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A CloudSim example using a VmAllocationPolicy and DatacenterBroker based in Round-Robin policy.
package org.cloudbus.cloudsim.examples;
import java.text.DecimalFormat;
import java.util.ArrayList;
import java.util.Calendar;
import java.util.HashMap;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import org.cloudbus.cloudsim.Cloudlet;
import org.cloudbus.cloudsim.CloudletSchedulerTimeShared;
import org.cloudbus.cloudsim.Datacenter;
import org.cloudbus.cloudsim.DatacenterBroker;
import org.cloudbus.cloudsim.DatacenterCharacteristics;
import org.cloudbus.cloudsim.Host;
import org.cloudbus.cloudsim.Log;
import org.cloudbus.cloudsim.Pe;
import org.cloudbus.cloudsim.Storage;
import org.cloudbus.cloudsim.UtilizationModel;
import org.cloudbus.cloudsim.UtilizationModelFull;
import org.cloudbus.cloudsim.Vm;
import org.cloudbus.cloudsim.VmSchedulerTimeShared;
import org.cloudbus.cloudsim.core.CloudSim;
import org.cloudbus.cloudsim.provisioners.BwProvisionerSimple;
import org.cloudbus.cloudsim.provisioners.PeProvisionerSimple;
import org.cloudbus.cloudsim.provisioners.RamProvisionerSimple;
public class CloudSimExample9 {
/** The cloudlet list. */
private static List<Cloudlet> cloudletList;
/** The vmList. */
private static List<Vm> vmList;
private static List<Vm> createVM(int userId, int vms, int idShift) {
//Creates a container to store VMs. This list is passed to the broker later
LinkedList<Vm> list = new LinkedList<Vm>();
//VM Parameters
long size = 10000; //image size (MB)
int ram = 512; //vm memory (MB)
int mips = 250;
long bw = 1000;
int pesNumber = 1; //number of cpus
String vmm = "Xen"; //VMM name
//create VMs
Vm[] vm = new Vm[vms];
for(int i=0;i < vms;i++){
vm[i] = new Vm(idShift + i, userId, mips, pesNumber, ram, bw, size, vmm, new CloudletSchedulerTimeShared());
list.add(vm[i]);
}
return list;
}
private static List<Cloudlet> createCloudlet(int userId, int cloudlets, int idShift){
// Creates a container to store Cloudlets
LinkedList<Cloudlet> list = new LinkedList<Cloudlet>();
//cloudlet parameters
long length = 40000;
long fileSize = 300;
long outputSize = 300;
int pesNumber = 1;
UtilizationModel utilizationModel = new UtilizationModelFull();
Cloudlet[] cloudlet = new Cloudlet[cloudlets];
for(int i=0;i<cloudlets;i++){
cloudlet[i] = new Cloudlet(idShift + i, length, pesNumber, fileSize, outputSize, utilizationModel, utilizationModel, utilizationModel);
// setting the owner of these Cloudlets
cloudlet[i].setUserId(userId);
list.add(cloudlet[i]);
}
return list;
}
/**
* Creates main() to run this example
*/
public static void main(String[] args) {
Log.printLine("Starting CloudSimExample8...");
try {
// First step: Initialize the CloudSim package. It should be called
// before creating any entities.
int num_user = 2; // number of grid users
Calendar calendar = Calendar.getInstance();
boolean trace_flag = false; // mean trace events
// Initialize the CloudSim library
CloudSim.init(num_user, calendar, trace_flag);
//GlobalBroker globalBroker = new GlobalBroker("GlobalBroker");
// Second step: Create Datacenters
//Datacenters are the resource providers in CloudSim. We need at list one of them to run a CloudSim simulation
Datacenter datacenter0 = createDatacenter("Datacenter_0");
Datacenter datacenter1 = createDatacenter("Datacenter_1");
//Third step: Create Broker
DatacenterBroker broker = createBroker("Broker_0");
int brokerId = broker.getId();
//Fourth step: Create VMs and Cloudlets and send them to broker
vmList = createVM(brokerId, 5, 0); //creating 5 vms
cloudletList = createCloudlet(brokerId, 10, 0); // creating 10 cloudlets
broker.submitVmList(vmList);
broker.submitCloudletList(cloudletList);
// Fifth step: Starts the simulation
CloudSim.startSimulation();
// Final step: Print results when simulation is over
