Real-Time Data Anonymization the Serverless Way

Explore a Cloud Native Serverless architecture for real-time data anonymization in Edge infrastructures during this conference talk. Learn how to protect privacy in distributed computing workloads without introducing lag using KEDA and Rook. Discover an extension of Ceph supporting AWS SQS compatible APIs and a KEDA external Scaler for Serverless functions to query, pull, and anonymize objects. Examine the lightweight, reliable, and scalable architecture that avoids exposing external endpoints to Serverless functions, reducing potential attack surfaces. Witness a demonstration of an open-source Serverless workflow utilizing object detection AI models to anonymize images produced by Edge workloads. Gain insights into Rook, external message queues, CNF Service Frameworks, CATA Service Framework, and Microshift as building blocks for this innovative solution.

Introduction
Agenda
Data Privacy
Solution Architecture
Building Blocks
Rook
Why do we need something else
Summary
Message Queue
External Message Queue
CNF Service Frameworks
CATA Service Framework
Object Detection
Microshift