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Intermediate Time: 2–3 weeks Computer Science

CPU Scheduling Algorithm Simulator

Build an interactive CPU scheduling simulator with Gantt charts, FCFS, SJF, RR, Priority, and MLFQ algorithms.

OSSchedulingFCFSRound RobinPriorityShortest Job First
DifficultyIntermediate
Duration2–3 weeks
Components10 items
Steps3 steps

Introduction

Build an interactive CPU scheduling simulator with Gantt charts, FCFS, SJF, RR, Priority, and MLFQ algorithms. This comprehensive guide covers everything from design through implementation, testing, and deployment.

Theory & Background

FCFS (First Come First Served): sort by arrival time, execute in order, no preemption. Simple but suffers convoy effect (short processes wait for long process ahead). SJF (Shortest Job First): non-preemptive — select shortest burst process from arrived queue. Preemptive SJF (SRTF — Shortest Remaining Time First): on each arrival and CPU cycle, switch to process with smallest remaining burst time. SJF minimizes average waiting time but requires knowledge of burst time (impractical in real OS — estimated using exponential averaging of past bursts).

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Components & Requirements

10 components required for this project.

#ComponentPurposeQty
1Python 3.10+Simulation enginex1
2React + TypeScriptInteractive web-based UIx1
3RechartsGantt chart visualizationx1
4FastAPIScheduling computation backendx1
5pytestAlgorithm correctness testingx1
6PandasResult analysisx1
7Matplotlib (alternative)Gantt chart generationx1
8SQLiteSimulation history storagex1
9DockerContainerized deploymentx1
10Jupyter NotebookAlgorithm exploration and visualizationx1

Step-by-Step Implementation

Follow these 3 steps carefully.

1
FCFS and SJF Scheduling

FCFS (First Come First Served): sort by arrival time, execute in order, no preemption. Simple but suffers convoy effect (short processes wait for long process ahead). SJF (Shortest Job First): non-preemptive — select shortest burst process from arrived queue. Preemptive SJF (SRTF — Shortest Remaining Time First): on each arrival and CPU cycle, switch to process with smallest remaining burst time. SJF minimizes average waiting time but requires knowledge of burst time (impractical in real OS — estimated using exponential averaging of past bursts).

2
Round Robin and Priority Scheduling

Round Robin: maintain circular queue, give each process a time quantum (Q). After Q ms, preempt and add to end of queue. Configure Q: too small → excessive context switching overhead, too large → degrades to FCFS. Priority: select process with highest priority from ready queue. Preemptive variant: if higher-priority process arrives, preempt current. Problem: starvation (low-priority processes never execute). Solution: aging — periodically increase priority of waiting processes.

3
Multi-Level Feedback Queue (MLFQ)

MLFQ (used in macOS, Unix) has multiple queues with different priorities and quantum sizes. Queue 1 (highest priority): quantum=8ms. Queue 2: quantum=16ms. Queue 3 (lowest, FCFS): no preemption. Rules: new processes enter queue 1. If process uses full quantum, demote to lower queue (CPU-bound detected). If process blocks for I/O before quantum expires, stay in same queue (I/O-bound processes kept high priority). Boost: periodically move all processes to queue 1 to prevent starvation.

Code & Implementation

Core code for scheduler.py:

scheduler.py Python

Testing & Troubleshooting

Test CPU Scheduling Algorithm Simulator by verifying each subsystem individually before full integration.

!
Troubleshooting Tips

Verify power voltages, check ground connections, use serial monitor for debug.

Real-World Applications

*Operating systems education tool
*Real-time system design analysis
*Algorithm complexity visualization
*Performance comparison research
*Task scheduling optimization
*Distributed task scheduler design
*Job scheduling in computing clusters
*Process prioritization system design

Extensions & Next Steps

  • Implement I/O burst simulation with blocking and unblocking
  • Add memory allocation simulation (paging, segmentation)
  • Build a multi-core scheduling simulation
  • Implement fair-share group scheduling
  • Add deadline-based scheduling (EDF for real-time systems)

Interactive Playground

Coming Soon

An interactive simulator will be available here — simulate circuits and run code in-browser without hardware.

Frequently Asked Questions

What scheduling algorithm does Linux actually use?
Linux uses the CFS (Completely Fair Scheduler) since kernel 2.6.23. CFS doesn
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