In this #InfoQ article, Lakshmithejaswi Narasannagari explores innovative ways to track carbon footprints throughout the ML systems lifecycle and shares best practices for sustainable model development and deployment.
Dive in: https://bit.ly/3ZdnjL8
#SustainableComputing
Just learned about Kepler. Kepler is an interesting project to measure your energy consumption in a Kubernetes cluster:
Why I Maintain a 17 Year Old ThinkPad
https://pilledtexts.com/why-i-use-a-17-year-old-thinkpad/
#HackerNews #ThinkPad #Nostalgia #TechMaintenance #VintageTech #SustainableComputing
AI model developers should recognize that while training their models consumes vast amounts of resources, they can give back by sharing value with the communities that surround the infrastructure producing these resources.
Agree?
#sustainableai #S12Y #aiinfrastructure #sustainablecomputing #sharingiscaring
AI model developers should work toward using generalized computing architectures rather than specialized ones.
What do you think?
#sustainableai #S12Y #aiinfrastructure #sustainablecomputing
AI model developers should schedule training their data when there is an abundance of renewable energy in the region of their infrastructure.
Agree?
#sustainableai #S12Y #aiinfrastructure #sustainablecomputing
AI model developers should use shared infrastructure for training to promote fair competition and innovation.
Do you agree?
#sustainableai #S12Y #aiinfrastructure #sustainablecomputing #sharingiscaring
Data set providers should label each of the data sets they offer with the total environmental impact as well as local value creation.
Do you agree?
#sustainableai #S12Y #aiinfrastructure #sustainablecomputing
Government should facilitate the environmental impact measurement of AI models.
What do you think?
#sustainableai #S12Y #aiinfrastructure #sustainablecomputing
What does the future hold for #opensource? This #DevConf_CZ theme welcomes emerging topics that are being explored or discussed, with impact still unfolding.🔮
Trending topics from software development, Latest trends from software development or areas such as #microservices, #distributedcomputing, #sustainablecomputing, #Web3, #quantumcomputing. Example of open source #research #collaboration are welcome too!
👉 Submit your proposal today: https://pretalx.devconf.info/devconf-cz-2025/cfp
Government tenders should require transparency on environmental impact and local value creation.
What do you think?
#sustainableai #S12Y #aiinfrastructure #sustainablecomputing #betransparent
Toward sustainable #computing with an energy-efficient memory innovation: SOT-MRAM #MemoryTechnology could replace cache memory in #ComputerArchitecture in the future 👉 https://press.uni-mainz.de/toward-sustainable-computing-energy-efficient-memory-innovation/
@dfg_public
#SustainableComputing #SOTMRAM #SpinOrbitTorque #OrbitalHallEffect #TopDyn #physics
Energy-efficient memory innovation: SOT-MRAM #MemoryTechnology could replace cache memory in #ComputerArchitecture in the future // #SustainableComputing #SOTMRAM #SpinOrbitTorque #OrbitalHallEffect @NatureComms @ERC_Research @HorizonEU #MainzUniversity
https://nachrichten.idw-online.de/2025/02/06/toward-sustainable-computing-energy-efficient-memory-innovation
Governments should develop reporting standards on the environmental impact of AI models.
Do you agree?
#sustainableai #S12Y #aiinfrastructure #sustainablecomputing #responsibleai
Governments should invest in best practice development and research on how to reduce environmental impacts of AI models and strengthen its societal benefits.
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#sustainableai #S12Y #aiinfrastructure #sustainablecomputing #moreresearch
Facilitate or create buyers groups for AI-related ICT equipment.
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#sustainableai #S12Y #aiinfrastructure #sustainablecomputing #bettertogether
Governments should form strategic partnerships to establish the digital resource marketplace and grow it across different geographical regions.
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#sustainableai #S12Y #aiinfrastructure #sustainablecomputing #bettertogether
Regulation should be used to ensure that both the environmental impact and local value creation of AI models must be disclosed.
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#sustainableai #S12Y #aiinfrastructure #sustainablecomputing #staytransparent
Demand for digital resources should be fulfilled by infrastructure providers who are transparent, have sustainable operations, and create local value.
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#sustainableai #S12Y #localnfrastructure #sustainablecomputing #staytransparent
Avoid building new infrastructure for AI – Create an open marketplace instead.
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#sustainableai #S12Y #aiinfrastructure #sustainablecomputing #openmarketplace
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