Streaming Data Mesh: a model for optimizing real-time data services
Data lakes and warehouses have become increasingly fragile, costly, and difficult to maintain as data gets bigger and moves faster. Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overvie...
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| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
[New York]
Ascent Audio
[2024]
|
| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781663735492/?ar |
| Summary: | Data lakes and warehouses have become increasingly fragile, costly, and difficult to maintain as data gets bigger and moves faster. Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overview of data mesh patterns for streaming and real-time data services. Authors Hubert Dulay and Stephen Mooney examine the vast differences between streaming and batch data meshes. Data engineers, architects, data product owners, and those in DevOps and MLOps roles will learn steps for implementing a streaming data mesh, from defining a data domain to building a good data product. Through the course of the book, you'll create a complete self-service data platform and devise a data governance system that enables your mesh to work seamlessly. With this book, you will design a streaming data mesh using Kafka; learn how to identify a domain; build your first data product using self-service tools; apply data governance to the data products you create; learn the differences between synchronous and asynchronous data services; and implement self-services that support decentralized data. |
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| Physical Description: | 1 online resource (1 audio file) |
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| spelling | Dulay, Hubert VerfasserIn aut Streaming Data Mesh a model for optimizing real-time data services Hubert Dulay & Stephen Mooney [New York] Ascent Audio [2024] 1 online resource (1 audio file) Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Machine-generated record Data lakes and warehouses have become increasingly fragile, costly, and difficult to maintain as data gets bigger and moves faster. Data meshes can help your organization decentralize data, giving ownership back to the engineers who produced it. This book provides a concise yet comprehensive overview of data mesh patterns for streaming and real-time data services. Authors Hubert Dulay and Stephen Mooney examine the vast differences between streaming and batch data meshes. Data engineers, architects, data product owners, and those in DevOps and MLOps roles will learn steps for implementing a streaming data mesh, from defining a data domain to building a good data product. Through the course of the book, you'll create a complete self-service data platform and devise a data governance system that enables your mesh to work seamlessly. With this book, you will design a streaming data mesh using Kafka; learn how to identify a domain; build your first data product using self-service tools; apply data governance to the data products you create; learn the differences between synchronous and asynchronous data services; and implement self-services that support decentralized data. Big data Database management Business enterprises Data processing Information technology Management Bases de données ; Gestion Entreprises ; Informatique Technologie de l'information ; Gestion Audiobooks Livres audio Mooney, Stephen VerfasserIn aut |
| spellingShingle | Dulay, Hubert Mooney, Stephen Streaming Data Mesh a model for optimizing real-time data services Big data Database management Business enterprises Data processing Information technology Management Bases de données ; Gestion Entreprises ; Informatique Technologie de l'information ; Gestion Audiobooks Livres audio |
| title | Streaming Data Mesh a model for optimizing real-time data services |
| title_auth | Streaming Data Mesh a model for optimizing real-time data services |
| title_exact_search | Streaming Data Mesh a model for optimizing real-time data services |
| title_full | Streaming Data Mesh a model for optimizing real-time data services Hubert Dulay & Stephen Mooney |
| title_fullStr | Streaming Data Mesh a model for optimizing real-time data services Hubert Dulay & Stephen Mooney |
| title_full_unstemmed | Streaming Data Mesh a model for optimizing real-time data services Hubert Dulay & Stephen Mooney |
| title_short | Streaming Data Mesh |
| title_sort | streaming data mesh a model for optimizing real time data services |
| title_sub | a model for optimizing real-time data services |
| topic | Big data Database management Business enterprises Data processing Information technology Management Bases de données ; Gestion Entreprises ; Informatique Technologie de l'information ; Gestion Audiobooks Livres audio |
| topic_facet | Big data Database management Business enterprises Data processing Information technology Management Bases de données ; Gestion Entreprises ; Informatique Technologie de l'information ; Gestion Audiobooks Livres audio |
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