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Tips for constructing a cloud-based data architecture

Latest reply: Jan 19, 2022 05:05:08 1269 68 55 0 0

When developing, building, and optimizing the benefits of a cloud data architecture, data architects must follow numerous best practices.


  • Begin with a business case


    Often, businesses rush into cloud agreements without first assessing the optimal data architecture for solving a problem. Begin by defining the business use case, then selecting cloud components that correspond with it. This method makes weighing the costs and benefits of cloud migration a lot easier.


  • Experiment and put things to the test


    There are dozens, if not hundreds, of technologies and data architectural patterns to choose from. Don't be afraid to experiment with a variety of possibilities. Testing a fresh idea and shutting it down if it doesn't work out can be pretty inexpensive. Once you've discovered a method that works, stick with it and let it improve over time.


  • Tame unstructured data


    Using cloud data architectures allows you to investigate unstructured data use cases. Unstructured data, such as social media feeds, and semistructured data, such as XML documents and messages, are appropriate for cloud-based data infrastructures.

    Traditional data warehouse platforms for data analysis involve a lot of work to define data cubes and other structures, and cloud-based solutions can assist eliminate that work.


  • Concentrate on data workflows


    Instead of focusing on data management tools and technologies, the ideal strategy for improving data monetization is to concentrate on how a cloud data architecture can optimize data workflows. Adopt measures that can be used to evaluate how cloud services can reduce the time it takes for data analytics applications to run.


  • Cost and data requirements must be balanced


    Costs can quickly spiral out of control when using the cloud. To achieve the most return on cloud resources, you must first establish what data is required by which processes and when.

    Tracking and enforcing usage restrictions is a good way to keep expenditures under control. It's incredibly simple to dump data into infinitely vast storage and forget about it, yet this results in an infinitely high recurrent storage expense.

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Unicef
MVE Created Nov 18, 2021 13:11:07

Good share
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user_4358465
user_4358465 Created Nov 27, 2021 18:48:05 (0) (0)
Thank you for taking the time to review this post.  
nagu
Created Nov 19, 2021 00:27:45

Good one
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user_4358465
user_4358465 Created Nov 27, 2021 18:48:13 (0) (0)
Thank you for taking the time to review this post.  
MahMush
Moderator Author Created Nov 24, 2021 00:58:30

concise and defined
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user_4358465
user_4358465 Created Nov 27, 2021 18:48:21 (0) (0)
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user_4326135
Created Nov 24, 2021 05:25:27

Excellent post! Thank you!
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user_4358465
user_4358465 Created Nov 27, 2021 18:48:28 (0) (0)
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wissal
MVE Created Nov 24, 2021 09:44:39

Interesting sharing
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user_4358465
user_4358465 Created Nov 27, 2021 18:48:35 (0) (0)
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Serges_armel
Serges_armel Reply user_4358465  Created Nov 29, 2021 18:06:13 (0) (0)
You are welcome  
zaheernew
MVE Author Created Nov 24, 2021 10:57:11

Useful Info
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user_4358465
user_4358465 Created Nov 27, 2021 18:48:45 (0) (0)
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umaryaqub
MVE Created Nov 24, 2021 12:36:32

Thanks for sharing
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user_4358465
user_4358465 Created Nov 27, 2021 18:48:52 (0) (0)
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Kevin_Thomas
Created Nov 24, 2021 16:10:28

Excellent share! Keep up the good work!
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user_4358465
user_4358465 Created Nov 27, 2021 18:48:59 (0) (0)
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Faridrami
Created Nov 24, 2021 16:11:24

Excellent post
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user_4358465
user_4358465 Created Nov 27, 2021 18:49:24 (0) (0)
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