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October 11-15
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Thursday, October 14 • 11:55am - 12:30pm
Real-Time Data Anonymization the Serverless Way - Yuval Lifshitz & Huamin Chen, Red Hat

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How do you ensure privacy protection in the far-flung computing workloads that make up many Edge infrastructures? One way is to ensure that personal information is hidden, on the fly, without introducing lag. Seems like a tall order, but it can be done. This talk presents a Cloud Native Serverless architecture to ensure real time data anonymization, using KEDA and Rook. Specifically, we have extended Ceph to support AWS SQS compatible APIs and developed an external Scaler in KEDA to allow Serverless functions to query, pull, and anonymize objects. This architecture is lightweight, reliable, and scalable. More importantly, the queue trigger mechanism in this architecture does not require us to expose external endpoints to Serverless functions that could become additional attack surfaces. This talk will demo an open source Serverless workflow based on the above technologies. It uses object detection AI models to anonymize images that are produced by Edge workloads.
Speakers
avatar for Huamin Chen

Huamin Chen

Senior Principal Software Engineer, Red Hat
Dr. Huamin Chen is a passionate developer at Red Hat' CTO office. He is one of the founding member of Kubernetes SIG Storage, member of Ceph, Knative, and Rook. He previously spoke at KubeCon, OpenStack Summits, ContainerCon and other technical conferences.
avatar for Yuval Lifshitz

Yuval Lifshitz

Principal Software Engineer, Red Hat
I work as a Principal Software Engineer at Red Hat. My current focus is enriching the Ceph ecosystem by adding connectivity between the Rados Object Gateway and external message brokers (Kafka, Knative, RabbitMQ, etc.). Also added Lua scripting into the Rados Object Gateway to allow... Read More →

Real Time Data Anonymization the Serverless Way Yuval Lifshitz Huamin Chen pdf
Thursday October 14, 2021 11:55am - 12:30pm PDT
Concourse Hall 151 + Online
  Serverless