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Optiv Cybersecurity Dictionary Breadcrumb Home Cybersecurity Dictionary Data Lake What is a Data Lake? Data lakes are centralized repositories for storing large amounts of raw data, including system data and data for reporting and advanced analytics. They may contain structured, semi-structured and unstructured data as well as images, audio and video. Data lakes differ from data warehouses in that warehouses employ files-and-folder hierarchies to organize the data stored while the data lake’s flat architecture uses metadata tags to help with searching and identifying relevant information. Most organizations operate both a data lake and a data warehouse, as they serve different needs and this chart from AWS illustrates the ideal uses of the two storage strategies. It’s critical to secure a data lake so it isn’t accessed without authorization or altered for malicous purposes. Image Related Services Big Data & AI Data Protection Software Development Data Fabric Related TermsData ProtectionEncryptionML - Machine LearningAI - Artificial Intelligence Share: Contact Us