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main1.cpp
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343 lines (308 loc) · 9.01 KB
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// copyright: yueshi@usc.edu
// Simulation of an M/M/S/N system
#include <iostream>
#include <fstream>
#include <stdlib.h>
#include <math.h>
#include<queue>
#include<time.h>
using namespace std;
#define INFIN 999999999
// Function Name: expon
// Description: Generates an exponentially distributed random number
// with parameter \lambda.
// Input: lambda (double)
// Output: An exponentially distributed random number (double)
//
double expon(double lambda)
{
double u; // used to store a random number.
do
{
u = drand48(); //uniform number in the interval [0.0, 1.0]
}
while ((u == 0) || (u == 1)); //special cases that we want to avoid
return -log(1-u)/lambda;
}
// Function Name: print_stats
// Description: Saves and prints system statistics
// Input: stats_file (ostream object): ostream object for the stats file
// avg_customers (double): average customers in the system
// avg_service_time (double): average service time
// Output: void (output stored to file and printed in the screen)
//
void print_stats(double utilization , double avg_customers, double avg_delay , double idle_period,double blocked_ratio)
{
cout << "Utilization: " << utilization << endl;
cout << "Average number of packets in the system: " << avg_customers << endl;
cout << "Average delay in system: " << avg_delay << endl;
cout << "Blocked ratio is: " << blocked_ratio << endl;
cout << "Idle period of server: " << idle_period << endl;
}
void print_stats1(ostream &stats_file,double avg_service_time,double second_avg_time ,double waiting_theoretical,double waiting_simulated )
{
stats_file<< "Average Service Time: " << avg_service_time << endl;
stats_file << "Second moment average service time is: " <<second_avg_time << endl;
stats_file << "Theoretical waiting time using PK with simulated average service time and average second moment service time: " << waiting_theoretical << endl;
stats_file << "Somulated waiting time: " << waiting_simulated << endl;
}
// The main function of the program that is called at the beginning.
int main(int argc, char *argv[]) {
//system variables
long int tot_arrivals1=5000,tot_arrivals2=5000,tot_arrivals3=10000;
double cur_arrivals=0,cur_arrivals1 = 0,cur_arrivals2 = 0,customers = 0.0;
double lambda1=0.3,lambda2=0.97,lambda3=0.7, mu=1;
double event=0.0,event1 = 0.0, event2 = INFIN,event3=INFIN; //event1: time of next arrival, event2: time of next departure
double service_time1,service_time2 ,service_time,cur_time=0.0;
double avg_customers = 0.0, avg_service_time=0.0,second_avg_time=0.0; //used for calculating statistics
double utilization;
double idle_period;
double avg_delay=0.0;
double arrival[10000];
double departure[10000];
double idle_time[10000];
double tot_idle=0;
int server1busy=0;
int server2busy=0;
int serverbusy=0;
double blocked_packets=0;
double simulated_packets=0;
int i=0,j=0,s=0,n=0;
double blocked_ratio;
double packet0=0;
double waiting_simulated;
double waiting_theoretical;
int avg_customers1;
ofstream stats_file; //file handler for saving the statistics in a file
queue<double>myqueue;
srand48(unsigned (time(0)));
int m=atoi(argv[1]);
if (m==1)
{
stats_file.open ("part1Q4.txt"); //it creates the file, if it does not exist
blocked_ratio=0;
// discrete event simulator
while (cur_arrivals < tot_arrivals1)
{
if (event1 < event2) //arrival
{
cur_arrivals++;
avg_customers+=myqueue.size();
myqueue.push(event1);
cur_time = event1;
event1 = cur_time + expon(lambda1);
if (myqueue.size()== 1) //if there is only 1 customer, he/she goes directly to service
{
service_time = expon(mu);
event2 = cur_time + service_time;
avg_service_time += service_time;
second_avg_time+=(service_time*service_time);
}
}
else //departure
{
cur_time = event2;
avg_delay=avg_delay+event2-myqueue.front();
myqueue.pop();
if (myqueue.size() > 0) // the departure left a non-empty queue behind
{
service_time = expon(mu);
event2 = cur_time + service_time;
avg_service_time += service_time;
second_avg_time+=(service_time*service_time);
}
else //the departure left the queue empty
