Uses of Interface
org.cloudbus.cloudsim.distributions.StatisticalDistribution
Package
Description
Provides Pseudo-Random Number Generators (PRNG) following several statistical
distributions used by the simulation API.
Provides classes to inject random faults during simulation runtime.
Provides base classes to enable implementing testbeds in a repeatable manner,
allowing a researcher to execute several simulation runs
for a given experiment and collect statistical data using a scientific approach.
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Uses of StatisticalDistribution in org.cloudbus.cloudsim.distributions
Modifier and TypeInterfaceDescriptioninterface
Interface to be implemented by a Pseudo-Random Number Generator (PRNG) that follows a defined statistical continuous distribution.interface
Interface to be implemented by a Pseudo-Random Number Generator (PRNG) that follows a defined statistical discrete distribution.Modifier and TypeClassDescriptionclass
A Pseudo-Random Number Generator following the Exponential distribution.class
A Pseudo-Random Number Generator following the Gamma distribution.class
A Pseudo-Random Number Generator following the Log-normal distribution.class
A Pseudo-Random Number Generator following the Lomax distribution.class
A Pseudo-Random Number Generator following the Normal (Gaussian) distribution.class
A Pseudo-Random Number Generator following the Pareto distribution.class
A Pseudo-Random Number Generator which returns numbers following a Poisson Distribution, modeling the probability of an event to happen a number of times in a given time interval.class
A Pseudo-Random Number Generator (RNG) following the Uniform continuous distribution.class
A Pseudo-Random Number Generator following the Weibull distribution.class
A Pseudo-Random Number Generator following the Zipf distribution.Modifier and TypeMethodDescriptionStatisticalDistribution.setApplyAntitheticVariates
(boolean applyAntitheticVariates) Indicates if the Pseudo-Random Number Generator (RNG) applies the Antithetic Variates Technique in order to reduce variance of experiments using the generated numbers. -
Uses of StatisticalDistribution in org.cloudsimplus.faultinjection
ModifierConstructorDescriptionHostFaultInjection
(Datacenter datacenter, StatisticalDistribution faultArrivalHoursGenerator) Creates a fault injection mechanism for the Hosts of a givenDatacenter
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Uses of StatisticalDistribution in org.cloudsimplus.testbeds
Modifier and TypeMethodDescription<S extends StatisticalDistribution>
SExperimentRunner.createRandomGen
(int experimentIndex, Function<Long, S> randomGenCreator) Uses the providedFunction
to create a pseudo random number generator (PRNG) for a experiment run.