mirror of
https://github.com/TheAlgorithms/Java.git
synced 2025-07-07 09:45:04 +08:00
Add MLFQ Scheduler (#5575)
This commit is contained in:
@ -42,6 +42,7 @@
|
|||||||
* [AES](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/AES.java)
|
* [AES](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/AES.java)
|
||||||
* [AESEncryption](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/AESEncryption.java)
|
* [AESEncryption](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/AESEncryption.java)
|
||||||
* [AffineCipher](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/AffineCipher.java)
|
* [AffineCipher](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/AffineCipher.java)
|
||||||
|
* [Autokey](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/Autokey.java)
|
||||||
* [Blowfish](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/Blowfish.java)
|
* [Blowfish](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/Blowfish.java)
|
||||||
* [Caesar](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/Caesar.java)
|
* [Caesar](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/Caesar.java)
|
||||||
* [ColumnarTranspositionCipher](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/ColumnarTranspositionCipher.java)
|
* [ColumnarTranspositionCipher](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/ciphers/ColumnarTranspositionCipher.java)
|
||||||
@ -203,6 +204,7 @@
|
|||||||
* [SameTreesCheck](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/SameTreesCheck.java)
|
* [SameTreesCheck](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/SameTreesCheck.java)
|
||||||
* [SegmentTree](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/SegmentTree.java)
|
* [SegmentTree](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/SegmentTree.java)
|
||||||
* [SplayTree](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/SplayTree.java)
|
* [SplayTree](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/SplayTree.java)
|
||||||
|
* [Treap](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/Treap.java)
|
||||||
* [TreeRandomNode](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/TreeRandomNode.java)
|
* [TreeRandomNode](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/TreeRandomNode.java)
|
||||||
* [TrieImp](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/TrieImp.java)
|
* [TrieImp](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/TrieImp.java)
|
||||||
* [VerticalOrderTraversal](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/VerticalOrderTraversal.java)
|
* [VerticalOrderTraversal](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/datastructures/trees/VerticalOrderTraversal.java)
|
||||||
@ -457,6 +459,7 @@
|
|||||||
* [GenerateSubsets](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/Recursion/GenerateSubsets.java)
|
* [GenerateSubsets](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/Recursion/GenerateSubsets.java)
|
||||||
* scheduling
|
* scheduling
|
||||||
* [FCFSScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/FCFSScheduling.java)
|
* [FCFSScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/FCFSScheduling.java)
|
||||||
|
* [MLFQScheduler](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/MLFQScheduler.java)
|
||||||
* [PreemptivePriorityScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/PreemptivePriorityScheduling.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)
|
* [RRScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/RRScheduling.java)
|
||||||
* [SJFScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/SJFScheduling.java)
|
* [SJFScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/SJFScheduling.java)
|
||||||
@ -618,6 +621,7 @@
|
|||||||
* ciphers
|
* ciphers
|
||||||
* a5
|
* a5
|
||||||
* [LFSRTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/ciphers/a5/LFSRTest.java)
|
* [LFSRTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/ciphers/a5/LFSRTest.java)
|
||||||
|
* [AutokeyTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/ciphers/AutokeyTest.java)
|
||||||
* [BlowfishTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/ciphers/BlowfishTest.java)
|
* [BlowfishTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/ciphers/BlowfishTest.java)
|
||||||
* [CaesarTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/ciphers/CaesarTest.java)
|
* [CaesarTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/ciphers/CaesarTest.java)
|
||||||
* [DESTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/ciphers/DESTest.java)
|
* [DESTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/ciphers/DESTest.java)
|
||||||
@ -728,6 +732,7 @@
|
|||||||
* [PreOrderTraversalTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/PreOrderTraversalTest.java)
|
* [PreOrderTraversalTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/PreOrderTraversalTest.java)
|
||||||
* [SameTreesCheckTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/SameTreesCheckTest.java)
|
* [SameTreesCheckTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/SameTreesCheckTest.java)
|
||||||
