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Explore how EdgeLake, a Linux Foundation Edge project, revolutionizes data processing by bringing queries directly to edge data sources rather than moving all data to the cloud. Learn about this innovative approach that addresses the limitations of traditional cloud architectures including high costs, latency issues, and security concerns as data volumes continue to grow and real-time processing becomes increasingly critical. Discover how EdgeLake enables decentralized data management and local AI/ML processing by eliminating cloud dependencies, optimizing data infrastructure, and reducing operational costs while ensuring real-time decision-making capabilities at the edge. Examine key use cases and witness live demonstrations across industrial automation, smart cities, energy, and telecommunications sectors that showcase how organizations can leverage EdgeLake to unlock the full potential of edge computing. Understand how this project is reshaping the future of distributed data architectures and making edge intelligence more accessible to organizations seeking efficient, cost-effective alternatives to traditional cloud-centric data processing models.
Syllabus
EdgeLake: Extending the Cloud to the Edge – an LF Edge Project - Moshe Shadmon, AnyLog
Taught by
Linux Foundation