/**
* Process a cloudlet (job) return event.
*
* @param ev a SimEvent object
* @pre ev != $null
* @post $none
*/
@Override
protected void processCloudletReturn(SimEvent ev) {
Cloudlet cloudlet = (Cloudlet) ev.getData();
Job job = (Job) cloudlet;
/** Generate a failure if failure rate is not zeros. */
FailureGenerator.generate(job);
getCloudletReceivedList().add(cloudlet);
getCloudletSubmittedList().remove(cloudlet);
CondorVM vm = (CondorVM) getVmsCreatedList().get(cloudlet.getVmId());
// so that this resource is released
vm.setState(WorkflowSimTags.VM_STATUS_IDLE);
double delay = 0.0;
if (Parameters.getOverheadParams().getPostDelay() != null) {
delay = Parameters.getOverheadParams().getPostDelay(job);
}
schedule(this.workflowEngineId, delay, CloudSimTags.CLOUDLET_RETURN, cloudlet);
cloudletsSubmitted--;
// not really update right now, should wait 1 s until many jobs have returned
schedule(this.getId(), 0.0, WorkflowSimTags.CLOUDLET_UPDATE);
}
/**
* Creates instances of CloudSim's Cloudlet class from a customer's utilization profile.
*
* @param ugr the utilization profile.
* @param brokerId the id of the broker that owns the cloudlets.
* @param numOfVms the number of virtual machines.
* @return a list of Cloudlet instances.
* @since 1.0
*/
static List<Cloudlet> createCloudlets(UtilizationProfile ugr, int brokerId, long numOfVms)
throws IOException, ServiceDeniedException {
List<Cloudlet> list = new ArrayList<Cloudlet>();
for (int i = 0; i < numOfVms; i++) {
Optional<UtilizationModel> cpu =
UTILIZATION_MODEL.getExtensionInstanceByName(ugr.getUtilizationModelCpuAlias());
if (!cpu.isPresent()) {
Dialog.showErrorMessage(
null,
format(
"Error on loading the CPU utilization model [%s]",
ugr.getUtilizationModelCpuAlias()));
return null;
}
Optional<UtilizationModel> ram =
UTILIZATION_MODEL.getExtensionInstanceByName(ugr.getUtilizationModelRamAlias());
if (!ram.isPresent()) {
Dialog.showErrorMessage(
null,
format(
"Error on loading the RAM utilization model [%s]",
ugr.getUtilizationModelRamAlias()));
return null;
}
Optional<UtilizationModel> bw =
UTILIZATION_MODEL.getExtensionInstanceByName(ugr.getUtilizationModelBwAlias());
if (!bw.isPresent()) {
Dialog.showErrorMessage(
null,
format(
"Error on loading the bandwidth utilization model [%s]",
ugr.getUtilizationModelBwAlias()));
return null;
}
Cloudlet cloudlet =
new Cloudlet(
i,
(long) ((long) ugr.getLength() * RandomNumberGenerator.getRandomNumbers(1).get(0)),
ugr.getCloudletsPesNumber(),
ugr.getFileSize(),
ugr.getOutputSize(),
cpu.get(),
ram.get(),
bw.get());
cloudlet.setUserId(brokerId);
cloudlet.setVmId(i);
list.add(cloudlet);
}
return list;
}
/**
* Update a cloudlet (job)
*
* @param ev a simEvent object
*/
protected void processCloudletUpdate(SimEvent ev) {
BaseSchedulingAlgorithm scheduler = getScheduler(Parameters.getSchedulingAlgorithm());
scheduler.setCloudletList(getCloudletList());
scheduler.setVmList(getVmsCreatedList());
try {
scheduler.run();
} catch (Exception e) {
Log.printLine("Error in configuring scheduler_method");
e.printStackTrace();
}
List<Cloudlet> scheduledList = scheduler.getScheduledList();
for (Cloudlet cloudlet : scheduledList) {
int vmId = cloudlet.getVmId();
