public static IDistribution CreateStandardTimeSampler(StdRandom random)
{
// Unit of time = 1 microsecond, see BurnTester.TimeSamplerFrequency
var dMethod = new NormalDistribution(random, 0, 0.1).ReflectNegatives(); // ~ Method or a few
var dRequest = new NormalDistribution(random, 0, 100_000).ReflectNegatives(); // ~ Request or a few
var dLongLiving = new NormalDistribution(random, 10_000_000, 10_000_000);
var combined = new CombinedDistribution(random,
(0.950, dMethod),
(0.049, dRequest),
(0.001, dLongLiving));
return(combined.TruncateMin(0));
}
public static IDistribution CreateStandardSizeSampler(StdRandom random)
{
// Unit of size = 1 byte
// Small objects: mean = 32B
var dTypical = new NormalDistribution(random, 32, 64);
// Large objects, the actual size is 2^n, i.e. mean = 2KB
var dLarge = new NormalDistribution(random, 11, 1).Transform(x => Math.Pow(2, x));
// Extra large objects, the actual size is 2^n, i.e. mean = 64KB
var dxLarge = new NormalDistribution(random, 16, 1).Transform(x => Math.Pow(2, x));
var combined = new CombinedDistribution(random,
(0.99, dTypical),
(0.0099, dLarge),
(0.0001, dxLarge));
return(combined.TruncateMin(0));
}
