CIS490/docs
Max 4172ddb0c8 docs: request to dashboard side — cap + evict for the KNN scatter
The scene-9 embedding handler appends to a `points` array without
ever capping. The producer republishes its (stable, deterministic)
point set on a cycle so reconnecting browsers eventually see the
scatter; each cycle pushes the same N points again and the in-memory
count grows without bound. Browser slows after ~10 min.

Two complementary fixes proposed:
  A. FIFO cap (1-line change in the handler — fixes the leak today)
  B. embedding_batch event with replace=true (cleaner, pairs with
     the snapshot/sticky-cache request for refresh-time hydration)

Producer side has already reduced cadence as a band-aid (200 pts
every 30 s, was 600 every 5 s) — 18x slower accumulation but still
unbounded.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-08 15:30:45 -05:00
..
images Tier 2: real Alpine VM, real workload, real envelope 2026-04-29 08:38:53 -06:00
architecture.md Synthetic envelope demo: phase-driven load mimic + plotter 2026-04-28 23:53:20 -06:00
dashboard-request-embedding-persistence.md docs: request to dashboard side — persist KNN embeddings on refresh 2026-05-08 13:54:38 -05:00
dashboard-request-knn-cap-evict.md docs: request to dashboard side — cap + evict for the KNN scatter 2026-05-08 15:30:45 -05:00
data-model.md Scaffold project: docs, repo skeleton, transport + deploy design 2026-04-28 23:21:00 -06:00
deploy.md Scaffold project: docs, repo skeleton, transport + deploy design 2026-04-28 23:21:00 -06:00
lab-setup.md Scaffold project: docs, repo skeleton, transport + deploy design 2026-04-28 23:21:00 -06:00
project_brief.md training: self-supervised pretrain + IG XAI + project brief / slide planner 2026-05-08 01:19:41 -05:00
slide_planner.md training: self-supervised pretrain + IG XAI + project brief / slide planner 2026-05-08 01:19:41 -05:00
sources.md Tier 3: msfrpc-driven exploit driver + first module config 2026-04-29 23:11:52 -05:00
threat-model.md Synthetic envelope demo: phase-driven load mimic + plotter 2026-04-28 23:53:20 -06:00
transport.md Scaffold project: docs, repo skeleton, transport + deploy design 2026-04-28 23:21:00 -06:00