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© 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939
IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 124
Comparison Analysis of CPU Scheduling : FCFS,
SJF and Round Robin
Andysah Putera Utama Siahaan
Universitas Pembangunan Panca Budi
Jl. Jend. Gatot Subroto Km. 4,5 Sei Sikambing, 20122, Medan, Sumatera Utara, Indonesia
Abstract - Task scheduling is needed to maintain every process that comes with a processor in parallel processing. In several
conditions, not every algorithm works better on the significant problem. Sometimes FCFS algorithm is better than the other
in short burst time while Round Robin is better for multiple processes in every single time. However, it cannot be predicted
what process will come after. Average Waiting Time is a standard measure for giving credit to the scheduling algorithm.
Several techniques have been applied to maintain the process to make the CPU performance in normal. The objective of
this paper is to compare three algorithms, FCFS, SJF, and Round Robin. The target is to know which algorithm is more
suitable for the certain process.
Index Term - FCFS, SJF, Round Robin, Schedule, Operating System.
I. INTRODUCTION
Scheduling is already part of a parallel process [1]. In scheduling, there are several methods used to perform queue process that
comes to the processor. Some algorithms are popular among other First Come First Serve, Shortest Job First, and Round Robin. In
this study, The discussion involves the comparison of the average waiting time of each of these algorithms. The purpose of this
comparison to determine what algorithm is more suitable for some processes that are in the ready queue. The priority of the processes
that occur on the processor is something that determines when the process will be done. However, it does not discuss the priority in
this study. The scheduling assumes all of which occurred in the queue have the same priority value.
II. THEORIES
The process is the state when a program is executed [12]. When the computer is running, there are many processes running
simultaneously. A process may create a derivative process is carried out by a parent process. The derivation process is also able to
create a new process so that all of these processes ultimately forming process tree. When a process is made then the process can
obtain these resources such as CPU time, memory, files, or I/O devices [2][4]. These resources can be obtained directly from the
operating system, from the parent process that dispenses resources to each process its derivative, or the derivative and the parent
process share the resources of a given operating system. CPU scheduling is part of a multi-programming operating system. Job
scheduling is to move the CPU work among the processes[3]. This serves to make the computer work more productive. A process
generally consists of two cycles of Burst I/O and CPU Burst performed alternately until the process is complete.
FCFS or FIFO can be defined as a process that arrives first will be served first. If there is a process to arrive at the same time, the
services they carried through their order in the queue[5][10]. The process in the queue behind had to wait until all the process in
front of him is complete. Any process that is on ready status put in FCFS queue according to the time of arrival. Figure 1 shows
how the FCFS works.
Fig. 1 Illustration of FCFS
© 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939
IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 125
The process which has been done does enter the queue anymore. However, here the process which burst time is short must wait
for the other process to be finished.
SJF algorithm is a special case of priority scheduling. Each process is equipped with a priority number that is burst time. The
CPU is allocated to the process that has the highest priority (smallest integer value is usually the biggest priority) [11]. If several
processes have the same priority, then it will use FCFS algorithm. Scheduling priority consists of two schemes, non-preemptive and
preemptive. If there is a process P1 comes on when P0 is running, it will be a priority P1. Suppose P1 greater priority than the
priority P0; then the non-preemptive, fixed algorithm will complete P0 to the end of its CPU burst, and put P1 in the head position
in the queue. While in preemptive, P0 will be stopped first, and replace the CPU allocated to P1. Figure 2 shows the waiting time
calculation of SJF.
Fig. 2 Illustration of Shortest Job First
In Figure 2, the smallest burst time is 1. However, there are many processes which burst times are 1. Those processes are not in
the same ready queue. The ready queue will be the same arrival time such as P1-P3, P4-P6 and so on. Let’s see the P7-P9; the
smallest burst time is in P9 so that P9 will be performed first. However, in P4-P6, the FCFS is used.