* [SplayTreeTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/SplayTreeTest.java)
|
* [SplayTreeTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/SplayTreeTest.java)
|
||||||
|
* [TreapTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/TreapTest.java)
|
||||||
* [TreeTestUtils](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/TreeTestUtils.java)
|
* [TreeTestUtils](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/TreeTestUtils.java)
|
||||||
* [TrieImpTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/TrieImpTest.java)
|
* [TrieImpTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/TrieImpTest.java)
|
||||||
* [VerticalOrderTraversalTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/VerticalOrderTraversalTest.java)
|
* [VerticalOrderTraversalTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/trees/VerticalOrderTraversalTest.java)
|
||||||
@ -911,6 +916,7 @@
|
|||||||
* [GenerateSubsetsTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/Recursion/GenerateSubsetsTest.java)
|
* [GenerateSubsetsTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/Recursion/GenerateSubsetsTest.java)
|
||||||
* scheduling
|
* scheduling
|
||||||
* [FCFSSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/FCFSSchedulingTest.java)
|
* [FCFSSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/FCFSSchedulingTest.java)
|
||||||
|
* [MLFQSchedulerTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/MLFQSchedulerTest.java)
|
||||||
* [PreemptivePrioritySchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/PreemptivePrioritySchedulingTest.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)
|
* [RRSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/RRSchedulingTest.java)
|
||||||
* [SJFSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/SJFSchedulingTest.java)
|
* [SJFSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/SJFSchedulingTest.java)
|
||||||
|
148
src/main/java/com/thealgorithms/scheduling/MLFQScheduler.java
Normal file
148
src/main/java/com/thealgorithms/scheduling/MLFQScheduler.java
Normal file
@ -0,0 +1,148 @@
|
|||||||
|
package com.thealgorithms.scheduling;
|
||||||
|
|
||||||
|
import java.util.ArrayList;
|
||||||
|
import java.util.LinkedList;
|
||||||
|
import java.util.List;
|
||||||
|
import java.util.Queue;
|
||||||
|
|
||||||
|
/**
|
||||||
|
* The Multi-Level Feedback Queue (MLFQ) Scheduler class.
|
||||||
|
* This class simulates scheduling using multiple queues, where processes move
|
||||||
|
* between queues depending on their CPU burst behavior.
|
||||||
|
*/
|
||||||
|
public class MLFQScheduler {
|
||||||
|
private List<Queue<Process>> queues; // Multi-level feedback queues
|
||||||
|
private int[] timeQuantum; // Time quantum for each queue level
|
||||||
|
private int currentTime; // Current time in the system
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Constructor to initialize the MLFQ scheduler with the specified number of
|
||||||
|
* levels and their corresponding time quantums.
|
||||||
|
*
|
||||||
|
* @param levels Number of queues (priority levels)
|
||||||
|
* @param timeQuantums Time quantum for each queue level
|
||||||
|
*/
|
||||||
|
public MLFQScheduler(int levels, int[] timeQuantums) {
|
||||||
|
queues = new ArrayList<>(levels);
|
||||||
|
for (int i = 0; i < levels; i++) {
|
||||||
|
queues.add(new LinkedList<>());
|
||||||
|
}
|
||||||
|
timeQuantum = timeQuantums;
|
||||||
|
currentTime = 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Adds a new process to the highest priority queue (queue 0).
|
||||||
|
*
|
||||||
|
* @param p The process to be added to the scheduler
|
||||||
|
*/
|
||||||
|
public void addProcess(Process p) {
|
||||||
|
queues.get(0).add(p);
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Executes the scheduling process by running the processes in all queues,
|
||||||
|
* promoting or demoting them based on their completion status and behavior.
|
||||||
|
* The process continues until all queues are empty.
|
||||||
|
*/
|
||||||
|
public void run() {
|
||||||
|
while (!allQueuesEmpty()) {
|
||||||
|
for (int i = 0; i < queues.size(); i++) {
|
||||||
|
Queue<Process> queue = queues.get(i);
|
||||||
|
if (!queue.isEmpty()) {
|
||||||
|
Process p = queue.poll();
|
||||||
|
int quantum = timeQuantum[i];
|
||||||
|
|
||||||
|
// Execute the process for the minimum of the time quantum or the remaining time
|
||||||
|
int timeSlice = Math.min(quantum, p.remainingTime);
|
||||||
|
p.execute(timeSlice);
|
||||||
|
currentTime += timeSlice; // Update the system's current time
|
||||||
|
|
||||||
|
if (p.isFinished()) {
|
||||||
|
System.out.println("Process " + p.pid + " finished at time " + currentTime);
|
||||||
|
} else {
|
||||||
|
if (i < queues.size() - 1) {
|
||||||
|
p.priority++; // Demote the process to the next lower priority queue
|
||||||
|
queues.get(i + 1).add(p); // Add to the next queue level
|
||||||
|
} else {
|
||||||
|
queue.add(p); // Stay in the same queue if it's the last level
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Helper function to check if all the queues are empty (i.e., no process is
|
||||||
|
* left to execute).
