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[VSJoin-Exec] Experiment matrix and ablations for three mechanisms #134

Description

@ZeroJustMe

Goal

Build a reproducible experiment matrix to validate all three Chapter 3 ideas.

Experiment Plan

  • Mechanism-I ablation:
    • rebuild period sweep
    • validity filter variants
    • staleness/latency trade-off
  • Mechanism-II ablation:
    • route mode sweep (unicast/budgeted/broadcast)
    • fanout budget sweep
    • dedup overhead accounting
  • Mechanism-III ablation:
    • rebalance period/threshold/cap sweep
    • skew intensity sweep
    • control-plane overhead and stability

Baselines (repo-implemented only)

  • BruteForce
  • IVF
  • HNSW
  • HDR-Tree
  • LSH path
  • ClusteredJoin
  • S3J-style path

Reproducibility Package

  • Config sets under config/
  • Output conventions under test/result/...
  • TSV/CSV summary templates
  • One-command runbook for key figures

Mandatory Test Hook

  • If Join/Join pipeline changed, run ./build/bin/test_join_datasource_modes and archive outputs.

Acceptance Criteria

  • Each Ch5 proposition has matching runnable config and artifact path.

Activity

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