Treehouse: A Case For Carbon-Aware Datacenter Software

6 January 2022

Papers citing "Treehouse: A Case For Carbon-Aware Datacenter Software"

23 / 23 papers shown

Title
Serverless Cold Starts and Where to Find Them Artjom Joosen Ahmed Hassan Martin Asenov Rajkarn Singh L. N. Darlow Jianfeng Wang Qiwen Deng Adam Barker 23 4 0 08 Oct 2024
EcoLife: Carbon-Aware Serverless Function Scheduling for Sustainable Computing Yankai Jiang Rohan Basu Roy Baolin Li Devesh Tiwari 35 3 0 03 Sep 2024
Offline Energy-Optimal LLM Serving: Workload-Based Energy Models for LLM Inference on Heterogeneous Systems Grant Wilkins Srinivasan Keshav Richard Mortier 36 5 0 04 Jul 2024
Beyond Efficiency: Scaling AI Sustainably Carole-Jean Wu Bilge Acun Ramya Raghavendra Kim Hazelwood GNN 41 14 0 08 Jun 2024
Carbon-aware Software Services Stefano Forti J. Soldani Antonio Brogi 18 1 0 21 May 2024
The Cost of Garbage Collection for State Machine Replication Zhiying Liang Vahab Jabrayilov Aleksey Charapko Abutalib Aghayev 12 1 0 18 May 2024
Hybrid Heterogeneous Clusters Can Lower the Energy Consumption of LLM Inference Workloads Grant Wilkins Srinivasan Keshav Richard Mortier 27 9 0 25 Apr 2024
A Robust Power Model Training Framework for Cloud Native Runtime Energy Metric Exporter Sunyanan Choochotkaew Chen Wang Huamin Chen Tatsuhiro Chiba Marcelo Amaral Eun Kyung Lee Tamar Eilam 18 0 0 10 Apr 2024
Biodegradable Interactive Materials Zhihan Zhang Mallory Parker Kuotian Liao Jerry Cao Anandghan Waghmare ... Chris Matsumura Serena Eley Eleftheria Roumeli Shwetak N. Patel Vikram Iyer 43 1 0 04 Apr 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 E. Irwin Prashant J. Shenoy 35 14 0 21 Mar 2024
Toward Sustainable GenAI using Generation Directives for Carbon-Friendly Large Language Model Inference Baolin Li Yankai Jiang V. Gadepally Devesh Tiwari 29 15 0 19 Mar 2024
PolyThrottle: Energy-efficient Neural Network Inference on Edge Devices Minghao Yan Hongyi Wang Shivaram Venkataraman 10 0 0 30 Oct 2023
EnergAt: Fine-Grained Energy Attribution for Multi-Tenancy Hongyu Hè Michal Friedman Theodoros Rekatsinas 29 7 0 11 Jul 2023
Towards Environmentally Equitable AI via Geographical Load Balancing Pengfei Li Jianyi Yang Adam Wierman Shaolei Ren 26 8 0 20 Jun 2023
Vessim: A Testbed for Carbon-Aware Applications and Systems Philipp Wiesner Ilja Behnke Paul Kilian Marvin Steinke O. Kao 28 3 0 16 Jun 2023
Memory Disaggregation: Advances and Open Challenges H. Maruf Mosharaf Chowdhury 11 17 0 06 May 2023
Clover: Toward Sustainable AI with Carbon-Aware Machine Learning Inference Service Baolin Li S. Samsi V. Gadepally Devesh Tiwari 15 27 0 19 Apr 2023
Green Federated Learning Ashkan Yousefpour Sheng Guo Ashish Shenoy Sayan Ghosh Pierre Stock Kiwan Maeng Schalk-Willem Kruger Michael G. Rabbat Carole-Jean Wu Ilya Mironov FedML AI4CE 36 10 0 26 Mar 2023
Chasing Low-Carbon Electricity for Practical and Sustainable DNN Training Zhenning Yang Luoxi Meng Jae-Won Chung Mosharaf Chowdhury AI4CE 21 2 0 04 Mar 2023
Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training Jie You Jaehoon Chung Mosharaf Chowdhury 16 74 0 12 Aug 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 11 99 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 79 601 0 06 Mar 2020
Data Centers as Dispatchable Loads to Harness Stranded Power Kibaek Kim Fan Yang Victor M. Zavala Andrew A. Chien 21 71 0 01 Jun 2016