~/talk

MY AWFUL EX-DATASYSTEMS

Talkat Crunch Conference 2021 · 2021-10-07..10-08· [data-engineering]
slides:none on file

Covers concrete failures and fixes: Flume crashes on 4‑byte UTF‑8 emojis, MongoDB limits and alternatives, Spark hype versus real needs, and a legacy pipeline that read from ~200 DB instances and accumulated over 500 config files then reduced to <20. Describes replacing feedback loops with a single denormalized big blob and tiny metric reporters, making the pipeline deterministic and idempotent, preferring consistency over chasing edge case correctness, and the payoff of simpler systems that are debuggable and reliably runnable locally.

AI-written summary · about

  1. 0:00Start
  2. 7:49Boring Software Needs Love Too
  3. 12:03The Backseat Driver
  4. 15:14The Loser
  5. 21:11You can do better than MongoDB
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