Home Machine Learning A Prequel to Knowledge Mesh. My model to justify the existence of… | by Rohan Paithankar | Dec, 2023

A Prequel to Knowledge Mesh. My model to justify the existence of… | by Rohan Paithankar | Dec, 2023

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A Prequel to Knowledge Mesh. My model to justify the existence of… | by Rohan Paithankar | Dec, 2023

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Picture by the writer

If we have a look at this generic stream of information in an organisation utilizing a centralised knowledge structure, we realise that there are 3 contact factors for the info:

  • Knowledge Producers
  • Central Knowledge Staff
  • Knowledge Shoppers

Now let’s ask ourselves just a few questions to start out with:

  • Who manages the info warehouse?
  • Which group responds to knowledge requests?
  • Which group is chargeable for guaranteeing knowledge high quality?
  • Which group is predicted to be the SME for knowledge?

Once I requested these inquiries to a bunch of individuals, I acquired one widespread reply throughout all questions (together with others)— choice B, Central Knowledge Staff.

So we are able to infer that the central knowledge group must:

  • Handle knowledge warehouse
  • Serve knowledge requests
  • Guarantee knowledge high quality
  • Be SMEs for the info within the knowledge warehouse

And the listing goes on.

So what was lacking?

As an enterprise continues to develop, the central knowledge group tends to develop into the bottleneck in gaining actionable insights from knowledge.

Central knowledge groups find yourself having excessive data burden and an ever growing strain of supply.

This builds my case to justify the existence of the decentralised knowledge structure popularly generally known as the Knowledge Mesh.

Knowledge Mesh is a sort of analytical structure however most significantly an working mannequin that shifts the possession of analytical knowledge to groups that almost all intimately know and personal the info — the info producers and shoppers.

This picture reveals a high-level view of the Knowledge Mesh Structure:
https://martinfowler.com/articles/data-monolith-to-mesh/data-mesh.png

I gained’t get into the rules or logical structure of Knowledge Mesh as there are lots of articles on the market that do justice to it. Listed here are just a few of my favorites:

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