What is a data lake? - Azure Architecture Center | Microsoft Learn
Sep 16, 2025 · Azure Data Lake Storage combines Azure Blob Storage with data lake capabilities, which provides Apache Hadoop-compatible access, hierarchical namespace capabilities, and …
How to Create a Data Lake in Azure (2025 Edition) — And What’s New …
Aug 7, 2025 · In this post, we’ll walk through the steps to create a Data Lake in Azure and highlight what’s new in data lake tech this year — including Fabric, Delta Lake, and AI-powered data tools. …
Data Lake Architecture - System Design - GeeksforGeeks
Jul 23, 2025 · It covers key components such as data ingestion, storage, processing, and governance to ensure effective management and analysis of large-scale, diverse data sets. What is Data Lake …
The Modern Data Lakehouse: A Deep Dive into Azure Data Lake
Oct 31, 2024 · In the continuing series on the modern data lakehouse, this article focuses on Azure Data Lake Storage Gen2 (ADLS Gen2), a critical component for building a robust lakehouse on Azure.
Azure Data Lake Architecture: Migrating Big Data to The Cloud
Oct 28, 2024 · There are three major Azure Data Lake architecture components: storage, an analytics service, and cluster functionality. Below is the Azure Data Lake architecture diagram, where you can …
The Hitchhiker's Guide to the Data Lake | Azure Storage
As we continue to work with our customers to unlock key insights out of their data using ADLS Gen2, we have identified a few key patterns and considerations that help them effectively utilize ADLS Gen2 in …
Lakehouse reference architectures (download) - Azure Databricks ...
Nov 5, 2025 · This article provides architectural guidance for the lakehouse, covering data sources, ingestion, transformation, querying and processing, serving, analysis, and storage. Each reference …
Data Lake Architecture: Complete Guide to Modern Data Management
Jul 9, 2025 · Modern data lake architectures support both batch and streaming data processing, enabling organizations to handle everything from traditional SQL queries to advanced machine …
What Is Data Lake Architecture? - Coursera
Oct 13, 2025 · When implementing data lake architecture in your company, three platforms you can consider are Amazon Web Services (AWS), Microsoft Azure, and Cloudera. You can pursue various …
Azure Data Lake Capabilities and Architecture - XenonStack
Dec 31, 2024 · Azure Data Lake contains the following components - Data Lake Store – This includes the Data in raw object form with no particular schema type defined. It is based on the Apache …