In Round Robin concept, the algorithm uses time-sharing. The algorithm is same as FCFS, but it is preemted [7]. Each process
gets CPU time called a quantum time to limit the processing time, typically 1-100 milliseconds. After time runs out, the process is
delayed and added to the ready queue. If a process has a CPU burst is smaller than the time quantum, then the process will release
the CPU if it has finished its work so that the CPU can be immediately used by the next process[8][9]. Conversely, if a process has
a CPU burst greater than the time quantum, the process will be suspended if it reaches a quantum of time, and then queuing back to
the position of the tail of the ready queue and then execute the next process. If there are n processes in the ready queue and the time
quantum q, then each process of getting 1/n of the CPU time at most q time units at once CPU scheduling. No process waits for
more than (n-1) q time units. Round Robin algorithm performance can be explained as the following figure when the queue is large,
then the algorithm used is FCFS, but if the queue is small then frequent context switches is happening.
Fig. 3 Illustration of Round Robin
© 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939
IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 126
III. TESTING AND ANALYSIS
The creation of data sampling process must be established. Some of them have the same arrival time and different burst time.
Table 1 shows the data in the process.
Table 1 Data sampling.
Process Arrival Time Burst Time
P1 0 1
P2 0 1
P3 0 1
P4 3 1
P5 3 2
P6 3 3
P7 7 3
P8 7 2
P9 7 1
P10 13 1
P11 13 2
P12 13 3
P13 17 5
P14 17 2
P15 19 4
P16 21 7
P17 23 3
P18 24 5
P19 24 1
P20 24 3
P21 24 5
P22 24 4
P23 25 8
P24 25 4
P25 26 3
Let’s consider that Process is P, Arrival Time is AT, Burst Time is BT, Waiting Time is WT. The formula below is to obtain the
waiting time.
𝑾𝑻𝒏 = (∑ 𝑩𝑻
𝒏−𝟏
𝒊=𝟏
) − 𝑨𝑻𝒏
𝑻𝑾𝑻 = ∑ 𝑾𝑻
First Come First Serve
Every single waiting time must be calculated. Then calculate the Total Waiting Time and the Average Waiting Time of the FCFS
algorithm.
WT1 = P1AT
= 0
WT2 = P1BT - P2AT
= 1 - 0
= 1
WT3 = P1BT + P2BT - P3AT
= 1 + 1 - 0
= 2
WT4 = P1BT + P2BT + P3BT – P4AT
= 1 + 1 + 1 - 3
= 0
WT5 = P1BT + P2BT + P3BT + P4BT – P5AT
= 1 + 1 + 1 + 1 - 3
= 1
WT25 = P1BT + P2BT + P3BT + .. + P24BT – P25AT
= 1 + 1 + 1 +1 + .. + 4 – 26
= 46
(1)
(2)
© 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939
IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 127
The calculation continues until the last process. It produces the total waiting time and finally the average waiting time is obtained.
TWT = WT1 + WT2 + WT3 + WT4 + WT5 + ... + WT25
= 0 + 1 + 2 + 0 + 1 + ... + 46
= 328
AWT = TWT / TOTAL PROCESS
= 328 / 25
= 13.12
Figure 4 shows the time split which represents each process of the FCFS algorithm.
Fig. 4 : Process of FCFS
Shotest Job First
The second calculation is using SJF algorithm. It is FCFS concept, but the process which comes at the same time or the same
ready queue must be sorted in ascending order. The smallest burst time will be the first order while the bigger will be the last one.
The table must be reconstructed in SJF model. The same arrival time must be sorted from low to high. After being changed, the
form of the process can be seen in Table 2. The highlighted rows are the processes which have been sorted.
Table 2 Data sampling of SJF.
Process Arrival Time Burst Time
P1 0 1
P2 0 1
P3 0 1
P4 3 1
P5 3 2
P6 3 3
P9 7 1
P8 7 2
P7 7 3
P10 13 1
P11 13 2
P12 13 3
P14 17 2
P13 17 5
P15 19 4
P16 21 7
P17 23 3
P19 24 1
© 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939
IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 128
P20 24 3
P22 24 4
P21 24 5
P18 24 5
P24 25 4
P23 25 8
P25 26 3
Afterward, it proceed to calculate the Total Waiting Time and the Average Waiting Time of the SJF algorithm.
