Alexander Spiridonov – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-24T18:32:12Z http://www.open-lab.net/blog/feed/ Alexander Spiridonov <![CDATA[Serverless Distributed Data Processing with Apache Spark and NVIDIA AI on Azure]]> http://www.open-lab.net/blog/?p=103653 2025-07-24T18:32:12Z 2025-07-23T17:30:00Z The process of converting vast libraries of text into numerical representations known as embeddings is essential for generative AI. Various technologies��from...]]>

The process of converting vast libraries of text into numerical representations known as embeddings is essential for generative AI. Various technologies—from semantic search and recommendation engines to retrieval-augmented generation (RAG)—depend on embeddings to transform data so LLMs and other models can understand and process it. Yet generating embeddings for millions or billions of…

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Alexander Spiridonov <![CDATA[Building NVIDIA GPU-Accelerated Pipelines on Azure Synapse Analytics with RAPIDS]]> http://www.open-lab.net/blog/?p=34971 2022-08-21T23:52:19Z 2021-08-03T17:00:00Z Azure recently announced support for NVIDIA��s T4 Tensor Core Graphics Processing Units (GPUs) which are optimized for deploying machine learning inferencing...]]>

Azure recently announced support for NVIDIA’s T4 Tensor Core Graphics Processing Units (GPUs) which are optimized for deploying machine learning inferencing or analytical workloads in a cost-effective manner. With Apache Spark deployments tuned for NVIDIA GPUs, plus pre-installed libraries, Azure Synapse Analytics offers a simple way to leverage GPUs to power a variety of data processing and…

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