloud"

26 / 26 papers shown

Title
Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers Varatheepan Paramanayakam Andreas Karatzas Dimitrios Stamoulis Iraklis Anagnostopoulos 65 0 0 06 Mar 2025
GreenWhisk: Emission-Aware Computing for Serverless Platform Jayden Serenari Sreekanth Sreekumar Kaiwen Zhao Saurabh Sarkar Stephen Lee 29 1 0 04 Sep 2024
Uncertainty-Aware Decarbonization for Datacenters Amy Li Sihang Liu Yi Ding 34 5 0 02 Jul 2024
GreenFaaS: Maximizing Energy Efficiency of HPC Workloads with FaaS Alok V. Kamatar Valérie Hayot-Sasson Y. Babuji André Bauer Gourav Rattihalli Ninad Hogade D. Milojicic Kyle Chard Ian Foster 21 4 0 25 Jun 2024
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 21 1 0 04 Jun 2024
Towards Cloud Efficiency with Large-scale Workload Characterization Anjaly Parayil Jue Zhang Xiaoting Qin Íñigo Goiri Lexiang Huang Timothy Zhu Chetan Bansal 31 3 0 12 May 2024
LACS: Learning-Augmented Algorithms for Carbon-Aware Resource Scaling with Uncertain Demand Roozbeh Bostandoost Adam Lechowicz Walid A. Hanafy Noman Bashir Prashant J. Shenoy Mohammad Hajiesmaili 32 4 0 29 Mar 2024
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 40 14 0 21 Mar 2024
Chasing Convex Functions with Long-term Constraints Adam Lechowicz Nicolas H. Christianson Bo Sun Noman Bashir Mohammad Hajiesmaili Adam Wierman Prashant J. Shenoy 27 1 0 21 Feb 2024
The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy Diptyaroop Maji Noman Bashir David Irwin Prashant J. Shenoy R. Sitaraman 14 5 0 05 Feb 2024
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 21 6 0 31 Oct 2023
GreenCourier: Carbon-Aware Scheduling for Serverless Functions Mohak Chadha Thandayuthapani Subramanian Eishi Arima Michael Gerndt Martin Schulz Osama Abboud 23 13 0 31 Oct 2023
Carbon-Awareness in CI/CD Henrik Classen Jonas Thierfeldt Julian Tochman-Szewc Philipp Wiesner O. Kao 27 0 0 28 Oct 2023
Carbon Containers: A System-level Facility for Managing Application-level Carbon Emissions John Thiede Noman Bashir David Irwin Prashant J. Shenoy 19 7 0 25 Sep 2023
Lotaru: Locally Predicting Workflow Task Runtimes for Resource Management on Heterogeneous Infrastructures Jonathan Bader Fabian Lehmann L. Thamsen Ulf Leser O. Kao 17 12 0 13 Sep 2023
The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization Walid A. Hanafy Roozbeh Bostandoost Noman Bashir David Irwin Mohammad Hajiesmaili Prashant J. Shenoy 18 13 0 29 Jun 2023
Vessim: A Testbed for Carbon-Aware Applications and Systems Philipp Wiesner Ilja Behnke Paul Kilian Marvin Steinke O. Kao 31 3 0 16 Jun 2023
On the Limitations of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud Thanathorn Sukprasert Abel Souza Noman Bashir David Irwin Prashant J. Shenoy 22 24 0 10 Jun 2023
FedZero: Leveraging Renewable Excess Energy in Federated Learning Philipp Wiesner R. Khalili Dennis Grinwald Pratik Agrawal L. Thamsen O. Kao 24 14 0 24 May 2023
Towards Energy Consumption and Carbon Footprint Testing for AI-driven IoT Services Demetris Trihinas L. Thamsen Jossekin Beilharz Moysis Symeonides 22 13 0 13 Apr 2023
The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting Adam Lechowicz Nicolas H. Christianson Jinhang Zuo Noman Bashir Mohammad Hajiesmaili Adam Wierman Prashant J. Shenoy 26 15 0 30 Mar 2023
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency Walid A. Hanafy Qianlin Liang Noman Bashir David Irwin Prashant J. Shenoy 16 48 0 17 Feb 2023
Ecovisor: A Virtual Energy System for Carbon-Efficient Applications Abel Souza Noman Bashir Jorge R. Murillo Walid A. Hanafy Qianlin Liang David Irwin Prashant J. Shenoy 55 54 0 10 Oct 2022
Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads Philipp Wiesner Dominik Scheinert Thorsten Wittkopp L. Thamsen O. Kao 15 7 0 05 May 2022
Carbon Explorer: A Holistic Approach for Designing Carbon Aware Datacenters Bilge Acun Benjamin C. Lee Fiodar Kazhamiaka Kiwan Maeng Manoj Chakkaravarthy Udit Gupta David Brooks Carole-Jean Wu 19 100 0 25 Jan 2022
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider Mohammad Shahrad Rodrigo Fonseca Íñigo Goiri G. Chaudhry Paul Batum Jason Cooke Eduardo Laureano Colby Tresness M. Russinovich Ricardo Bianchini 89 601 0 06 Mar 2020