Add SelfAdjustingScheduling algorithm (#5811)

This commit is contained in:
Hardik Pawar
2024-10-26 12:31:07 +05:30
committed by GitHub
parent 32cb98db01
commit 7a539bc17f
3 changed files with 122 additions and 0 deletions

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@ -539,6 +539,7 @@
* [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)
* [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)
* [SlackTimeScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/SlackTimeScheduling.java)
* [SRTFScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/SRTFScheduling.java)
@ -1136,6 +1137,7 @@
* [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)
* [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)
* [SlackTimeSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/SlackTimeSchedulingTest.java)
* [SRTFSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/SRTFSchedulingTest.java)

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package com.thealgorithms.scheduling;
import java.util.PriorityQueue;
/**
* SelfAdjustingScheduling is an algorithm where tasks dynamically adjust
* their priority based on real-time feedback, such as wait time and CPU usage.
* Tasks that wait longer will automatically increase their priority,
* allowing for better responsiveness and fairness in task handling.
*
* Use Case: Real-time systems that require dynamic prioritization
* of tasks to maintain system responsiveness and fairness.
*
* @author Hardvan
*/
public final class SelfAdjustingScheduling {
private static class Task implements Comparable<Task> {
String name;
int waitTime;
int priority;
Task(String name, int priority) {
this.name = name;
this.waitTime = 0;
this.priority = priority;
}
void incrementWaitTime() {
waitTime++;
priority = priority + waitTime;
}
@Override
public int compareTo(Task other) {
return Integer.compare(this.priority, other.priority);
}
}
private final PriorityQueue<Task> taskQueue;
public SelfAdjustingScheduling() {
taskQueue = new PriorityQueue<>();
}
public void addTask(String name, int priority) {
taskQueue.offer(new Task(name, priority));
}
public String scheduleNext() {
if (taskQueue.isEmpty()) {
return null;
}
Task nextTask = taskQueue.poll();
nextTask.incrementWaitTime();
taskQueue.offer(nextTask);
return nextTask.name;
}
public boolean isEmpty() {
return taskQueue.isEmpty();
}
}

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package com.thealgorithms.scheduling;
import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.junit.jupiter.api.Assertions.assertNull;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.Test;
public class SelfAdjustingSchedulingTest {
private SelfAdjustingScheduling scheduler;
@BeforeEach
public void setup() {
scheduler = new SelfAdjustingScheduling();
}
@Test
public void testAddAndScheduleSingleTask() {
scheduler.addTask("Task1", 5);
assertEquals("Task1", scheduler.scheduleNext());
}
@Test
public void testAddMultipleTasks() {
scheduler.addTask("Task1", 5);
scheduler.addTask("Task2", 1);
scheduler.addTask("Task3", 3);
assertEquals("Task2", scheduler.scheduleNext());
assertEquals("Task2", scheduler.scheduleNext());
assertEquals("Task3", scheduler.scheduleNext());
}
@Test
public void testPriorityAdjustment() {
scheduler.addTask("Task1", 1);
scheduler.addTask("Task2", 1);
scheduler.scheduleNext();
scheduler.scheduleNext();
scheduler.scheduleNext();
assertEquals("Task2", scheduler.scheduleNext());
}
@Test
public void testEmptyScheduler() {
assertNull(scheduler.scheduleNext());
}
@Test
public void testTaskReschedulingAfterWait() {
scheduler.addTask("Task1", 1);
scheduler.addTask("Task2", 2);
scheduler.scheduleNext();
scheduler.scheduleNext();
assertEquals("Task1", scheduler.scheduleNext());
}
}