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title: Big data analytics on confidential computing
titleSuffix: Azure Example Scenarios
description: Use confidential computing on Kubernetes to run big data analytics with Apache Spark inside confidential containers that are protected by Intel Software Guard Extensions with data from Azure Data Lake and Azure SQL Database.
author: mdrakiburrahman
ms.author: pnp
ms.date: 03/16/2023
ms.topic: example-scenario
ms.service: architecture-center
ms.subservice: example-scenario
ms.custom: fcp
azureCategories:
- analytics
- databases
- containers
- security
products:
- azure-kubernetes-service
- azure-sql-database
- azure-data-lake
name: Big data analytics on confidential computing with Apache Spark on Kubernetes
summary: Use confidential computing on Kubernetes to run big data analytics with Apache Spark inside confidential containers that are protected by Intel Software Guard Extensions with data from Azure Data Lake and Azure SQL Database.