CUMULATOR — a tool to quantify and report the carbon footprint of machine learning computations and communication in academia and healthcare
Publications associées (35)
Graph Chatbot
Chattez avec Graph Search
Posez n’importe quelle question sur les cours, conférences, exercices, recherches, actualités, etc. de l’EPFL ou essayez les exemples de questions ci-dessous.
AVERTISSEMENT : Le chatbot Graph n'est pas programmé pour fournir des réponses explicites ou catégoriques à vos questions. Il transforme plutôt vos questions en demandes API qui sont distribuées aux différents services informatiques officiellement administrés par l'EPFL. Son but est uniquement de collecter et de recommander des références pertinentes à des contenus que vous pouvez explorer pour vous aider à répondre à vos questions.
The current climate change is calling for a drastic reduction of energy demand as well as of greenhouse gases. Besides this, cities also need to adapt to face the challenges related to climate change. Cities, with their complex urban texture and fabric, ca ...
This master project takes part in the context of the 2050 Swiss energetic strategy. In order to reduce impacts caused by the climate change, energetic systems need to be planed and have to decrease at maximum its carbon foot print. Aiming to reach this tar ...
Due to its enormous size and capital base, the insurance industry has the potential to play a key role in countering climate change. To this end, the major capital flows associated with its investment and underwriting businesses would need to be redirected ...
How do students learn in MOOCs? This project aims at answering this question by analyzing the activities of thousands of students registered on EPFL Scalaa MOOC hosted by Coursera. With the rapid growth of MOOCs, Education Science has entered the Big Data ...
To reduce CO2 emissions and tackle global warming, an increasing amount of electrical power consumed around the world must be obtained from renewable sources. Among these sources, hydropower has not only the advantage of leaving a very small carbon footpri ...
Greenhouse gas emission inventories form the basis of evidence-based climate change planning across the local, regional, national and international levels. However, the method employed in producing these inventories can greatly influence the final accounts ...
At current emission level, humanity would have used up their remaining carbon footprint budget from now to eternity within four years or less, when compared to the emissions compatible with keeping global warming within a limit of 1.5°C. Therefore, zero ne ...
Paul Scherrer Institute, World Resources Forum2019
Rising level of carbon dioxide (CO2) is a significant contributor to global warming and poses a major concern in modern society and environment. Anthropogenic activities such as fossil fuel combustion, cement production and deforestation are the primary ca ...
The paper presents a project on how to achieve future household consumption already today. The project calculated lifestyle material footprint, developed household-specific roadmaps for halving material footprints by 2030, tested relevant measures towards ...