double delay = 0.0;
if (Parameters.getOverheadParams().getQueueDelay() != null) {
delay = Parameters.getOverheadParams().getQueueDelay(cloudlet);
}
schedule(getVmsToDatacentersMap().get(vmId), delay, CloudSimTags.CLOUDLET_SUBMIT, cloudlet);
}
getCloudletList().removeAll(scheduledList);
getCloudletSubmittedList().addAll(scheduledList);
cloudletsSubmitted += scheduledList.size();
}
@Override
public void run() {
int size = getCloudletList().size();
for (int i = 0; i < size; i++) {
Cloudlet cloudlet = (Cloudlet) getCloudletList().get(i);
int vmSize = getVmList().size();
CondorVM closestVm = null; // (CondorVM)getVmList().get(0);
double minTime = Double.MAX_VALUE;
for (int j = 0; j < vmSize; j++) {
CondorVM vm = (CondorVM) getVmList().get(j);
if (vm.getState() == WorkflowSimTags.VM_STATUS_IDLE) {
Job job = (Job) cloudlet;
double time = dataTransferTime(job.getFileList(), cloudlet, vm.getId());
if (time < minTime) {
minTime = time;
closestVm = vm;
}
}
}
if (closestVm != null) {
closestVm.setState(WorkflowSimTags.VM_STATUS_BUSY);
cloudlet.setVmId(closestVm.getId());
getScheduledList().add(cloudlet);
}
}
}
/**
* 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
+ "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
+ dft.format(cloudlet.getActualCPUTime())
+ indent
+ indent
+ dft.format(cloudlet.getExecStartTime())
+ indent
+ indent
+ dft.format(cloudlet.getFinishTime()));
}
}
}
/**
* Creates the cloudlet list.
*
* @param brokerId the broker id
* @param cloudletsNumber the cloudlets number
* @return the list< cloudlet>
*/
public static List<Cloudlet> createCloudletList(int brokerId, int cloudletsNumber) {
List<Cloudlet> list = new ArrayList<Cloudlet>();
long fileSize = 300;
long outputSize = 300;
long seed = RandomConstants.CLOUDLET_UTILIZATION_SEED;
UtilizationModel utilizationModelNull = new UtilizationModelNull();
for (int i = 0; i < cloudletsNumber; i++) {
Cloudlet cloudlet = null;
if (seed == -1) {
cloudlet =
new Cloudlet(
i,
Constants.CLOUDLET_LENGTH,
Constants.CLOUDLET_PES,
fileSize,
outputSize,
new UtilizationModelStochastic(),
utilizationModelNull,
utilizationModelNull);
} else {
cloudlet =
new Cloudlet(
i,
Constants.CLOUDLET_LENGTH,
Constants.CLOUDLET_PES,
fileSize,
outputSize,
new UtilizationModelStochastic(seed * i),
utilizationModelNull,
utilizationModelNull);
}
cloudlet.setUserId(brokerId);
cloudlet.setVmId(i);
list.add(cloudlet);
}
return list;
}
@Override
public void run() {
// Round Robin
for (Iterator it = getCloudletList().iterator(); it.hasNext(); ) {
Cloudlet cloudlet = (Cloudlet) it.next();
boolean stillHasVm = false;
for (Iterator itc = getVmList().iterator(); itc.hasNext(); ) {
CondorVM vm = (CondorVM) itc.next();
if (vm.getState() == WorkflowSimTags.VM_STATUS_IDLE) {
stillHasVm = true;
vm.setState(WorkflowSimTags.VM_STATUS_BUSY);
cloudlet.setVmId(vm.getId());
this.scheduledList.add(cloudlet);
break;
}
}
// no vm available
if (!stillHasVm) {
break;
}
}
}
/** Creates main() to run this example */
public static void main(String[] args) {
Log.printLine("Starting CloudSimExample2...");
try {
// First step: Initialize the CloudSim package. It should be called
// before creating any entities.
