Observe
Normalize latency, queue, cache, workload phase, and topology signals.
23.7%Lower mean P99 latency
vs. static QoS in simulation
vs. static QoS in simulation
46.3%Fewer P99 SLO violation
intervals vs. static QoS
intervals vs. static QoS
129AEGIS upstream
tests passed
tests passed
0Manuscript files
published
published
01 · SYSTEM DESIGN
Predict. authorize.
act with restraint.
PAQO separates learned recommendations from execution authority. Forecasts inform action proposals; deterministic safeguards decide what may reach infrastructure.
Forecast
Estimate multi-horizon P95/P99 latency, congestion probability, and uncertainty.
Authorize
Mask unsafe actions using deterministic capacity, cooldown, and rollback rules.
Execute
Render platform-specific plans for QoS, migration, backup, and CSI policy.
02 · EVIDENCE LEDGER
Every result carries
its boundary.
This site records successful checks, inconclusive scans, and detector failures with equal visibility. A missing result is never presented as a clean result.
VERIFIED129 / 129
Tool integrity
AEGIS v2.4.0 was pinned to source commit dfd6d15…. Its full upstream test suite passed after adding the omitted test-only dependency.
PRIVATELOCAL ONLY
Integrity assessment
Detailed AI, plagiarism, citation, and detector outputs are retained locally for author review and are intentionally excluded from this public site.
BOUNDARYNO RAW TEXT
Publication policy
The manuscript, extracted prose, paragraph-level detector output, and raw scan reports are not published in this repository.
03 · MANUSCRIPT READINESS
IEEE-style,
audited in public.
The source document stays private. Only formatting observations, aggregate evidence, and a cryptographic identity are published.
01
US Letter · portraitStandard conference page geometry retained.
PASS02
Two-column bodySingle-column title block transitions to two-column content.
PASS03
Duplex preparationMirrored inside/outside margins enabled in the proofread copy.
UPDATED04
Reference reviewThirty citations retained; DOI metadata review remains open.
REVIEW