What is data lake architecture? At its core, a data lake is a storage repository with no set architecture of its own. In order to make the most of its capabilities, it requires a wide range of tools, technologies, and compute engines that help optimize the integration, storage, and ...
Data Lake 是一种存储库,可以按数据本来的原始格式存储大量的数据。 Data Lake 存储经过优化,数据大小规模可以达到数 TB 甚至数 PB。 这些数据通常来自多个不同源,可以包括结构化的、半结构化的或非结构化的数据。 Data Lake 可以帮助你以原始的非转换状态存储一切内容。 此方法不同于传统的数据仓库,后者在引入...
\n Unified data platform architecture for all your data\n \n Lakehouse brings the best of data lake and data warehouse in a single unified data platform\n It’s a single source of truth for data of all types and formats: structured, semi-structured, unstructured,...
The architecture we chose? Microsoft Azure Data Lake. [Explore all the ways that AI is driving Microsoft’s digital transformation.Learn how Microsoft is creating the digital workplace.] Building a modernized HR data estate When data is scattered across disparate systems, it’s difficult...
Data Lake Storage 會使用 Azure 記憶體的基礎結構來建立在 Azure 上建置企業數據湖的基礎。 Data Lake Storage 可以服務數 PB 的資訊,同時維持數百 GB 的輸送量,以便您可以管理大量數據。如需詳細資訊,請參閱下列資源:Data Lake Storage 簡介 教學課程:Data Lake Storage、Azure Databricks 和 Spark...
Microsoft Purview Data Lake architecture | Microsoft Docs" target="_blank">Data governance overview - Azure Databricks | Microsoft Docs Data governance with Profisse and Microsoft Purview Guides Four steps to supercharge your analytics Limitless Analytics with Azure Synapse How four companies drove ...
Azure Data Lake. Use a single data storage platform to optimize costs and protect your data with encryption at rest and advanced threat protection. Azure Synapse Analytics. A limitless analytics service that brings together data integration, enterprise data warehousing, and big data analytics. ...
Azure HDInsight 中的 Apache Spark是 Microsoft 的 Apache Spark 在云中的实现。 HDInsight 中的 Spark 群集与 Azure 存储和 Azure Data Lake Storage 兼容,因此可以使用 HDInsight Spark 群集来处理存储在 Azure 中的数据。 SynapseML(前称为 MMLSpark)是适用于 Apache Spark 的Microsoft机器学习库。 这是一个开...
Microsoft Fabric integrates separate components into a cohesive stack. Instead of relying on different databases or data warehouses, you can centralize data storage with OneLake. AI capabilities are seamlessly embedded within Fabric, eliminating the need for manual integration. With Fabric, you can eas...
Azure Data Lake Store is an enterprise-wide hyper-scale repository for big data analytic workloads. Azure Data Lake enables you to capture data of any size, type, and ingestion speed in one single place for operational and exploratory analytics. To learn more, see Overview of Azure Data Lake...