[HN Gopher] The Next Big Challenge for Data Is Organizational
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The Next Big Challenge for Data Is Organizational
Author : kiyanwang
Score : 16 points
Date : 2021-10-30 10:30 UTC (1 days ago)
(HTM) web link (locallyoptimistic.com)
(TXT) w3m dump (locallyoptimistic.com)
| rightbyte wrote:
| I wonder how much money is wasted trying to engineer ourself out
| of the mess left from when the secretaries were fired. There is
| no way to organize data without ongoing work in catalogizing it
| and purge irrelevant items.
| civilized wrote:
| You've got it. My company just got a fancy data catalog and
| while it is helpful, what it's really revealed is the godawful
| mess of 1000x duplicated, completely undocumented tables and
| schemas we have, thanks to decades of neglect and shortcuts.
|
| I've been trying to populate the catalog with a bit more
| explanation of what things are for + data dictionaries, but it
| feels like boiling the ocean.
| iblaine wrote:
| Organizing data is a problem everyone wants to solve until they
| figure out the cost. It's much easier for organizations to throw
| data over the fence and let data engineers fend for themselves
| than it is to get buy-in from the top to organize data closer to
| the source.
|
| There seems to be a lot of hype and hope to organize domains of
| data much like you would products of a business. I just don't see
| it happening today, largely because people in
| engineering/product, upsteam of DE teams, are unwilling to put in
| the effort.
| diob wrote:
| Check out data mesh. It's pretty much supposed to be where the
| next shift is.
| throwawaysea wrote:
| Can you share a good resource on that topic? I found the
| following from a quick search but it all seems a bit too
| abstract to understand for a casual reader. Is there something
| more practical and approachable?
| https://martinfowler.com/articles/data-mesh-principles.html
| politelemon wrote:
| > Error establishing a database connection
|
| That's an older challenge.
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