WT1 = P1AT
= 0
WT2 = P1BT - P2AT
= 1 - 0
= 1
WT3 = P1BT + P2BT - P3AT
= 1 + 1 - 0
= 2
WT4 = P1BT + P2BT + P3BT – P4AT
= 1 + 1 + 1 - 3
= 0
WT5 = P1BT + P2BT + P3BT + P4BT – P5AT
= 1 + 1 + 1 + 1 - 3
= 1
WT25 = P1BT + P2BT + P3BT + .. + P24BT – P25AT
= 1 + 1 + 1 +1 + .. + 4 – 26
= 46
The calculation continues until the last process. Then it produces the total waiting time and finally the average waiting time is
obtained.
TWT = WT1 + WT2 + WT3 + WT4 + WT5 + ... + WT25
= 0 + 1 + 2 + 0 + 1 + ... + 46
= 309
AWT = TWT / TOTAL PROCESS
= 328 / 25
= 12.36
Figure 5 shows the time split which represents each process of the SJF algorithm.
Fig. 5 Process of SJF
© 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939
IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 129
Round Robin
The calculation in Round Robin is more difficult than the earlier calculations. In this algorithm, it needs to split the best time into
several subprocesses in a period. Quantum Time is a time slicing technique to split burst time into several subprocesses. Testing the
same data with different quantum times is giving the different AWT.
Quantum Time = 2
Total Waiting Time = 523
Average Waiting Time = 20.92
Quantum Time = 3
Total Waiting Time = 422
Average Waiting Time = 16.88
Quantum Time = 5
Total Waiting Time = 346
Average Waiting Time = 13.84
If the quantum time value bigger than the burst times available, the Round Robin turns to FCFS algorithm.
Quantum Time = 10
Total Waiting Time = 328
Average Waiting Time = 13.12
Fig. 6 Process of Round Robin Quantum Time = 2
Fig. 7 Process of Round Robin Quantum Time = 3
© 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939
IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 130
Fig. 8 Process of Round Robin Quantum Time = 5
Fig. 9 Process of Round Robin Quantum Time = 10
Figure 6 to 9 show the time split which represents each process by doing Round Robin algorithm in different quantum time
values. Quantum time influences the result of the average waiting time. If the quantum time bigger, the average waiting time will
result in the small value, but the processes those have been in the ready queue will take more time to get a turn.
IV. CONCLUSION
The calculation of three algorithms shows the different average waiting time. The FCFS is better for a small burst time. The SJF
is better if the process comes to processor simultaneously. The last algorithm, Round Robin, is better to adjust the average waiting
time desired. Round Robin quantum time will set it towards more SJF or FCFS value. All algorithm is good, but the speed of the
process depends on the processor load.
REFERENCES
[1] H. Heidari dan A. Chalechale, “Scheduling in Multiprocessor System Using Genetic Algorithm,” International Journal of
Advanced Science and Technology, vol. 43, pp. 81-94, 2012.
[2] C. Bajaj, A. Dogra dan G. Singh, “Review And Analysis Of Task Scheduling Algorithms,” International Research Journal
of Engineering and Technology, vol. 2, no. 3, pp. 1449-1452, 2015.
[3] N. Hamid, “Scheduling Policies,” [Online]. Available: http://homepages.uel.ac.uk/u8902383/scheduling_policies.htm.
© 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939
IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 131
[4] Arpaci-Dusseau, “Shortest Job Next,” 12 April 2016. [Online]. Available: https://en.wikipedia.org/wiki/Shortest_job_next.
[Diakses 1 May 2016].
[5] A. Dusseau, R. H. dan A. C., Operating Systems: Three Easy Pieces, Arpaci-Dusseau Books, 2014.
[6] Tanenbaum, Modern Operating Systems, Pearson Education, Inc., 2008.
[7] A. Noon, A. Kalakech dan S. Kadry, “A New Round Robin Based Scheduling Algorithm for Operating Systems: Dynamic
Quantum Using the Mean Average,” IJCSI International Journal of Computer Science Issues, vol. 8, no. 3, pp. 224-229,
2011.
