/* Program to Implement SHORTEST JOB FIRST CPU Scheduling Algorithm */
#include<stdio.h>
void main()
{
int p[10],bt[10],st[10],ct[10],tat[10],wt[10],i,j,temp,n;
float sumtat=0,sumwt=0,avwt,avtat;
printf("\n enter the no of processes");
scanf("%d",&n);
for(i=0;i<n;i++)
{
printf("\n enter the process no and burst time ");
scanf("%d %d",&p[i],&bt[i]);
}
for(i=0;i<n;i++)
{
for(j=0;j<n-1;j++)
{
if(bt[j]>bt[j+1])
{
temp=bt[j];
bt[j]=bt[j+1];
bt[j+1]=temp;
}
}
}
st[0]=0;
wt[0]=0;
ct[0]=st[0]+bt[0];
for(i=0;i<n;i++)
{
st[i+1]=st[i] + bt[i];
ct[i+1]=st[i+1]+ bt[i+1];
}
for(i=0;i<n;i++)
{
tat[i]=ct[i]-0;
sumtat=sumtat + tat[i];
}
for(i=0;i<n;i++)
{
wt[i]=tat[i]-bt[i];
sumwt=sumwt + wt[i];
}
printf("\n\t Pno\tbt\tst\tct\ttat\twt\n");
for(i=0;i<n;i++)
{
printf("\n\t%d\t%d\t%d\t%d\t%d\t%d",p[i],bt[i],st[i],ct[i],tat[i],wt[i]);
}
avtat=sumtat/n;
avwt=sumwt/n;
printf("\n avearge waiting time is %f\n",avwt);
printf("\n average turnaroundtime is %f\n",avtat);
}
output
![](data:image/png;base64,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)
#include<stdio.h>
void main()
{
int p[10],bt[10],st[10],ct[10],tat[10],wt[10],i,j,temp,n;
float sumtat=0,sumwt=0,avwt,avtat;
printf("\n enter the no of processes");
scanf("%d",&n);
for(i=0;i<n;i++)
{
printf("\n enter the process no and burst time ");
scanf("%d %d",&p[i],&bt[i]);
}
for(i=0;i<n;i++)
{
for(j=0;j<n-1;j++)
{
if(bt[j]>bt[j+1])
{
temp=bt[j];
bt[j]=bt[j+1];
bt[j+1]=temp;
}
}
}
st[0]=0;
wt[0]=0;
ct[0]=st[0]+bt[0];
for(i=0;i<n;i++)
{
st[i+1]=st[i] + bt[i];
ct[i+1]=st[i+1]+ bt[i+1];
}
for(i=0;i<n;i++)
{
tat[i]=ct[i]-0;
sumtat=sumtat + tat[i];
}
for(i=0;i<n;i++)
{
wt[i]=tat[i]-bt[i];
sumwt=sumwt + wt[i];
}
printf("\n\t Pno\tbt\tst\tct\ttat\twt\n");
for(i=0;i<n;i++)
{
printf("\n\t%d\t%d\t%d\t%d\t%d\t%d",p[i],bt[i],st[i],ct[i],tat[i],wt[i]);
}
avtat=sumtat/n;
avwt=sumwt/n;
printf("\n avearge waiting time is %f\n",avwt);
printf("\n average turnaroundtime is %f\n",avtat);
}
output
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