Modern data architecture patterns

  • What are data architecture patterns?

    Data architecture patterns are an essential part of building any data-driven application.
    The patterns help you structure your data in a way that makes it easy to manage, process, and analyze..

  • What are the trends in data architecture design?

    One of the most significant trends in data architecture is the shift to cloud-native data platforms, which are designed to take advantage of the scalability, flexibility, and cost-effectiveness of cloud computing..

  • What is the modern data architecture strategy?

    Modern data architecture uses cutting-edge data infrastructure to deliver value at scale, using the latest in cloud computing technologies.
    Designed to enable seamless storage, transformation, and ingestion of big data, modern data architecture has been inspired by advancements in cloud storage and processing..

3 Popular modern data architecture paradigms1. ETL2. ELT3. Data Mesh.
Jul 13, 2023Learn about the common data architecture patterns and models, such as data lake, data warehouse, data hub, data vault, and data mesh,  Missing: modern | Show results with:modern
In this guide, we will compare side-by-side 3 architectural patterns present in modern data architectures and evaluate their pros and cons. Table of contents:.

The 3 Characteristics of A Modern Data Platform

Given the sheer scale and complexity of data today, it’s no longer enough for a modern data platform to process and store data.
It has to move and adapt faster than ever to keep up with the diversity of its data and data users.
There are 3 fundamental characteristics that make a data platform truly “modern”.

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The Key Building Blocks of A Modern Data Platform

Modern data ingestion

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What is modern data architecture?

Modern data architecture uses cutting-edge data infrastructure to deliver value at scale, using the latest in cloud computing technologies.
Designed to enable seamless storage, transformation, and ingestion of big data, modern data architecture has been inspired by advancements in cloud storage and processing.

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Which data architecture should you choose?

More often, the choice in modern data architecture lies in the applications that sit in the cloud.
We can think about two different types of cloud-based applications:

  • Cloud-First and Cloud-Hosted.
    Cloud-hosted:These are basically on-prem services adapted to run in the cloud.

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