int num_user = 8; // number of cloud users
Calendar calendar = Calendar.getInstance();
boolean trace_flag = false; // mean trace events
// Initialize the CloudSim library
CloudSim.init(num_user, calendar, trace_flag);
// 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");
Datacenter datacenter2 = createDatacenter("Datacenter_2");
Datacenter datacenter3 = createDatacenter("Datacenter_3");
// Third step: Create Broker
DatacenterBroker broker = createBroker();
int brokerId = broker.getId();
// Fourth step: Create one virtual machine
vmlist = new ArrayList<Vm>();
// VM description
int vmid = 0;
int mips = 250;
double costpersec = 20.0;
long size = 10000; // image size (MB)
int ram = 512; // vm memory (MB)
long bw = 1000;
int pesNumber = 1; // number of cpus
String vmm = "Xen"; // VMM name
// create two VMs
Vm vm1 =
new Vm(
vmid,
brokerId,
mips,
costpersec,
pesNumber,
ram,
bw,
size,
vmm,
new CloudletSchedulerTimeShared());
costpersec = 28.0;
mips = 450;
ram = 768;
bw = 512;
vmid++;
Vm vm2 =
new Vm(
vmid,
brokerId,
mips,
costpersec,
pesNumber,
ram,
bw,
size,
vmm,
new CloudletSchedulerTimeShared());
costpersec = 25.0;
mips = 580;
ram = 256;
bw = 768;
vmid++;
Vm vm3 =
new Vm(
vmid,
brokerId,
mips,
costpersec,
pesNumber,
ram,
bw,
size,
vmm,
new CloudletSchedulerTimeShared());
costpersec = 30.0;
mips = 300;
ram = 768;
bw = 512;
vmid++;
Vm vm4 =
new Vm(
vmid,
brokerId,
mips,
costpersec,
pesNumber,
ram,
bw,
size,
vmm,
new CloudletSchedulerTimeShared());
costpersec = 22.0;
mips = 280;
ram = 1000;
bw = 128;
vmid++;
Vm vm5 =
new Vm(
vmid,
brokerId,
mips,
costpersec,
pesNumber,
ram,
bw,
size,
vmm,
new CloudletSchedulerTimeShared());
vmid++;
costpersec = 50.0;
mips = 220;
ram = 128;
bw = 128;
// Vm vm6 = new Vm(vmid, brokerId, mips,costpersec, pesNumber, ram, bw,
// size, vmm, new CloudletSchedulerTimeShared());
// vmid++;
// costpersec=22.0;
// mips =280;
// ram = 2048;
// bw = 64;
// Vm vm7 = new Vm(vmid, brokerId, mips,costpersec, pesNumber, ram, bw,
// size, vmm, new CloudletSchedulerTimeShared());
// vmid++;
// Vm vm8 = new Vm(vmid, brokerId, mips,costpersec, pesNumber, ram, bw, size,
// vmm, new CloudletSchedulerTimeShared());
// vmid++;
// Vm vm9 = new Vm(vmid, brokerId, mips,costpersec, pesNumber, ram, bw, size,
// vmm, new CloudletSchedulerTimeShared());
// vmid++;
// Vm vm10 = new Vm(vmid, brokerId, mips,costpersec, pesNumber, ram, bw, size,
// vmm, new CloudletSchedulerTimeShared());
// vmid++;
// Vm vm11 = new Vm(vmid, brokerId, mips,costpersec, pesNumber, ram, bw, size,
// vmm, new CloudletSchedulerTimeShared());
// vmid++;
// Vm vm12 = new Vm(vmid, brokerId, mips,costpersec, pesNumber, ram, bw, size,
// vmm, new CloudletSchedulerTimeShared());
// vmid++;
// Vm vm13 = new Vm(vmid, brokerId, mips,costpersec, pesNumber, ram, bw, size,
// vmm, new CloudletSchedulerTimeShared());
// vmid++;
// Vm vm14 = new Vm(vmid, brokerId, mips,costpersec, pesNumber, ram, bw, size,
// vmm, new CloudletSchedulerTimeShared());
// vmid++;
// Vm vm15 = new Vm(vmid, brokerId, mips,costpersec, pesNumber, ram, bw, size,
// vmm, new CloudletSchedulerTimeShared());
// vmid++;
// Vm vm16 = new Vm(vmid, brokerId, mips,costpersec, pesNumber, ram, bw, size,
// vmm, new CloudletSchedulerTimeShared());
// add the VMs to the vmList
vmlist.add(vm1);
vmlist.add(vm2);
vmlist.add(vm3);
vmlist.add(vm4);
vmlist.add(vm5);
// vmlist.add(vm6);
// vmlist.add(vm7);
// vmlist.add(vm9);
// vmlist.add(vm10);
// vmlist.add(vm11);
// vmlist.add(vm12);
// vmlist.add(vm13);
// vmlist.add(vm14);
// vmlist.add(vm15);
// vmlist.add(vm16);
