DLTCServices
Andorian Air Force · Cyberdefense Operations
ScenarioBASELINE
StatusACTIVE
GPURTX 6000 Blackwell Edition
--:--:--AND
Network Graph · cuGraph
force-directed · livenodes0links0
internal suspicious threat
d3 force · α decay 0.018Threat Map · Andoria
tactical viewtraces000 hot
internal threat
8 bases · AAF jurisdictionAlert Stream
rolling · live0 critical
Top Anomalous IPs
cuML Random Forest · 100 trees · sm_120window60s
IPconnsportsbytes_outscoreclass
RAPIDS · Live Benchmark
vs Pandas/Sklearn baselinesamplemedian
operationgpucpuspeedup
GroupBy 5M rows142 ms4823 ms34×
PageRank 50k nodes89 ms6241 ms70×
RF Train 100 trees412 ms18.94 s46×
FIL Inference 1M31 ms2847 ms92×
cuVS Search k=1018 ms421 ms23×
Average speedup53×
based on NVIDIA RAPIDS 26.04 benchmarks · Blackwell sm_120 · n=5.000
Forest Inference Library
FIL · livemodelRF-100
Throughput
3.214.587events/sec
87%
p500.31 ms
p950.87 ms
p991.42 ms
Processed · last 60s192.875.422
anomalies 2.847 (0.00%)
benign 192.872.575
RandomForest · 100 trees · max_depth 12 · trained on 8.4M events