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ResearchFormerly WizWand

Frequency Estimation on CAIDA streaming trace

1.42Entropy Absolute ErrorUCL-sketch
-157.3032914.07841,985.463,056.8416Dec 4, 2024
Updated 7mo ago

Evaluation results

MethodLinks
UCL-sketchMemory=256KB2024.121.42
UCL-sketchMemory=192KB2024.122.82
UCL-sketchMemory=224KB2024.122.9
UCL-sketchMemory=160KB2024.123.12
UCL-sketchMemory=128KB2024.123.39
UCL-sketchMemory=96KB2024.124.51
UCL-sketchMemory=64KB2024.127.54
UCL-sketchMemory=32KB2024.129.68
Learned C-sketchMemory=256KB2024.1229.54
Learned C-sketchMemory=224KB2024.1245.29
CM-sketchMemory=256KB2024.1252.95
Learned C-sketchMemory=192KB2024.1255.93
NitrosketchMemory=256KB2024.1256.25
CM-sketchMemory=224KB2024.1267.45
NitrosketchMemory=224KB2024.1268.26
Learned CM-sketchMemory=256KB2024.1269.13
Learned C-sketchMemory=160KB2024.1271.54
NitrosketchMemory=192KB2024.1282.09
CM-sketchMemory=192KB2024.1289
NitrosketchMemory=160KB2024.12100.44
Elastic SketchMemory=256KB2024.12100.88
C-sketchMemory=256KB2024.12101.58
NitrosketchMemory=128KB2024.12105.86
C-sketchMemory=224KB2024.12120.76
Learned CM-sketchMemory=224KB2024.12121.82
CM-sketchMemory=160KB2024.12122.43
Learned C-sketchMemory=128KB2024.12124.86
NitrosketchMemory=96KB2024.12131.79
Learned CM-sketchMemory=192KB2024.12142.04
Elastic SketchMemory=224KB2024.12146.81
C-sketchMemory=192KB2024.12147.47
Learned CM-sketchMemory=160KB2024.12168.27
UnivMonMemory=256KB2024.12169.14
CM-sketchMemory=128KB2024.12176.97
C-sketchMemory=160KB2024.12185.47
UnivMonMemory=224KB2024.12194.93
NitrosketchMemory=64KB2024.12212.99
Learned CM-sketchMemory=128KB2024.12227.62
C-sketchMemory=128KB2024.12236.29
Elastic SketchMemory=192KB2024.12237.98
UnivMonMemory=192KB2024.12246.48
CM-sketchMemory=96KB2024.12284.8
UnivMonMemory=160KB2024.12291.04
Learned C-sketchMemory=96KB2024.12341.08
Learned C-sketchMemory=64KB2024.12380.76
C-sketchMemory=96KB2024.12385.78
Learned CM-sketchMemory=96KB2024.12394.74
UnivMonMemory=96KB2024.12429.74
Elastic SketchMemory=160KB2024.12455.09
Elastic SketchMemory=128KB2024.12490.86
NitrosketchMemory=32KB2024.12510.67
CM-sketchMemory=64KB2024.12543.85
C-sketchMemory=64KB2024.12550.84
UnivMonMemory=128KB2024.12557.75
UnivMonMemory=64KB2024.12571.56
Elastic SketchMemory=96KB2024.12774.28
Learned CM-sketchMemory=64KB2024.12806.84
Learned C-sketchMemory=32KB2024.121,042.73
UnivMonMemory=32KB2024.121,196.32
C-sketchMemory=32KB2024.121,252.46
Elastic SketchMemory=64KB2024.121,459.49
CM-sketchMemory=32KB2024.121,550.48
Learned CM-sketchMemory=32KB2024.122,475.28
Elastic SketchMemory=32KB2024.123,969.5