Comparison of PBRR Scheduling Algorithm with Round Robin and Heuristic Priority Scheduling Algorithm in Virtual Cloud Environment

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4 102 To solve the problem of under-utilization of resources and to balance the load across the various virtual machines and for better resource provisioning we have implemented a load balancing and scheduling algorithm which is a combination of two algorithms. These are: Round Robin Scheduling Algorithm. Batch Mode Heuristic Priority Algorithm. These above 2 algorithms will help us to transfer the load from one sever to another in round-robin fashion and then will schedule the jobs between them so that all servers would participate in order to process the jobs and provide the better resources to execute those tasks. Here we will compare our scheduling algorithm with the Round Robin and Batch Mode Heuristic Priority Scheduling Algorithm on the basis of various load balancing parameters one by one: 4.1 Comparison on the basis of Response Time: Our P B RR algorithm provides minimum response time than the other two algorithms because in our algorithm the priority is decided purely on the basis of load balancing factor for each VM and we do not turn off the nodes very frequently. Response Time is calculated as: R (t) = Finish Time - Start Time = T (f) T(s) (7) Table 1 Comparison of Response Time Response Time(ms) V V V V V V As shown in fig. 5 the response time of our scheduling algorithm is relatively lesser than that of the Round Robin scheduling algorithm and Batch Mode Heuristic Priority Scheduling Algorithm as the number of virtual machines increases. 4.2 Comparison on the basis of Communication Time: It is defined as time taken by number of hops to travel in the communication channel. It is represented by C (t). Formula to calculate the Communication Time is: C (t) =2(Number of hops*time to traverse between hops) (8) P B RR Scheduling Algorithm takes less communication time between the two communicative nodes as compared to the Round Robin and BMHP scheduling algorithm. Communication time is calculated with the help of two factors i.e. time required to traverse between the two hops and number of hops that are participating in the process. Hence is more efficient and suitable than the Round Robin and BMHP scheduling algorithms. Table 2 Comparison of Communication Time Communication Time(ms) V V V V V V Comparison on the basis of Processing Time: It is defined as the difference between Communication Time and Response Time. It is represented by P (t) and Response time and communication time are represented by R(t) and C(t) respectively. Formula to calculate the Processing Time is: P (t) = Response Time- Communication Time = R (t) C (t) (9) Table 3 Comparison of Processing Time Processing Time(ms) V V V V V V P B RR Scheduling Algorithm takes less processing time as compared to the Round Robin (RR) and BMHP scheduling algorithm. So from the above table it is clear that the P B RR Scheduling Algorithm is most relevant than the Round Robin and BMHP scheduling algorithms. 4.4 Comparison on the basis of Throughput: It is used to calculate the number of tasks whose execution has been completed. It should be high to improve the reliability and the performance of the system. It is represented as Th (V i ). Th (V i ) = (Cloudlet length*number of cloudlets)/ Response Time = [Length (Ci) N i ] / R(t) (10) Where Length C i is cloudlet length and N i is number of cloudlets for specific virtual machine. Let us consider the following simulation result of which we have to calculate the throughput of all the 3 algorithms and have to compare them. After comparing the results of these two algorithms we have to conclude that which is more efficient out of these three scheduling algorithms. The process of simulation is done within Cloud environment i.e. implemented with the help of CloudSim toolkit. So, the result

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