[8] I. S. Rajput dan D. Gupta, “A Priority based Round Robin CPU Scheduling Algorithm for Real Time Systems,” International
Journal of Innovations in Engineering and Technology, vol. 1, no. 3, pp. 1-11, 2012.
[9] R. Shyam dan S. K. Nandal, “Improved Mean Round Robin with Shortest Job First Scheduling,” International Journal of
Advanced Research in Computer Science and Software Engineering, vol. 4, no. 7, pp. 170-179, 2014.
[10] Y. Adekunle, Z. Ogunwobi dan A. S. Jerry, “A Comparative Study of Scheduling Algorithms for Multiprogramming in Real-
Time Systems,” International Journal of Innovation and Scientific Research, vol. 12, no. 1, pp. 180-185, 2014.
[11] P. Singh, V. Singh dan A. Pandey, “Analysis and Comparison of CPU Scheduling Algorithms,” International Journal of
Emerging Technology and Advanced Engineering, vol. 4, no. 1, pp. 91-95, 2014.
[12] A. P. U. Siahaan, “Penyelarasan Pada Masalah Dining Philosophers Menggunakan Algoritma Lock & Release,” Techsi, vol.
6, no. 1, pp. 14-18, 2015.
BIOGRAPHY
Andysah Putera Utama Siahaan was born in Medan, Indonesia, in 1980. He received the S.Kom. degree
in computer science from Universitas Pembangunan Panca Budi, Medan, Indonesia, in 2010, and the
M.Kom. in computer science as well from the University of Sumatera Utara, Medan, Indonesia, in 2012.
In 2010, he joined the Department of Engineering, Universitas Pembangunan Panca Budi, as a Lecturer,
and in 2012 became a junior researcher. He is applying for his Ph. D. degree in 2016. He has written in
several international journal and conference. He is now active in writing papers and joining conferences.

More Related Content

Comparison Analysis of CPU Scheduling : FCFS, SJF and Round Robin

  • 1. © 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939 IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 124 Comparison Analysis of CPU Scheduling : FCFS, SJF and Round Robin Andysah Putera Utama Siahaan Universitas Pembangunan Panca Budi Jl. Jend. Gatot Subroto Km. 4,5 Sei Sikambing, 20122, Medan, Sumatera Utara, Indonesia Abstract - Task scheduling is needed to maintain every process that comes with a processor in parallel processing. In several conditions, not every algorithm works better on the significant problem. Sometimes FCFS algorithm is better than the other in short burst time while Round Robin is better for multiple processes in every single time. However, it cannot be predicted what process will come after. Average Waiting Time is a standard measure for giving credit to the scheduling algorithm. Several techniques have been applied to maintain the process to make the CPU performance in normal. The objective of this paper is to compare three algorithms, FCFS, SJF, and Round Robin. The target is to know which algorithm is more suitable for the certain process. Index Term - FCFS, SJF, Round Robin, Schedule, Operating System. I. INTRODUCTION Scheduling is already part of a parallel process [1]. In scheduling, there are several methods used to perform queue process that comes to the processor. Some algorithms are popular among other First Come First Serve, Shortest Job First, and Round Robin. In this study, The discussion involves the comparison of the average waiting time of each of these algorithms. The purpose of this comparison to determine what algorithm is more suitable for some processes that are in the ready queue. The priority of the processes that occur on the processor is something that determines when the process will be done. However, it does not discuss the priority in this study. The scheduling assumes all of which occurred in the queue have the same priority value. II. THEORIES The process is the state when a program is executed [12]. When the computer is running, there are many processes running simultaneously. A process may create a derivative process is carried out by a parent process. The derivation process is also able to create a new process so that all of these processes ultimately forming process tree. When a process is made then the process can obtain these resources such as CPU time, memory, files, or I/O devices [2][4]. These resources can be obtained directly from the operating system, from the parent process that dispenses resources to each process its derivative, or the derivative and the parent process share the resources of a given operating system. CPU scheduling is part