{
event2 = INFIN; //no departure scheduled
}
}
}
waiting_simulated=(avg_delay-avg_service_time)/(cur_arrivals-myqueue.size());
avg_delay/=(cur_arrivals-myqueue.size());
idle_period=(cur_time-avg_service_time)/cur_time;
utilization =1-idle_period;
avg_customers /=cur_arrivals;
avg_service_time /=(cur_arrivals-customers);
second_avg_time /=(cur_arrivals-customers);
waiting_theoretical=lambda1*(second_avg_time)/2/(1-lambda1*avg_service_time);
print_stats( utilization,avg_customers, avg_delay,idle_period,blocked_ratio);
print_stats1(stats_file,avg_service_time,second_avg_time ,waiting_theoretical,waiting_simulated);
stats_file.close();
return 0;
}
if (m==2)
{
blocked_ratio=0;
// discrete event simulator
while (cur_arrivals < tot_arrivals2)
{
if (event1 < event2) //arrival
{
cur_arrivals++;
avg_customers+=myqueue.size();
myqueue.push(event1);
cur_time = event1;
event1 = cur_time + expon(lambda2);
if (myqueue.size()== 1) //if there is only 1 customer, he/she goes directly to service
{
service_time = expon(mu);
event2 = cur_time + service_time;
avg_service_time += service_time;
}
}
else //departure
{
cur_time = event2;
avg_delay=avg_delay+event2-myqueue.front();
myqueue.pop();
if (myqueue.size() > 0) // the departure left a non-empty queue behind
{
service_time = expon(mu);
event2 = cur_time + service_time;
avg_service_time += service_time;
}
else //the departure left the queue empty
{
event2 = INFIN; //no departure scheduled
}
}
}
avg_delay/=(cur_arrivals-myqueue.size());
idle_period=(cur_time-avg_service_time)/cur_time;
utilization =1-idle_period;
avg_customers /=cur_arrivals;
avg_service_time /=(cur_arrivals-myqueue.size());
print_stats( utilization,avg_customers, avg_delay,idle_period,blocked_ratio);
return 0;
}
if(m==3)
{
while (cur_arrivals < tot_arrivals3)
{
if(event2<=event3)
{
event=event2;
}
else
{
event=event3;
}
if ((event1 < event)) //arrival
{
cur_arrivals++;
if(server1busy==1&&server2busy==1)
{
avg_customers1=myqueue.size()+2;
}
else if(server1busy==0&&server2busy==0)
{
avg_customers1=myqueue.size();
}
else
{
avg_customers1=myqueue.size()+1;
}
if(avg_customers1==0)
{
packet0++;
}
if(avg_customers1<5)
{
simulated_packets++;
if(server1busy==1&&server2busy==1)
{
avg_customers+=myqueue.size()+2;
}
else if(server1busy==0&&server2busy==0)
{
avg_customers+=myqueue.size();
}
else
{
avg_customers+=myqueue.size()+1;
}
cur_time = event1;
myqueue.push(event1);
event1 = cur_time + expon(lambda3);
if (server1busy==0) //if there is only 1 customer in the queue, he/she goes directly to service
{
service_time = expon(mu);
event2 = cur_time + service_time;
avg_service_time += service_time;
avg_delay+=(event2-myqueue.front());
myqueue.pop();
server1busy=1;
}
else if(server2busy==0) //if there is only 1 customer in the queue, he/she goes directly to service
{
service_time = expon(mu);
event3 = cur_time + service_time;
avg_service_time += service_time;
server2busy=1;
avg_delay+=(event3-myqueue.front());
myqueue.pop();
//customer2++;
}
}
else
{
blocked_packets++;
cur_time = event1;
event1 = cur_time + expon(lambda1);
}
}
else //departure
{
if(event2<event3)
{
cur_time=event2;
if (myqueue.size()>= 1) // the departure left a non-empty queue behind
{
service_time = expon(mu);
event2 = cur_time + service_time;
avg_service_time += service_time;
avg_delay+=(event2-myqueue.front());
departure[i]=event2;
i++;
myqueue.pop();
server1busy=1;
}
else //the departure left the queue empty
{
server1busy=0;
event2 = INFIN; //no departure scheduled
}
}
else
{
cur_time = event3;
if (myqueue.size()>= 1)
{
service_time = expon(mu);
event3 = cur_time + service_time;
avg_service_time += service_time;
avg_delay+=(event3-myqueue.front());
departure[i]=event3;
i++;
myqueue.pop();
server2busy=1;
}
else //the departure left the queue empty
{
server2busy=0;
event3 = INFIN; //no departure scheduled
}
}
}
}
blocked_ratio=blocked_packets/cur_arrivals;
avg_delay/=(simulated_packets);
idle_period=(packet0)/(cur_arrivals-blocked_packets);
utilization =1-idle_period;
avg_customers /=(cur_arrivals-blocked_packets);
avg_service_time /=(simulated_packets);
print_stats(utilization,avg_customers, avg_delay,idle_period,blocked_ratio);
stats_file.close();
return 0;
}
}