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Multi-rank diff + insights #2

@junjzhang

Description

@junjzhang

Side-by-side comparison across ranks of the same run, plus auto-surfaced observations.

Scope

  • Rank-vs-rank timeline overlay / diff view
  • Auto-observations over the run:
    • peak-bytes skew (one rank holding the most memory)
    • allocator stall concentration (pending-free hotspots by rank)
    • leak suspects concentrated on specific ranks
  • Surface findings as a "Insights" panel that cross-links into the existing views.

Notes

The multi-rank data is already parsed in parallel and lives in rankCache — this feature is primarily new views + a comparison/aggregation layer, not new parsing.

Tracked in: #5

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