Java · MIT
gbenletoluwase/privacy-preserving-control-plane
A closed-loop control plane for cloud-native distributed systems: forecast-driven autoscaling, streaming-pipeline recalibration, governed ML model lifecycles, and detection paired with automated recovery. Includes zero-shot multilingual PII redaction at the point of processing.
★ 418
Stars
234 forks · 2 open issues
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Growth · stale
We stopped seeing this repository in its topic's top results, so its star count is frozen at the date it was last read. Subtracting from a frozen number would read as zero growth, which would be false, so no rate is shown.
21.0
Momentum / 100
see the breakdown below
6mo ago
Created
last push 21d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | — — no measurable rate |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 13.4 | last push 21d ago; decays to zero at 180 days |
| Scale | 15 | 7.6 | 418 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 21.0 | capped at 35 because growth is unmeasured |
Detail
| Topics | autoscalingdata-privacydistributed-systemsglinerjavakubernetesmlopsnamed-entity-recognitionobservabilityprivacy-preserving-ml |
| Matched on | Dev Tools (kubernetes) |
| Short window | +0 stars over 7 days = 0.0/day |
| Long window | +62 stars over 24 days = 2.6/day |
| Lifetime average | 2.07 stars/day over 202 days |
| First seen here | 2026-10-12 |
| Last read | 9d ago |