NVIDIA Open Sources KAI Scheduler To Help AI Teams Optimize GPU Utilization

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At KubeCon Europe, NVIDIA announced today that it is open sourcing KAI Scheduler, a GPU-centric Kubernetes scheduler that was originally developed by Run:ai, which NVIDIA acquired last year. Available under the Apache 2.0 license, KAI Scheduler helps its users optimize GPU resource allocations for AI and machine learning workloads in GPU clusters. 

NVIDIA argues that traditional resource schedulers are ill-suited for managing AI workloads because GPU demand can fluctuate quite a lot, with bursty inference workloads and sustained model…



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NVIDIA Open Sources KAI Scheduler To Help AI Teams Optimize GPU Utilization


At KubeCon Europe, NVIDIA announced today that it is open sourcing KAI Scheduler, a GPU-centric Kubernetes scheduler that was originally developed by Run:ai, which NVIDIA acquired last year. Available under the Apache 2.0 license, KAI Scheduler helps its users optimize GPU resource allocations for AI and machine learning workloads in GPU clusters. 

NVIDIA argues that traditional resource schedulers are ill-suited for managing AI workloads because GPU demand can fluctuate quite a lot, with bursty inference workloads and sustained model…



Source link

Disclaimer

We strive to uphold the highest ethical standards in all of our reporting and coverage. We StartupNews.fyi want to be transparent with our readers about any potential conflicts of interest that may arise in our work. It’s possible that some of the investors we feature may have connections to other businesses, including competitors or companies we write about. However, we want to assure our readers that this will not have any impact on the integrity or impartiality of our reporting. We are committed to delivering accurate, unbiased news and information to our audience, and we will continue to uphold our ethics and principles in all of our work. Thank you for your trust and support.

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