// submit vm list to the broker
broker.submitVmList(vmlist);
// Fifth step: Create two Cloudlets
cloudletList = new ArrayList<Cloudlet>();
// Cloudlet properties
int id = 0;
pesNumber = 1;
long length = 2500;
long fileSize = 300;
long outputSize = 450;
UtilizationModel utilizationModel = new UtilizationModelFull();
double wt = 1.0;
double wm = 0;
Cloudlet cloudlet1 =
new Cloudlet(
wt,
wm,
id,
length,
pesNumber,
fileSize,
outputSize,
utilizationModel,
utilizationModel,
utilizationModel);
cloudlet1.setUserId(brokerId);
id++;
pesNumber = 1;
length = 2800;
fileSize = 600;
outputSize = 600;
Cloudlet cloudlet2 =
new Cloudlet(
wt,
wm,
id,
length,
pesNumber,
fileSize,
outputSize,
utilizationModel,
utilizationModel,
utilizationModel);
cloudlet2.setUserId(brokerId);
id++;
pesNumber = 1;
length = 1250;
fileSize = 800;
outputSize = 800;
Cloudlet cloudlet3 =
new Cloudlet(
wt,
wm,
id,
length,
pesNumber,
fileSize,
outputSize,
utilizationModel,
utilizationModel,
utilizationModel);
cloudlet3.setUserId(brokerId);
id++;
pesNumber = 1;
length = 2480;
fileSize = 300;
outputSize = 300;
Cloudlet cloudlet4 =
new Cloudlet(
wt,
wm,
id,
length,
pesNumber,
fileSize,
outputSize,
utilizationModel,
utilizationModel,
utilizationModel);
cloudlet4.setUserId(brokerId);
id++;
pesNumber = 1;
length = 7000;
fileSize = 500;
outputSize = 500;
Cloudlet cloudlet5 =
new Cloudlet(
wt,
wm,
id,
length,
pesNumber,
fileSize,
outputSize,
utilizationModel,
utilizationModel,
utilizationModel);
cloudlet5.setUserId(brokerId);
id++;
pesNumber = 1;
length = 1500;
fileSize = 500;
outputSize = 500;
Cloudlet cloudlet6 =
new Cloudlet(
wt,
wm,
id,
length,
pesNumber,
fileSize,
outputSize,
utilizationModel,
utilizationModel,
utilizationModel);
cloudlet6.setUserId(brokerId);
id++;
pesNumber = 1;
length = 800;
fileSize = 500;
outputSize = 500;
Cloudlet cloudlet7 =
new Cloudlet(
wt,
wm,
id,
length,
pesNumber,
fileSize,
outputSize,
utilizationModel,
utilizationModel,
utilizationModel);
cloudlet7.setUserId(brokerId);
id++;
pesNumber = 1;
length = 7500;
fileSize = 500;
outputSize = 500;
Cloudlet cloudlet8 =
new Cloudlet(
wt,
wm,
id,
length,
pesNumber,
fileSize,
outputSize,
utilizationModel,
utilizationModel,
utilizationModel);
cloudlet8.setUserId(brokerId);
// add the cloudlets to the list
cloudletList.add(cloudlet1);
cloudletList.add(cloudlet2);
cloudletList.add(cloudlet3);
cloudletList.add(cloudlet4);
cloudletList.add(cloudlet5);
cloudletList.add(cloudlet6);
cloudletList.add(cloudlet7);
cloudletList.add(cloudlet8);
// submit cloudlet list to the broker
broker.submitCloudletList(cloudletList);
// bind the cloudlets to the vms. This way, the broker
// will submit the bound cloudlets only to the specific VM
// broker.bindCloudletToVm(cloudlet1.getCloudletId(),vm1.getId());
// broker.bindCloudletToVm(cloudlet2.getCloudletId(),vm2.getId());
// Sixth step: Starts the simulation
CloudSim.startSimulation();
// Final step: Print results when simulation is over
List<Cloudlet> newList = broker.getCloudletReceivedList();
CloudSim.stopSimulation();
printCloudletList(newList);
// Print the debt of each user to each datacenter
// datacenter0.printDebts();
Log.printLine("CloudSimExample2 finished!");
} catch (Exception e) {
e.printStackTrace();
Log.printLine("The simulation has been terminated due to an unexpected error");
}
}
/** Creates main() to run this example */
public static void main(String[] args) {
Log.printLine("Starting NetworkExample3...");
try {
// First step: Initialize the CloudSim package. It should be called
// before creating any entities.
