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Batching for Green AI -- An Exploratory Study on Inference

Batching for Green AI -- An Exploratory Study on Inference

21 July 2023
Tim Yarally
Luís Cruz
Daniel Feitosa
June Sallou
A. V. Deursen
ArXiv (abs)PDFHTML

Papers citing "Batching for Green AI -- An Exploratory Study on Inference"

4 / 4 papers shown
Title
Greening AI-enabled Systems with Software Engineering: A Research Agenda for Environmentally Sustainable AI Practices
Greening AI-enabled Systems with Software Engineering: A Research Agenda for Environmentally Sustainable AI Practices
Luís Cruz
J. Fernandes
Maja H. Kirkeby
Silverio Martínez-Fernández
June Sallou
...
Federica Sarro
Raghavendra Selvan
Karthik Vaidhyanathan
Roberto Verdecchia
Ivan P. Yamshchikov
67
0
0
02 Jun 2025
The Impact of Hyperparameters on Large Language Model Inference
  Performance: An Evaluation of vLLM and HuggingFace Pipelines
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines
Agathe Balayn
79
3
0
02 Aug 2024
Green AI: A Preliminary Empirical Study on Energy Consumption in DL
  Models Across Different Runtime Infrastructures
Green AI: A Preliminary Empirical Study on Energy Consumption in DL Models Across Different Runtime Infrastructures
Negar Alizadeh
Fernando Castor
116
13
0
21 Feb 2024
Identifying architectural design decisions for achieving green ML
  serving
Identifying architectural design decisions for achieving green ML serving
Francisco Durán
Silverio Martínez-Fernández
Matias Martinez
Patricia Lago
26
3
0
12 Feb 2024
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