… sustainable AI in both research and practice? In this paper, we outline our outlook for Green
AI—a more sustainable, energy-efficient and energy-aware ecosystem for developing AI …

… Based on our manual analysis, we suggest that since there is a need for greener dl
frameworks [77], extra information on energy consumption, run-time performance, and minimum …

… are now challenged to provide AI-enabled features to their users, and 2) AI is used to automate
… of adopting environmentally friendly practices to create AI-enabled software systems and …

… of AI models with their energy consumption in a live AI ensemble … Our eld study of Green
AI using an operational AI system … our research’s real-world applicability and signi cance in …

… Design Initiative at Carnegie Mellon University, are pioneering green methodologies… artificial
intelligence. As a stronger foundation of green manufacturing knowledge is built, AI's green …

… Introduction: Protecting our planet starts with ‘I’: The Earth is the only planet where we can …
the earth to save the hope of life in the future. We need to “Go Green’to keep the earth clean” . …

… This section examines a number of notable case studies from throughout the world. These
case studies demonstrate the enormous potential for e- government transformation that …

… AI. We hope the key messages and insights presented in this paper can inspire the
community to advance the field of AI … That is, we need AI to be green and environmentally-sustainable…

… to reduce energy consumption during AI model training, … IS from a Data-centric and Green
AI perspective AI models are … It was observed through real-world AI development that more …

… In a world strongly dependent on energy, the union of AI and sustainability opens up
unprecedented opportunities. The motivation of this article serves as a state of the art, guiding …