int num_user = 2; // number of cloud users
Calendar calendar = Calendar.getInstance();
boolean trace_flag = false; // mean trace events
// Initialize the CloudSim library
CloudSim.init(num_user, calendar, trace_flag);
// 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 Brokers
DatacenterBroker broker1 = createBroker(1);
int brokerId1 = broker1.getId();
DatacenterBroker broker2 = createBroker(2);
int brokerId2 = broker2.getId();
// Fourth step: Create one virtual machine for each broker/user
vmlist1 = new ArrayList<Vm>();
vmlist2 = new ArrayList<Vm>();
// VM description
int vmid = 0;
long size = 10000; // image size (MB)
int mips = 250;
int ram = 512; // vm memory (MB)
long bw = 1000;
int pesNumber = 1; // number of cpus
String vmm = "Xen"; // VMM name
// create two VMs: the first one belongs to user1
Vm vm1 =
new Vm(
vmid,
brokerId1,
mips,
pesNumber,
ram,
bw,
size,
vmm,
new CloudletSchedulerTimeShared());
// the second VM: this one belongs to user2
Vm vm2 =
new Vm(
vmid,
brokerId2,
mips,
pesNumber,
ram,
bw,
size,
vmm,
new CloudletSchedulerTimeShared());
// add the VMs to the vmlists
vmlist1.add(vm1);
vmlist2.add(vm2);
// submit vm list to the broker
broker1.submitVmList(vmlist1);
broker2.submitVmList(vmlist2);
// Fifth step: Create two Cloudlets
cloudletList1 = new ArrayList<Cloudlet>();
cloudletList2 = new ArrayList<Cloudlet>();
// Cloudlet properties
int id = 0;
long length = 40000;
long fileSize = 300;
long outputSize = 300;
UtilizationModel utilizationModel = new UtilizationModelFull();
Cloudlet cloudlet1 =
new Cloudlet(
id,
length,
pesNumber,
fileSize,
outputSize,
utilizationModel,
utilizationModel,
utilizationModel);
cloudlet1.setUserId(brokerId1);
Cloudlet cloudlet2 =
new Cloudlet(
id,
length,
pesNumber,
fileSize,
outputSize,
utilizationModel,
utilizationModel,
utilizationModel);
cloudlet2.setUserId(brokerId2);
// add the cloudlets to the lists: each cloudlet belongs to one user
cloudletList1.add(cloudlet1);
cloudletList2.add(cloudlet2);
// submit cloudlet list to the brokers
broker1.submitCloudletList(cloudletList1);
broker2.submitCloudletList(cloudletList2);
// Sixth step: configure network
// load the network topology file
NetworkTopology.buildNetworkTopology("topology.brite");
// maps CloudSim entities to BRITE entities
// Datacenter0 will correspond to BRITE node 0
int briteNode = 0;
NetworkTopology.mapNode(datacenter0.getId(), briteNode);
// Datacenter1 will correspond to BRITE node 2
briteNode = 2;
NetworkTopology.mapNode(datacenter1.getId(), briteNode);
// Broker1 will correspond to BRITE node 3
briteNode = 3;
NetworkTopology.mapNode(broker1.getId(), briteNode);
// Broker2 will correspond to BRITE node 4
briteNode = 4;
NetworkTopology.mapNode(broker2.getId(), briteNode);
// Sixth step: Starts the simulation
CloudSim.startSimulation();
// Final step: Print results when simulation is over
List<Cloudlet> newList1 = broker1.getCloudletReceivedList();
List<Cloudlet> newList2 = broker2.getCloudletReceivedList();
CloudSim.stopSimulation();
Log.print("=============> User " + brokerId1 + " ");
printCloudletList(newList1);
Log.print("=============> User " + brokerId2 + " ");
printCloudletList(newList2);
// Print the debt of each user to each datacenter
datacenter0.printDebts();
datacenter1.printDebts();
Log.printLine("NetworkExample3 finished!");
} catch (Exception e) {
e.printStackTrace();
Log.printLine("Unwanted errors happen");
}
}