List<Cloudlet> newList = broker.getCloudletReceivedList();
//newList.addAll(globalBroker.getBroker().getCloudletReceivedList());
CloudSim.stopSimulation();
printCloudletList(newList);
//Print the debt of each user to each datacenter
datacenter0.printDebts();
datacenter1.printDebts();
Log.printLine(CloudSimExample9.class.getName() + " finished!");
}
catch (Exception e)
{
e.printStackTrace();
Log.printLine("The simulation has been terminated due to an unexpected error");
}
}
private static Datacenter createDatacenter(String name){
// Here are the steps needed to create a PowerDatacenter:
// 1. We need to create a list to store one or more
// Machines
List<Host> hostList = new ArrayList<Host>();
// 2. A Machine contains one or more PEs or CPUs/Cores. Therefore, should
// create a list to store these PEs before creating
// a Machine.
List<Pe> peList1 = new ArrayList<Pe>();
int mips = 1000;
// 3. Create PEs and add these into the list.
//for a quad-core machine, a list of 4 PEs is required:
peList1.add(new Pe(0, new PeProvisionerSimple(mips))); // need to store Pe id and MIPS Rating
peList1.add(new Pe(1, new PeProvisionerSimple(mips)));
peList1.add(new Pe(2, new PeProvisionerSimple(mips)));
peList1.add(new Pe(3, new PeProvisionerSimple(mips)));
//Another list, for a dual-core machine
List<Pe> peList2 = new ArrayList<Pe>();
peList2.add(new Pe(0, new PeProvisionerSimple(mips)));
peList2.add(new Pe(1, new PeProvisionerSimple(mips)));
//4. Create Hosts with its id and list of PEs and add them to the list of machines
int hostId=0;
int ram = 16384; //host memory (MB)
long storage = 1000000; //host storage
int bw = 10000;
hostList.add(
new Host(
hostId,
new RamProvisionerSimple(ram),
new BwProvisionerSimple(bw),
storage,
peList1,
new VmSchedulerTimeShared(peList1)
)
); // This is our first machine
hostId++;
hostList.add(
new Host(
hostId,
new RamProvisionerSimple(ram),
new BwProvisionerSimple(bw),
storage,
peList2,
new VmSchedulerTimeShared(peList2)
)
); // Second machine
// 5. Create a DatacenterCharacteristics object that stores the
// properties of a data center: architecture, OS, list of
// Machines, allocation policy: time- or space-shared, time zone
// and its price (G$/Pe time unit).
String arch = "x86"; // system architecture
String os = "Linux"; // operating system
String vmm = "Xen";
double time_zone = 10.0; // time zone this resource located
double cost = 3.0; // the cost of using processing in this resource
double costPerMem = 0.05; // the cost of using memory in this resource
double costPerStorage = 0.1; // the cost of using storage in this resource
double costPerBw = 0.1; // the cost of using bw in this resource
LinkedList<Storage> storageList = new LinkedList<Storage>(); //we are not adding SAN devices by now
DatacenterCharacteristics characteristics = new DatacenterCharacteristics(
arch, os, vmm, hostList, time_zone, cost, costPerMem, costPerStorage, costPerBw);
// 6. Finally, we need to create a PowerDatacenter object.
Datacenter datacenter = null;
try {
RoundRobinVmAllocationPolicy vm_policy = new RoundRobinVmAllocationPolicy(hostList);
datacenter = new Datacenter(name, characteristics, vm_policy, storageList, 0);
} catch (Exception e) {
e.printStackTrace();
}
return datacenter;
}
public static class VmAllocationPolicyMinimum extends org.cloudbus.cloudsim.VmAllocationPolicy {
private Map<String, Host> vm_table = new HashMap<String, Host>();
private final Hosts hosts;
private Datacenter datacenter;
public VmAllocationPolicyMinimum(List<? extends Host> list) {
super(list);
hosts = new Hosts(list);
}
public void setDatacenter(Datacenter datacenter) {
this.datacenter = datacenter;
}
public Datacenter getDatacenter() {
return datacenter;
}
@Override
public boolean allocateHostForVm(Vm vm) {
if (this.vm_table.containsKey(vm.getUid()))
return true;
boolean vm_allocated = false;
int tries = 0;
