Excited to announce the General Availability of Databricks Predictive Optimization. Intelligently optimize your table data layouts for faster queries and reduced storage costs. Our AI model takes your organization's query patterns, and combines them with factors such as data layout, table properties, and performance characteristics, to determine the most impactful optimizations to run. Predictive Optimization also automatically learns and adjusts to your data usage patterns. The intelligence engine learns from your organization's usage over time. It ensures that your data is always stored in the most efficient layout, translating to cost savings and performance gains without the need for continuous manual intervention.
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Predictive Optimization is on GA!!, Predictive Optimization uses AI to automatically optimize data layouts in Delta Lake tables for improved performance and cost savings. Some key benefits of Predictive Optimization: - Intelligently determines which tables to optimize and what optimizations to run based on usage patterns - Automatically runs OPTIMIZE and VACUUM operations on serverless infrastructure -Customers have seen 2x query performance improvements and 50% storage cost reductions -Eliminates the need to manually manage optimization pipelines Predictive Optimization is a game-changer for data teams, providing intelligent, automated data layout optimizations that significantly improve query performance and reduce storage costs with no manual effort required. It's a key capability of the Databricks Lakehouse Platform.
Announcing General Availability of Predictive Optimization
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🌟 Big shoutout to the team behind Databricks Predictive Optimization! 🌟 I’m incredibly impressed by this innovative feature that uses AI and Unity Catalog to automate data layout optimizations. The benefits are substantial: - Up to 2x faster query performance - 50% reduction in storage costs - Hands-free serverless operations Early adopters have already seen significant improvements in efficiency and cost savings. This is a game-changer for data management! #DataInnovation #AI #DataOptimization #TechInnovation #BigData #PredictiveOptimization
Announcing General Availability of Predictive Optimization
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Two developers walk into a bar; a user walks out with a configuration headache. 😅 🧩 I'm a staunch believer in the power of simplicity. Simplify too much, and you risk losing important details. Simplify too little, and you create complexity for users. Striking the right balance is key to effective data management and operational efficiency. Predictive Optimization exemplifies this balance by automatically managing complex data operations, thereby enhancing performance and reducing user burden. ✨ With Predictive Optimization now generally available, we ensure your data systems run smoothly without the hassle of manual configurations. This service intelligently identifies and performs necessary maintenance, allowing you to focus on what truly matters. We are super excited about this direction as this will mark the future of Data Warehousing: leveraging AI to optimize data layouts and enhance query performance. Benefits of Predictive Optimization: - Enhanced Performance 🚀 - Reduced Manual Effort 🔧 - Increased Efficiency 📈 - Seamless User Experience 😊 I am proud of my team for their dedication and hard work in making this possible. A big thank you to our partners for their support and to our customers for their invaluable feedback, helping us reach this milestone. 🙏 Together, we maintain simplicity without sacrificing detail, leading to more efficient operations and happier users. Checkout this blog for more details: https://lnkd.in/gYCgAm5R #Databricks #data #delta #ai
Announcing General Availability of Predictive Optimization
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🚀 Introducing Databricks Lakehouse Lakeflow! 🚀 Databricks has launched Lakeflow, a unified and intelligent solution designed to streamline data management across the enterprise. With Lakeflow, organizations can: -Simplify complex data workflows -Automate data orchestration -Accelerate the delivery of insights from structured and unstructured data This solution empowers businesses to unlock the full potential of their data and drive innovation at scale. Learn more about Lakeflow: https://lnkd.in/gTRciaXi Ready to harness these innovations for your business? https://lnkd.in/gGQEdAFB #Databricks #Lakehouse #Lakeflow #DataInnovation #DataOrchestration #DataManagement #AI #BigData
Introducing Databricks LakeFlow: A Unified, Intelligent Solution for Data Engineering
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Data lakehouses: Fueling innovation with machine learning Explore the evolution from data warehouses to data lakes to date lakehouses and understand how they fit into the evolving landscape of data management for advanced analytics and AI workloads. https://lnkd.in/dV7JphFt
Data lakehouses: Fueling innovation with machine learning
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Databricks and are reshaping the data management landscape to deliver intelligent solutions for enterprise AI applications. AI-powered data management is critical for organizations that want to advance their GenAI journey. One of the biggest value drivers of AI-powered data management is accelerated pipeline development, helping organizations democratize data access and supercharge productivity. Learn more.
Intelligent Data Engineering for Enterprise AI with Databricks and Informatica
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Databricks and are reshaping the data management landscape to deliver intelligent solutions for enterprise AI applications. AI-powered data management is critical for organizations that want to advance their GenAI journey. One of the biggest value drivers of AI-powered data management is accelerated pipeline development, helping organizations democratize data access and supercharge productivity. Learn more.
Intelligent Data Engineering for Enterprise AI with Databricks and Informatica
databricks.com
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Databricks and are reshaping the data management landscape to deliver intelligent solutions for enterprise AI applications. AI-powered data management is critical for organizations that want to advance their GenAI journey. One of the biggest value drivers of AI-powered data management is accelerated pipeline development, helping organizations democratize data access and supercharge productivity. Learn more.
Intelligent Data Engineering for Enterprise AI with Databricks and Informatica
databricks.com
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This is exactly what AI should do :) We are excited to announce the General Availability of Databricks Predictive Optimization. Intelligently optimize your table data layouts for faster queries and reduced storage costs.
Announcing General Availability of Predictive Optimization
databricks.com
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Right on time for Data and AI Summit, here's some great news: Predictive Optimization is now generally available. This feature takes all the burden of table maintenance off your back. And it does it more efficiently and timely, saving you time (doing manual labor), and money (wasted storage that isn't VACUUMed, and queries that are needlessly slow). And instead your tables are always nicely optimized and efficient. I'd say $HOLIDAY_OF_CHOICE has come early this year. #databricks #deltalake
Announcing General Availability of Predictive Optimization
databricks.com
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