Denis Trystram
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View article: L’IA générative est-elle soutenable ? Le vrai coût écologique d’un prompt
L’IA générative est-elle soutenable ? Le vrai coût écologique d’un prompt Open
View article: Analysis of the carbon footprint of HPC
Analysis of the carbon footprint of HPC Open
The demand in computing power has never stopped growing over the years. Today, the performance of the most powerful systems exceeds the exascale. Unfortunately, this growth also comes with ever-increasing energy costs, leading to a high ca…
View article: Scheduling With Lightweight Predictions in Power-Constrained HPC Platforms
Scheduling With Lightweight Predictions in Power-Constrained HPC Platforms Open
International audience
View article: FOA-Energy: A Multi-objective Energy-Aware Scheduling Policy for Serverless-based Edge-Cloud Continuum
FOA-Energy: A Multi-objective Energy-Aware Scheduling Policy for Serverless-based Edge-Cloud Continuum Open
International audience
View article: Quiz sur les impacts environnementaux du numérique
Quiz sur les impacts environnementaux du numérique Open
View article: Dissecting the Software-Based Measurement of CPU Energy Consumption: A Comparative Analysis
Dissecting the Software-Based Measurement of CPU Energy Consumption: A Comparative Analysis Open
Every day, we experience the effects of the global warming: extreme weather events, major forest fires, storms, global warming, etc.The scientific community acknowledges that this crisis is a consequence of human activities where Informati…
View article: Green HPC: An analysis of the domain based on Top500
Green HPC: An analysis of the domain based on Top500 Open
The demand in computing power has never stopped growing over the years. Today, the performance of the most powerful systems exceeds the exascale and the number of petascale systems continues to grow. Unfortunately, this growth also goes ha…
View article: Handling Delayed Feedback in Distributed Online Optimization : A Projection-Free Approach
Handling Delayed Feedback in Distributed Online Optimization : A Projection-Free Approach Open
Learning at the edges has become increasingly important as large quantities of data are continually generated locally. Among others, this paradigm requires algorithms that are simple (so that they can be executed by local devices), robust …
View article: Privacy Sensitive Building Monitoring Through Generative Sensors
Privacy Sensitive Building Monitoring Through Generative Sensors Open
View article: Light-Weight Prediction for Improving Energy Consumption in HPC Platforms
Light-Weight Prediction for Improving Energy Consumption in HPC Platforms Open
View article: Handling Delayed Feedback in Distributed Online Optimization: A Projection-Free Approach
Handling Delayed Feedback in Distributed Online Optimization: A Projection-Free Approach Open
View article: A Methodology and a Toolbox to Explore Dataset related to the Environmental Impact of HTTP Requests
A Methodology and a Toolbox to Explore Dataset related to the Environmental Impact of HTTP Requests Open
International audience
View article: Impacts environnementaux de l'IA : quels réels bénéfices ?
Impacts environnementaux de l'IA : quels réels bénéfices ? Open
National audience
View article: Mathematical challenges in scheduling theory
Mathematical challenges in scheduling theory Open
Scheduling is the allocation of resources over time to execute a set of tasks that belong-in most applications-to computational and manufacturing processes.During execution, the tasks compete for required resources.Resources can be of diff…
View article: BuildPred: A Smart Tertiary Building Dataset
BuildPred: A Smart Tertiary Building Dataset Open
Dataset
View article: On limits of Machine Learning techniques in the learning of scheduling policies
On limits of Machine Learning techniques in the learning of scheduling policies Open
This scientific initiation work explores the emerging relationship between managing resources on high-performance computing (HPC) platforms and the use of regression-derived scheduling heuristics to optimize performance. Recent research ha…
View article: Towards an Energy-Aware Multi-objective Scheduling Policy for Server-based Edge-Cloud Continuum
Towards an Energy-Aware Multi-objective Scheduling Policy for Server-based Edge-Cloud Continuum Open
View article: Social and Environmental Effects of Post-COVID-19 Computer Science Virtual Conferencing: The Euro-Par Case
Social and Environmental Effects of Post-COVID-19 Computer Science Virtual Conferencing: The Euro-Par Case Open
Conferencing is one of the main pillars of Computer Science research activity regarding career and networking, with conference publications playing a more prominent role compared to other disciplines. The COVID-19 pandemic forced us to swi…
View article: Towards Container-layer-aware Scheduling Policies for Serverless-based Edge-Cloud Continuum
Towards Container-layer-aware Scheduling Policies for Serverless-based Edge-Cloud Continuum Open
View article: Proposition de document de cadrage Évaluation environnementale de projets impliquant des méthodes d'IA
Proposition de document de cadrage Évaluation environnementale de projets impliquant des méthodes d'IA Open
L'objectif de ce document est de fournir des critères pour l'évaluation des impacts environnementaux des réponses aux appels à projet impliquant des méthodes d'Intelligence Artificielle (IA). Lors de la proposition de ces critères, nous pr…
View article: Environmental assessment of projects involving AI methods
Environmental assessment of projects involving AI methods Open
The objective of this document is to provide criteria for assessing the environmental impacts of responses to calls for projects involving Artificial Intelligence (AI) methods. When proposing these criteria, we take into account, in additi…
View article: Towards a Multi-objective Scheduling Policy for Serverless-based Edge-Cloud Continuum
Towards a Multi-objective Scheduling Policy for Serverless-based Edge-Cloud Continuum Open
The cloud is extended towards the edge to form a computing continuum while managing resources’ heterogeneity. The serverless technology simplified how to build cloud applications and use resources, becoming a driving force in consolidating…
View article: Towards a Multi-objective Scheduling Policy for Serverless-based Edge-Cloud Continuum
Towards a Multi-objective Scheduling Policy for Serverless-based Edge-Cloud Continuum Open
The cloud is extended towards the edge to form a computing continuum while managing resources’ heterogeneity. The serverless technology simplified how to build cloud applications and use resources, becoming a driving force in consolidating…
View article: Towards a Multi-objective Scheduling Policy for Serverless-based Edge-Cloud Continuum
Towards a Multi-objective Scheduling Policy for Serverless-based Edge-Cloud Continuum Open
The cloud is extended towards the edge to form a computing continuum while managing resources’ heterogeneity. The serverless technology simplified how to build cloud applications and use resources, becoming a driving force in consolidating…
View article: An experimental comparison of software-based power meters: focus on CPU and GPU
An experimental comparison of software-based power meters: focus on CPU and GPU Open
International audience
View article: Hybrid Partitioning for Embedded and Distributed CNNs Inference on Edge Devices
Hybrid Partitioning for Embedded and Distributed CNNs Inference on Edge Devices Open
View article: A community-guided discussion about social and environmental effects of post-COVID-19 Computer Science conferencing
A community-guided discussion about social and environmental effects of post-COVID-19 Computer Science conferencing Open
View article: One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization
One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization Open
Decentralized learning has been studied intensively in recent years motivated by its wide applications in the context of federated learning. The majority of previous research focuses on the offline setting in which the objective function i…
View article: Towards a Methodology for the Characterization of IoT Data Sets of the Smart Building Sector
Towards a Methodology for the Characterization of IoT Data Sets of the Smart Building Sector Open
International audience
View article: Evaluating execution time predictions on GPU kernels using an analytical model and machine learning techniques
Evaluating execution time predictions on GPU kernels using an analytical model and machine learning techniques Open