Tag: BigLake
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Cloud Blog: Google Cloud’s open ecosystem for Apache Iceberg
Source URL: https://cloud.google.com/blog/products/data-analytics/committing-to-apache-iceberg-with-our-ecosystem-partners/ Source: Cloud Blog Title: Google Cloud’s open ecosystem for Apache Iceberg Feedly Summary: AI is transforming data into a strategic asset, driving demand for flexible, integrated, and real-time data architectures. But yesterday’s data tools can’t handle AI’s demand for massive volumes of real-time and multi-modal data. Data lakes, for instance, offer flexibility…
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Cloud Blog: The Dataproc advantage: Advanced Spark features that will transform your analytics and AI
Source URL: https://cloud.google.com/blog/products/data-analytics/why-use-dataproc-for-your-apache-spark-environment/ Source: Cloud Blog Title: The Dataproc advantage: Advanced Spark features that will transform your analytics and AI Feedly Summary: With its exceptional price-performance, Google Cloud’s Dataproc has evolved from a simple, managed open-source software (OSS) service to a powerhouse in Apache Spark and open lakehouses, driving the analytics and AI workloads of…
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Cloud Blog: AI/ML-ready Apache Spark with Dataproc
Source URL: https://cloud.google.com/blog/products/data-analytics/dataproc-features-enable-aiml-ready-apache-spark/ Source: Cloud Blog Title: AI/ML-ready Apache Spark with Dataproc Feedly Summary: Apache Spark is the cornerstone for large-scale data processing, model training, and inference for AI/ML workloads. Yet, the complexities of environment configuration, dependency management, and MLOps integration can slow you down. To accelerate your AI/ML journey, Dataproc now delivers powerful, ML-ready…
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Cloud Blog: Google Cloud Serverless for Apache Spark: high-performance, unified with BigQuery
Source URL: https://cloud.google.com/blog/products/data-analytics/introducing-google-cloud-serverless-for-apache-spark-in-bigquery/ Source: Cloud Blog Title: Google Cloud Serverless for Apache Spark: high-performance, unified with BigQuery Feedly Summary: At Google Cloud, we’re committed to providing the most streamlined, powerful, and cost-effective production- and enterprise-ready serverless Spark experience. To that end, we’re thrilled to announce a significant evolution for Apache Spark on Google Cloud, with…
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Cloud Blog: BigLake evolved: Build open, high-performance, enterprise Iceberg-native lakehouses
Source URL: https://cloud.google.com/blog/products/data-analytics/enhancing-biglake-for-iceberg-lakehouses/ Source: Cloud Blog Title: BigLake evolved: Build open, high-performance, enterprise Iceberg-native lakehouses Feedly Summary: Data management is changing. Enterprises need flexible, open, and interoperable architectures that allow multiple engines to operate on a single copy of data. Apache Iceberg has emerged as the leading open table format, but in real-world deployments, customers…