do
{
Host host = this.hosts.getWithMinimumNumberOfPesEquals(vm.getNumberOfPes());
vm_allocated = this.allocateHostForVm(vm, host);
} while (!vm_allocated && tries++ < hosts.size());
return vm_allocated;
}
@Override
public boolean allocateHostForVm(Vm vm, Host host)
{
if (host != null && host.vmCreate(vm))
{
vm_table.put(vm.getUid(), host);
Log.formatLine("%.4f: VM #" + vm.getId() + " has been allocated to the host#" + host.getId() +
" datacenter #" + host.getDatacenter().getId() + "(" + host.getDatacenter().getName() + ") #",
CloudSim.clock());
return true;
}
return false;
}
@Override
public List<Map<String, Object>> optimizeAllocation(List<? extends Vm> vmList) {
return null;
}
@Override
public void deallocateHostForVm(Vm vm) {
Host host = this.vm_table.remove(vm.getUid());
if (host != null)
{
host.vmDestroy(vm);
}
}
@Override
public Host getHost(Vm vm) {
return this.vm_table.get(vm.getUid());
}
@Override
public Host getHost(int vmId, int userId) {
return this.vm_table.get(Vm.getUid(userId, vmId));
}
}
private static DatacenterBroker createBroker(String name) throws Exception{
return new RoundRobinDatacenterBroker(name);
}
/**
* Prints the Cloudlet objects
* @param list list of Cloudlets
*/
private static void printCloudletList(List<Cloudlet> list) {
int size = list.size();
Cloudlet cloudlet;
String indent = " ";
Log.printLine();
Log.printLine("========== OUTPUT ==========");
Log.printLine("Cloudlet ID" + indent + "STATUS" + indent +
"Data center ID" + indent + "VM ID" + indent + indent + "Time" + indent + "Start Time" + indent + "Finish Time");
DecimalFormat dft = new DecimalFormat("###.##");
for (int i = 0; i < size; i++) {
cloudlet = list.get(i);
Log.print(indent + cloudlet.getCloudletId() + indent + indent);
if (cloudlet.getCloudletStatus() == Cloudlet.SUCCESS){
Log.print("SUCCESS");
Log.printLine( indent + indent + cloudlet.getResourceId() + indent + indent + indent + cloudlet.getVmId() +
indent + indent + indent + dft.format(cloudlet.getActualCPUTime()) +
indent + indent + dft.format(cloudlet.getExecStartTime())+ indent + indent + indent + dft.format(cloudlet.getFinishTime()));
}
}
}
}
@nusratpasha
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this example have some error plzz send me error free code for round robin load balancing example

@nusratpasha
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this example have some error plzz send me error free code for round robin load balancing example

@deepak199
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the code is not compling there is an error can you pls rectify it!!!!!

@hadeee
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hadeee commented Apr 3, 2015

plz explain how can implement the task scheduling in cloudsim at first

@DushyantG
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in this program some error are there..
1)vmallocationpolicy is not resolved to this type.
2)host is not resolved .

how to rectify this..please give error free code.

@jyotsnapanwar
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please provide a complete code

@helloworld2017wo
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did u get the code guys?

@simbusugan
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plz send correct code

@ZayyadGaya
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Anyone has the correct code please?

@mahdinnori
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please provide a complete code and plz explain how can implement the task scheduling in cloudsim at first

@Diksha45
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in this code,
please tell how to resolve host

@Shehzaan
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Its been over 4 years, and yet there is no correct code uploaded.

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