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Linux Foundation

Federated Analytics at Scale - Challenges and Solutions

Linux Foundation via YouTube

Overview

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Explore federated analytics at scale in this keynote address by Patricia Florissi, VP & Global CTO for Sales at Dell EMC. Delve into the evolution of artificial intelligence, learning algorithms, and the edge-core/fog-cloud continuum. Examine the challenges of distributed and stranded data, and discover the main hurdles in federated analytics. Learn about the federated computing framework, data addressing, and analytics and learning techniques. Investigate the unique approach of World Wide Herd (WWH) and its virtual data and analytics fabric, inspired by Greek methodology and World Wide Web principles. Gain insights into the future of data analysis and management in a distributed world.

Syllabus

Intro
Artificial intelligence evolution
Learning algorithms
Common denominator
Edge-core/fog-cloud continuum
Data distributed and stranded
Federated analytics main challenges
Federated computing framework
Federated data addressing
Federated analytics and learning
World Wide Herd (WWH) unique approach
Virtual data and analytics fabric
Inspired on Greek methodology
Inspired on WWW principles

Taught by

Linux Foundation

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