Data Mesh for Dummies (by Michael Kogan)
Michael Kogan
Data Challenges Solver | Partner for your Data Dreams | Enterprise Technology Sales Executive @ Databricks
In this article you will find the summary of my three latest posts regarding data mesh, as I learned in Cloudera's internal enablement.
Of the three modern data architectures, Data Mesh was the most requested topic in the poll I shared
So first to understand is that ???????? ???????? is not a tool ??, platform and not even a technical architecture.
The industry describes it as ???????????????? ??????????, where the data management challenge is seen from the business perspective ??? and the different domains within the business.
Thinking of?#dataasaproduct?(new hashtag just born) which can be equated to a goods or service in the context of Data as Capital ??.
The paradigm is founded on four principles:
1. Domain-oriented ???????????????????????????????? ???? ???????? ????????????????? and architecture;
2. Domain-oriented ???????? ???????????? ???? ?? ??????????????;
3. ????????-?????????? ???????? ????????????????????????????e as a platform to enable autonomous, domain-oriented data teams
4. ?????????????????? ???????????????????? to enable ecosystems and interoperability.”
So, if you threat your data as a product, and want to leave the data ownership and responsibility on the delivery inside different business units does it mean that we are going back to disconnected?#datasilos????
No way!!!
What you need in order to enable a true data mesh architecture is to build a ???????????????????? + ???????????????? + ???????????????????? layer that will:
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?? Allow control all these domains
?? Provide?#dataingestion?between the domains for mutual use cases
?? Allow a unified?#datacatalog?between the domains.
So, how?Cloudera?can help you moving to this direction?
Take a look bellow, all components of required components for data mesh in one print screen...
Where to read more:
Huge appreciation to Christopher Royles who is leading the Data Mesh paradigm adoption in Cloudera
Transformational Sales Leader | Regional VP - UKI | AI, Data & Cloud Innovator | Driving Revenue, Growth & High-Performance Teams
2 年Very well articulated Michael Kogan
Perpetually seeking ways to help others with their life journey, through fun, games and connections.
2 年Thank you Michael. We are all less of a dummie now ;-)
Another great article Michael ??