Tag: storage solutions
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Cloud Blog: Data loading best practices for AI/ML inference on GKE
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/improve-data-loading-times-for-ml-inference-apps-on-gke/ Source: Cloud Blog Title: Data loading best practices for AI/ML inference on GKE Feedly Summary: As AI models increase in sophistication, there’s increasingly large model data needed to serve them. Loading the models and weights along with necessary frameworks to serve them for inference can add seconds or even minutes of scaling…
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Hacker News: KitOps: Only Standards-Based Packaging and Versioning Tool for AI/ML Projects
Source URL: https://kitops.ml/docs/overview.html Source: Hacker News Title: KitOps: Only Standards-Based Packaging and Versioning Tool for AI/ML Projects Feedly Summary: Comments AI Summary and Description: Yes Summary: KitOps is an innovative open-source project aimed at enhancing collaboration among data scientists, application developers, and Site Reliability Engineers (SREs) in the realm of AI/ML model management. With its…
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The Register: OpenAI’s rapid growth loaded with ‘corner case’ challenges, says Fivetran CEO
Source URL: https://www.theregister.com/2024/10/23/fivetran_ceo_interview/ Source: The Register Title: OpenAI’s rapid growth loaded with ‘corner case’ challenges, says Fivetran CEO Feedly Summary: GenAI poster child is a 100-story-tall baby with simple infrastructure but extreme demands Interview When OpenAI launched GPT-4 in March last year, it was coy about the model’s size and what went into making it.…
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New York Times – Artificial Intelligence : Amazon, Google and Microsoft Are Investing in Nuclear Power
Source URL: https://www.nytimes.com/2024/10/16/business/energy-environment/amazon-google-microsoft-nuclear-energy.html Source: New York Times – Artificial Intelligence Title: Amazon, Google and Microsoft Are Investing in Nuclear Power Feedly Summary: Large technology companies are investing billions of dollars in nuclear energy as an emissions-free source of electricity for artificial intelligence and other businesses. AI Summary and Description: Yes Summary: Technology companies are increasingly…
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Hacker News: A FLOSS platform for data analysis pipelines that you probably haven’t heard of
Source URL: https://arvados.org/technology/ Source: Hacker News Title: A FLOSS platform for data analysis pipelines that you probably haven’t heard of Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text discusses the Arvados architecture, an open-source platform for managing and processing large datasets, highlighting its data storage capabilities, workflow orchestration, and security features.…