Add ProportionalFairScheduling algorithm (#5812)

This commit is contained in:
Hardik Pawar
2024-10-26 12:34:38 +05:30
committed by GitHub
parent 7a539bc17f
commit ecf4c3768f
3 changed files with 109 additions and 0 deletions

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* [MultiAgentScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/MultiAgentScheduling.java)
* [NonPreemptivePriorityScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/NonPreemptivePriorityScheduling.java)
* [PreemptivePriorityScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/PreemptivePriorityScheduling.java)
* [ProportionalFairScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/ProportionalFairScheduling.java)
* [RRScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/RRScheduling.java)
* [SelfAdjustingScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/SelfAdjustingScheduling.java)
* [SJFScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/SJFScheduling.java)
@ -1136,6 +1137,7 @@
* [MultiAgentSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/MultiAgentSchedulingTest.java)
* [NonPreemptivePrioritySchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/NonPreemptivePrioritySchedulingTest.java)
* [PreemptivePrioritySchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/PreemptivePrioritySchedulingTest.java)
* [ProportionalFairSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/ProportionalFairSchedulingTest.java)
* [RRSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/RRSchedulingTest.java)
* [SelfAdjustingSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/SelfAdjustingSchedulingTest.java)
* [SJFSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/SJFSchedulingTest.java)

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package com.thealgorithms.scheduling;
import java.util.ArrayList;
import java.util.List;
/**
* ProportionalFairScheduling allocates resources to processes based on their
* proportional weight or importance. It aims to balance fairness with
* priority, ensuring that higher-weight processes receive a larger share of resources.
*
* Use Case: Network bandwidth allocation in cellular networks (4G/5G),
* where devices receive a proportional share of bandwidth.
*
* @author Hardvan
*/
public final class ProportionalFairScheduling {
static class Process {
String name;
int weight;
int allocatedResources;
Process(String name, int weight) {
this.name = name;
this.weight = weight;
this.allocatedResources = 0;
}
}
private final List<Process> processes;
public ProportionalFairScheduling() {
processes = new ArrayList<>();
}
public void addProcess(String name, int weight) {
processes.add(new Process(name, weight));
}
public void allocateResources(int totalResources) {
int totalWeight = processes.stream().mapToInt(p -> p.weight).sum();
for (Process process : processes) {
process.allocatedResources = (int) ((double) process.weight / totalWeight * totalResources);
}
}
public List<String> getAllocatedResources() {
List<String> allocation = new ArrayList<>();
for (Process process : processes) {
allocation.add(process.name + ": " + process.allocatedResources);
}
return allocation;
}
}

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package com.thealgorithms.scheduling;
import static org.junit.jupiter.api.Assertions.assertEquals;
import java.util.List;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.Test;
public class ProportionalFairSchedulingTest {
private ProportionalFairScheduling scheduler;
@BeforeEach
public void setup() {
scheduler = new ProportionalFairScheduling();
}
@Test
public void testAllocateResourcesSingleProcess() {
scheduler.addProcess("Process1", 5);
scheduler.allocateResources(100);
List<String> expected = List.of("Process1: 100");
assertEquals(expected, scheduler.getAllocatedResources());
}
@Test
public void testAllocateResourcesMultipleProcesses() {
scheduler.addProcess("Process1", 2);
scheduler.addProcess("Process2", 3);
scheduler.addProcess("Process3", 5);
scheduler.allocateResources(100);
List<String> expected = List.of("Process1: 20", "Process2: 30", "Process3: 50");
assertEquals(expected, scheduler.getAllocatedResources());
}
@Test
public void testAllocateResourcesZeroWeightProcess() {
scheduler.addProcess("Process1", 0);
scheduler.addProcess("Process2", 5);
scheduler.allocateResources(100);
List<String> expected = List.of("Process1: 0", "Process2: 100");
assertEquals(expected, scheduler.getAllocatedResources());
}
@Test
public void testAllocateResourcesEqualWeights() {
scheduler.addProcess("Process1", 1);
scheduler.addProcess("Process2", 1);
scheduler.allocateResources(100);
List<String> expected = List.of("Process1: 50", "Process2: 50");
assertEquals(expected, scheduler.getAllocatedResources());
}
}