{"id":760,"date":"2025-11-05T02:13:18","date_gmt":"2025-11-05T07:13:18","guid":{"rendered":"http:\/\/34.133.94.6\/?p=760"},"modified":"2025-12-22T18:25:07","modified_gmt":"2025-12-22T23:25:07","slug":"big-data-security","status":"publish","type":"post","link":"https:\/\/blog.data-principles.com\/index.php\/2025\/11\/05\/big-data-security\/","title":{"rendered":"Big Data Security"},"content":{"rendered":"\n

By Pete Stiglich<\/em><\/p>\n\n\n\n

Presents security as a vertical concern across the entire big data stack, not an afterthought. It notes that many big data ecosystems rely on maturing NoSQL technologies (e.g., MongoDB, HBase, Cassandra) whose security controls historically lagged mature relational databases. In healthcare contexts, the stakes rise because PHI may be involved. The post emphasizes designing for non-functional requirements\u2014authentication\/authorization, encryption, auditing, segregation of duties, and secure operations\u2014alongside the excitement of scalability and flexibility. The key takeaway is that big data value collapses quickly if security and privacy aren\u2019t engineered end-to-end.<\/p>\n\n\n\n

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Disclaimer<\/strong><\/em> <\/p>\n\n\n\n

Links to third-party articles and resources are provided for informational purposes only. Data Principles, LLC does not claim ownership of, nor imply endorsement by, the referenced organizations.<\/em><\/p>\n\n\n\n

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Pete Stiglich: Trusted Expert in Data Architecture & Modeling<\/strong><\/p>\n\n\n\n

Pete has over 30 years of data architecture, data management, and analytics experience, most of that time as a consultant in industries such as government, finance, healthcare, insurance, and more. He is an industry thought leader in data architecture and data modeling and has developed and taught many courses on these topics. Pete enjoys helping clients solve complex data problems, leveraging proven approaches such as \u201cModeling the business before modeling the solution\u201d which provides a benefit to clients that many IT professionals miss.<\/p>\n<\/div><\/div>\n\n\n\n