NextGen Data Platforms - The Data Mesh Architecture and Domain-Driven Design
Data Con LA via YouTube
Overview
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Watch a 44-minute conference talk from Data Con LA 2023 where Disney Streaming Senior Manager Himateja Madala explores the evolution and implementation of data mesh architecture. Learn how domain-driven architecture enables platforms with decentralized access, distributing data ownership across domain teams while maintaining federated governance. Discover key benefits of this architectural approach, including enforcement of data contracts between producers and consumers, improved logical data consistency, efficient master data management, and cost reduction through shared compute resources. Explore essential concepts like data product thinking, domain-oriented data ownership, self-serve functionality, and data governance. Follow the progression from traditional monolithic platforms to modern domain-oriented solutions, understanding core platform requirements, principles, and how federation works in practice. Gain valuable insights into data fabric and real-world learnings from implementing these next-generation data platforms.
Syllabus
Intro
Data Foundation
Evolution of Data Platforms
Embracing Cloud
Monolithic Platform
DomainOriented Platform
Core Platform
Requirements
Principles
Data as a Product
Federated Computational Governance
How a Federation works
Learnings
Questions
Data Fabric
Taught by
Data Con LA