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MIT Students Are Searching for Ways AI Data Centers Can Be More Eco-Friendly

The researchers are looking for ways to make GPUs less power-hungry when AI models are being trained.

United statesVijay gadepallyUniversity of california riversideMassachusetts institute of technologyUniversity of texas arlingtonLincoln laboratory supercomputing centerData center photoGetty imagesCare findingMassachusetts instituteCalifornia riversideTexas arlingtonAi modelsData centersI research

New tools are available to help reduce the energy that AI models devour

MIT Lincoln Laboratory's Supercomputing Center has developed tools to reduce data center energy use by power-capping hardware and by improving the efficiency with which models are trained in some cases, their techniques reduce energy use by 80%.

Google deepmindVijay gadepallyDevesh tiwariSiddharth samsiUs airNortheastern universityLincoln laboratory supercomputing centerBaolin li at northeastern universityLaboratory supercomputing centerProfessor devesh tiwariHigh performance parallelMit lincoln laboratoryLincoln laboratory supercomputing centerData center efficiencyNergy aware computingGreen computing

AI s Carbon Emissions Are About to Be a Problem

AI s Carbon Emissions Are About to Be a Problem
theatlantic.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from theatlantic.com Daily Mail and Mail on Sunday newspapers.

United statesFrance generalCity ofUnited kingdomSasha luccioniSam altmanShaolei renGabrielle samuelJonathan koomeyDevesh tiwariDavid pattersonVijay gadepallyKarin verspoorMark dysonKing college londonLincoln laboratory

Taking a magnifying glass to data center operations

Taking a magnifying glass to data center operations
scienceblog.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from scienceblog.com Daily Mail and Mail on Sunday newspapers.

United statesBaolin liVijay gadepallyNeil thompsonSiddharth samsiUs department of defenseArtificial intelligence laboratoryInternational conference for high performance computingProfessor charles leiserson supertech research groupUs airLincoln laboratory supercomputing centerProfessor devesh tiwari at northeastern universityInternational symposium on highLaboratory supercomputing centerHigh performance computer architectureDistributed processing symposium

Taking a magnifying glass to data center operations

The MIT Lincoln Laboratory Supercomputing Center has released a dataset containing more than a million jobs run on its TX-GAIA supercomputer, with the goal of using this data to feed AI research into optimizing data center resources. The team has kicked off the MIT Datacenter Challenge to mobilize this research.

United statesBaolin liVijay gadepallyNeil thompsonSiddharth samsiUs department of defenseArtificial intelligence laboratoryInternational conference for high performance computingProfessor charles leiserson supertech research groupUs airLincoln laboratory supercomputing centerProfessor devesh tiwari at northeastern universityInternational symposium on highLaboratory supercomputing centerHigh performance computer architectureDistributed processing symposium