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CloudSim Plus: A modern, highly extensible and easier-to-use Java 8 Framework for Modeling and Simulation of Cloud Computing Infrastructures and Services

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/*
 * CloudSim Plus: A modern, highly-extensible and easier-to-use Framework for
 * Modeling and Simulation of Cloud Computing Infrastructures and Services.
 * http://cloudsimplus.org
 *
 *     Copyright (C) 2015-2021 Universidade da Beira Interior (UBI, Portugal) and
 *     the Instituto Federal de Educação Ciência e Tecnologia do Tocantins (IFTO, Brazil).
 *
 *     This file is part of CloudSim Plus.
 *
 *     CloudSim Plus is free software: you can redistribute it and/or modify
 *     it under the terms of the GNU General Public License as published by
 *     the Free Software Foundation, either version 3 of the License, or
 *     (at your option) any later version.
 *
 *     CloudSim Plus is distributed in the hope that it will be useful,
 *     but WITHOUT ANY WARRANTY; without even the implied warranty of
 *     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 *     GNU General Public License for more details.
 *
 *     You should have received a copy of the GNU General Public License
 *     along with CloudSim Plus. If not, see .
 */
package org.cloudbus.cloudsim.distributions;

import org.apache.commons.math3.random.RandomGenerator;

import java.util.concurrent.ThreadLocalRandom;

/**
 * A {@link RandomGenerator} that internally uses the {@link ThreadLocalRandom},
 * a very fast Pseudo-Random Number Generator (PRNG)
 * with higher performance than {@link java.util.Random}, mainly in concurrent environments.
 * The {@link ThreadLocalRandom} also has
 * much better performance than PRNGs available in {@link org.apache.commons.math3},
 * despite it probably has worse statistical properties.
 *
 * 

This generator has some drawbacks. * It only generates the seed internally and doesn't allow setting an explicit seed. * Calling the {@code setSeed()} methods will throw an {@link UnsupportedOperationException} * and there is no way to get the generated seed. * This later issue makes it impossible to reproduce a * simulation experiment to verify the generated results if the seed is unknown. *

* *

* Finally, it doesn't allow applying the * Antithetic Variates Technique * in order to try reducing variance of experiments using the generated numbers. * Classes such as {@link UniformDistr} provide such a feature if the * underlying PRNG allows setting a seed. * That is explained because the technique is applied when multiple runs of the same simulation * are executed. * In such scenario, the second half of experiments have to use the seeds from the first half. *

* * @author Manoel Campos da Silva Filho * @since CloudSim Plus 4.3.9 */ public final class JDKThreadLocalRandomGenerator implements RandomGenerator { private static final JDKThreadLocalRandomGenerator instance = new JDKThreadLocalRandomGenerator(); /** * A private constructor to avoid class instantiation. * @see #getInstance() */ private JDKThreadLocalRandomGenerator(){/**/} public static JDKThreadLocalRandomGenerator getInstance(){ return instance; } @Override public void setSeed(final int seed) { throw new UnsupportedOperationException(); } @Override public void setSeed(final int[] seed) { throw new UnsupportedOperationException(); } @Override public void setSeed(final long seed) { throw new UnsupportedOperationException(); } @Override public void nextBytes(final byte[] bytes) { ThreadLocalRandom.current().nextBytes(bytes); } @Override public int nextInt() { return ThreadLocalRandom.current().nextInt(); } @Override public int nextInt(final int bound) { return ThreadLocalRandom.current().nextInt(bound); } @Override public long nextLong() { return ThreadLocalRandom.current().nextLong(); } @Override public boolean nextBoolean() { return ThreadLocalRandom.current().nextBoolean(); } @Override public float nextFloat() { return ThreadLocalRandom.current().nextFloat(); } @Override public double nextDouble() { return ThreadLocalRandom.current().nextDouble(); } @Override public double nextGaussian() { return ThreadLocalRandom.current().nextGaussian(); } }




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