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on
1
intro
2
overview of key concepts
3
understanding the data divide
4
operational vs analytical data planes
5
challenges in data movement
6
introduction to data gravity
7
the streaming plane explained
8
synchronous vs asynchronous data serving
9
data locality and replication
10
materialized views and query optimization
11
balancing push and pull queries
12
global replication and local consumption
13
streaming data catalog and governance
14
conclusion and summary
Description:
Explore the concept of the streaming plane in platform engineering through this conference talk by Hubert Dulay at Conf42 Platform Engineering 2024. Delve into key concepts including the data divide, operational and analytical data planes, and data gravity. Learn about synchronous vs asynchronous data serving, data locality and replication, materialized views, and query optimization. Discover strategies for balancing push and pull queries, implementing global replication with local consumption, and managing streaming data catalogs and governance. Gain insights into overcoming challenges in data movement and optimizing data flow within modern platform architectures.

The Streaming Plane - Bridging Operational and Analytical Data

Conf42
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