Mastering Uncertainty in Performance Estimations of Configurable Software Systems The following numbers represent the median of model fitting times over 5 repetitions in minutes.
Software system
Attribute
T1
T2
T3
7z
Time
4.1
1.8
5.1
Apache
Energy
1.8
1.9
BerkeleyDBC
Time
1.8
1.9
2.1
Dune
Time
1.9
2
4.1
HSQLDB
Energy
1.7
2.9
2.4
Hipacc
Time
2
4.1
15.3
JavaGC
Time
2
3.6
16.7
LLVM
Energy
1.7
1.7
1.9
LLVM
Time
1.8
2
1.9
PSQLDB
Energy
1.7
1.7
1.8
Polly
Time
1.9
2.7
7.8
VP8
Energy
1.7
1.8
2.1
VP9
Time
1.8
3.5
17.5
lrzip
Time
1.9
2.3
3.6
x264
Energy
1.8
2.1
2.3
x264
Time
2.4
1.9
2.2
Software system
Attribute
T1
T2
T3
7z
Time
6.8
3
10.4
Apache
Energy
2.4
3
BerkeleyDBC
Time
2.3
3
3
Dune
Time
2.2
3.3
9.7
HSQLDB
Energy
2
5.3
3.3
Hipacc
Time
2.3
22
58
JavaGC
Time
2.4
9.8
26.2
LLVM
Energy
2
2.2
2.8
LLVM
Time
2.3
2.3
2.3
PSQLDB
Energy
2.6
2.4
2.2
Polly
Time
3.4
7.8
13.7
VP8
Energy
2.9
2.6
7
VP9
Time
3.7
37.5
245.8
lrzip
Time
2.2
2.9
24.6
x264
Energy
2.4
2.7
7
x264
Time
14
2.2
2.9