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77 symbols 159 edges 15 files 6 documented · 8%

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⨍ Functions 62 ◇ Types & classes 15

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README

A Comparative Study between Heuristic Task Scheduling and Optimization-Based Algorithms in Cloud Computing Environments

Compared Algorithms:

Particle Swarm Optimization (PSO)
Round Robin Algorithm (RR)
Shortest Job First (SJF)
First Come First Serve (FCFS)

Performance Metrics:

Makespan
Average Completion Time
Average Waiting Time

Settings:

Number of VMs: 20 , Homogeneous VMs
Timesharing policy is used for both host-level and task-level
PSO population size= 25 Particles
PSO iterations: 500
PSO objective: minimize(makespan)

Original implementation from: https://github.com/michaelfahmy/cloudsim-task-scheduling

Core symbols most depended-on inside this repo

getCommMatrix

called by 5

src/utils/GenerateMatrices.java

getExecMatrix

called by 5

src/utils/GenerateMatrices.java

createDatacenter

called by 4

src/utils/DatacenterCreator.java

calcMakespan

called by 3

src/PSO/SchedulerFitnessFunction.java

initCostMatrix

called by 1

src/utils/GenerateMatrices.java

readCostMatrix

called by 1

src/utils/GenerateMatrices.java

createVM

called by 1

src/RoundRobin/RoundRobinScheduler.java

createCloudlet

called by 1

src/RoundRobin/RoundRobinScheduler.java

Shape

Method 62

Class 15

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Java100%

Modules by API surface

src/SJF/SJFDatacenterBroker.java9 symbols

src/SJF/SJF_Scheduler.java7 symbols

src/RoundRobin/RoundRobinScheduler.java7 symbols

src/PSO/PSODatacenterBroker.java7 symbols

src/FCFS/FCFS_Scheduler.java7 symbols

src/utils/GenerateMatrices.java6 symbols

src/PSO/PSO_Scheduler.java6 symbols

src/PSO/SchedulerFitnessFunction.java5 symbols

src/PSO/PSO.java5 symbols

src/FCFS/FCFSDatacenterBroker.java5 symbols

src/RoundRobin/RoundRobinDatacenterBroker.java4 symbols

src/PSO/SchedulerParticleUpdate.java3 symbols

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$ claude mcp add Cloudsim-FCFS-SJF-RR-PSO- \
  -- python -m otcore.mcp_server <graph>

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github.com/AtheerAlgherairy/Cloudsim-FCFS-SJF-RR-PSO- @main

A Comparative Study between Heuristic Task Scheduling and Optimization-Based Algorithms in Cloud Computing Environments

Compared Algorithms:

Performance Metrics:

Settings:

Core symbols most depended-on inside this repo

Shape

Languages

Modules by API surface

For agents

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