|
||||||
|
*
|
||||||
|
* @return true if all queues are empty, otherwise false
|
||||||
|
*/
|
||||||
|
private boolean allQueuesEmpty() {
|
||||||
|
for (Queue<Process> queue : queues) {
|
||||||
|
if (!queue.isEmpty()) {
|
||||||
|
return false;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Retrieves the current time of the scheduler, which reflects the total time
|
||||||
|
* elapsed during the execution of all processes.
|
||||||
|
*
|
||||||
|
* @return The current time in the system
|
||||||
|
*/
|
||||||
|
public int getCurrentTime() {
|
||||||
|
return currentTime;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Represents a process in the Multi-Level Feedback Queue (MLFQ) scheduling
|
||||||
|
* algorithm.
|
||||||
|
*/
|
||||||
|
class Process {
|
||||||
|
int pid;
|
||||||
|
int burstTime;
|
||||||
|
int remainingTime;
|
||||||
|
int arrivalTime;
|
||||||
|
int priority;
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Constructor to initialize a new process.
|
||||||
|
*
|
||||||
|
* @param pid Process ID
|
||||||
|
* @param burstTime CPU Burst Time (time required for the process)
|
||||||
|
* @param arrivalTime Arrival time of the process
|
||||||
|
*/
|
||||||
|
Process(int pid, int burstTime, int arrivalTime) {
|
||||||
|
this.pid = pid;
|
||||||
|
this.burstTime = burstTime;
|
||||||
|
this.remainingTime = burstTime;
|
||||||
|
this.arrivalTime = arrivalTime;
|
||||||
|
this.priority = 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Executes the process for a given time slice.
|
||||||
|
*
|
||||||
|
* @param timeSlice The amount of time the process is executed
|
||||||
|
*/
|
||||||
|
public void execute(int timeSlice) {
|
||||||
|
remainingTime -= timeSlice;
|
||||||
|
if (remainingTime < 0) {
|
||||||
|
remainingTime = 0;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Checks if the process has finished execution.
|
||||||
|
*
|
||||||
|
* @return true if the process is finished, otherwise false
|
||||||
|
*/
|
||||||
|
public boolean isFinished() {
|
||||||
|
return remainingTime == 0;
|
||||||
|
}
|
||||||
|
}
|
@ -0,0 +1,46 @@
|
|||||||
|
package com.thealgorithms.scheduling;
|
||||||
|
|
||||||
|
import static org.junit.jupiter.api.Assertions.assertEquals;
|
||||||
|
|
||||||
|
import org.junit.jupiter.api.Test;
|
||||||
|
|
||||||
|
public class MLFQSchedulerTest {
|
||||||
|
|
||||||
|
@Test
|
||||||
|
void testMLFQScheduling() {
|
||||||
|
// Create MLFQ Scheduler with 3 levels and time quantum for each level
|
||||||
|
int[] timeQuantums = {4, 8, 12}; // Example of different quantum for each queue
|
||||||
|
MLFQScheduler scheduler = new MLFQScheduler(3, timeQuantums);
|
||||||
|
|
||||||
|
// Add processes to the scheduler
|
||||||
|
scheduler.addProcess(new Process(1, 10, 0)); // pid=1, burstTime=10, arrivalTime=0
|
||||||
|
scheduler.addProcess(new Process(2, 15, 0)); // pid=2, burstTime=15, arrivalTime=0
|
||||||
|
scheduler.addProcess(new Process(3, 25, 0)); // pid=3, burstTime=25, arrivalTime=0
|
||||||
|
|
||||||
|
// Run the scheduler
|
||||||
|
scheduler.run();
|
||||||
|
|
||||||
|
// Check current time after all processes are finished
|
||||||
|
assertEquals(50, scheduler.getCurrentTime());
|
||||||
|
}
|
||||||
|
|
||||||
|
@Test
|
||||||
|
void testProcessCompletionOrder() {
|
||||||
|
int[] timeQuantums = {3, 6, 9};
|
||||||
|
MLFQScheduler scheduler = new MLFQScheduler(3, timeQuantums);
|
||||||
|
|
||||||
|
Process p1 = new Process(1, 10, 0);
|
||||||
|
Process p2 = new Process(2, 5, 0);
|
||||||
|
Process p3 = new Process(3, 20, 0);
|
||||||
|
|
||||||
|
scheduler.addProcess(p1);
|
||||||
|
scheduler.addProcess(p2);
|
||||||
|
scheduler.addProcess(p3);
|
||||||
|
|
||||||
|
scheduler.run();
|
||||||
|
|
||||||
|
// After running, current time should match the total burst time for all
|
||||||
|
// processes
|
||||||
|
assertEquals(35, scheduler.getCurrentTime());
|
||||||
|
}
|
||||||
|
}
|
Reference in New Issue
Block a user