SustainML Project
Sustainable Machine Learning
About
Sustainable Machine Learning
SustainML is dedicated to creating a sustainable ML framework for Green AI. By prioritizing energy efficiency, SustainML aims to pave the way for environmentally conscious AI solutions that are both efficient and effective.
Model the requirements of specific ML applications.
Collection of efficient methods and cores as catalogs and libraries of energy-optimized parameterized ML models.
Resource-aware optimization methods based on models from previous objectives.
Promotion of distributed, collaborative learning
Latest News
SustainML News
Dive deep into the world of Sustainable Machine Learning and stay up to date with SustainML´s achievements, events, and more.
SustainML Framework: Enhances Energy Efficiency with DDS Communication Layer
eProsima is committed to fostering a more sustainable future. Leading the SustainML project, eProsima aims to significantly reduce the environmental impact of machine learning (ML) applications, reduc...
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Trustworthy AI Cluster
HORIZON-CLA-2021-HUMAN-01 is the call of the European Commission under which nine projects were funded. During these projects, solid scientific developments will be complemented by tools and processes...
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New Carbon Tracker Release
CarbonTracker has released its latest v1.2.0 version, packed with new features and improvements for carbon monitoring enthusiasts
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Videos
Meet our partners: discover their roles in the SustainML project
Events
SustainML's Latest Events
ARCS 2024. HPC - Challenges for Sustainable Computing
- 15 May 2024
- Location: Potsdam, Germany
- Partner Name: DFKI
- Type: Workshop
- Status: Confirmed
- Organized by: Third Party
37th GI/ITG International Conference on Architecture of Computing Systems
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ROS 2 AI Integration WG
- 26 Sept 2023
- Venue: Online
- Partner Name: eProsima
- Type: Workshop
- Status: Confirmed
Accelerate and improve the energy efficiency of AI applications with UPMEM PIM
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UPMEM's Euro-Par Minisymposium: Unleash the Power of PIM!
- 29 Aug 2023
- Location: Limassol, Cyprus
- Partner Name: UPMEM
- Type: Event
- Status: Confirmed
Don't miss the Minisymposium about Processing-In-Memory Platform hosted by UPMEM on August 29, 2023.
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This project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No 101070408.