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Data skew

Also called hot keys, key skew, reducer load imbalance.

Uneven key frequencies that overload a few reducers and stretch the job's makespan.

Uneven key frequencies that overload a few reducers and stretch the job's makespan.

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The build computes these levels from the evidence in the repository. Each row says what the next level needs. Read what the levels mean.

LadderLevelWhat the next level needs
Human proofH0 no proof
  • add a proof in proofs/ (06.5)
LeanL0 no Lean part
  • name a Lean module in the lean field (07)
VisualV0 none
  • add viz/scene.ts or a figure (10)
WritingW0 stub
  • one source with a locator