~/talk

Software Quality As It Relates To Data

on YouTube 43m
Talkat PNSQC 2022 · 2022-10-10..10-12· [databases]

speaker

name:Natasha Nicolai
links:none on file

resources

video:https://youtu.be/_P18Bp3O2dk
slides:none on file

summary

Argues that modern data platforms on AWS work if systems are loosely coupled and governed, not monoliths, and gives concrete tooling: S3 as the scalable data lake (claims 11 nines durability, four nines availability), Redshift, Athena, EMR, OpenSearch, Kinesis/MSK, Lake Formation, IAM, GuardDuty and Inspector. Recommends decoupling storage from compute, using serverless for infrequent jobs, applying master data management rules automated with ML, and warns a data lake becomes a swamp without purpose and cataloging.

AI-written summary · about

chapters (9)

  1. 0:00Introduction
  2. 3:51Data lifecycle in software
  3. 8:43Modern data architecture
  4. 15:32Compliance in government data
  5. 19:30Scalable data lakes
  6. 27:31Data access security
  7. 33:28People process technology
  8. 37:54Master data management
  9. 41:09Decoupled architectures

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