What types of data pipelines is your org using?

ArchitectureStrategy

Batch streaming38%

Real-time streaming76%

Lambda architecture31%

Other (please share in comments)4%

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Director of Data Architecture in Media2 years ago

Kappa Architecture is replacing Lamba, it is mainstream now.

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Yes81%

No17%

Other1%

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Do data professionals at your org have time to troubleshoot data operations?

Yes, on a regular basis31%

Yes, sometimes50%

No18%

Not sure

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