of a multi-programming operating system. Job scheduling is to move the CPU work among the processes[3]. This serves to make the computer work more productive. A process generally consists of two cycles of Burst I/O and CPU Burst performed alternately until the process is complete. FCFS or FIFO can be defined as a process that arrives first will be served first. If there is a process to arrive at the same time, the services they carried through their order in the queue[5][10]. The process in the queue behind had to wait until all the process in front of him is complete. Any process that is on ready status put in FCFS queue according to the time of arrival. Figure 1 shows how the FCFS works. Fig. 1 Illustration of FCFS
  • 2. © 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939 IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 125 The process which has been done does enter the queue anymore. However, here the process which burst time is short must wait for the other process to be finished. SJF algorithm is a special case of priority scheduling. Each process is equipped with a priority number that is burst time. The CPU is allocated to the process that has the highest priority (smallest integer value is usually the biggest priority) [11]. If several processes have the same priority, then it will use FCFS algorithm. Scheduling priority consists of two schemes, non-preemptive and preemptive. If there is a process P1 comes on when P0 is running, it will be a priority P1. Suppose P1 greater priority than the priority P0; then the non-preemptive, fixed algorithm will complete P0 to the end of its CPU burst, and put P1 in the head position in the queue. While in preemptive, P0 will be stopped first, and replace the CPU allocated to P1. Figure 2 shows the waiting time calculation of SJF. Fig. 2 Illustration of Shortest Job First In Figure 2, the smallest burst time is 1. However, there are many processes which burst times are 1. Those processes are not in the same ready queue. The ready queue will be the same arrival time such as P1-P3, P4-P6 and so on. Let’s see the P7-P9; the smallest burst time is in P9 so that P9 will be performed first. However, in P4-P6, the FCFS is used. In Round Robin concept, the algorithm uses time-sharing. The algorithm is same as FCFS, but it is preemted [7]. Each process gets CPU time called a quantum time to limit the processing time, typically 1-100 milliseconds. After time runs out, the process is delayed and added to the ready queue. If a process has a CPU burst is smaller than the time quantum, then the process will release the CPU if it has finished its work so that the CPU can be immediately used by the next process[8][9]. Conversely, if a process has a CPU burst greater than the time quantum, the process will be suspended if it reaches a quantum of time, and then queuing back to the position of the tail of the ready queue and then execute the next process. If there are n processes in the ready queue and the time quantum q, then each process of getting 1/n of the CPU time at most q time units at once CPU scheduling. No process waits for more than (n-1) q time units. Round Robin algorithm performance can be explained as the following figure when the queue is large, then the algorithm used is FCFS, but if the queue is small then frequent context switches is happening. Fig. 3 Illustration of Round Robin
  • 3. © 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939 IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 126 III. TESTING AND ANALYSIS The creation of data sampling process must be established. Some of them have the same arrival time and different burst time. Table 1 shows the data in the process. Table 1 Data sampling. Process Arrival Time Burst Time P1 0 1 P2 0 1 P3 0 1 P4 3 1 P5 3 2 P6 3 3 P7 7 3 P8 7 2 P9 7 1 P10 13 1 P11 13 2 P12 13 3 P13 17 5 P14 17 2 P15 19 4 P16 21 7 P17 23 3 P18 24 5 P19 24 1 P20 24 3 P21 24 5 P22 24 4 P23 25 8 P24 25 4 P25 26 3 Let’s consider that Process is P, Arrival Time is AT, Burst Time is BT, Waiting Time is WT. The formula below is to obtain the waiting time. 𝑾𝑻𝒏 = (∑ 𝑩𝑻 𝒏−𝟏 𝒊=𝟏 ) − 𝑨𝑻𝒏 𝑻𝑾𝑻 = ∑ 𝑾𝑻 First Come First Serve Every single waiting time must be calculated. Then calculate the Total Waiting Time and the Average Waiting Time of the FCFS algorithm. WT1 = P1AT = 0 WT2 = P1BT - P2AT = 1 - 0 = 1 WT3 = P1BT + P2BT - P3AT = 1 + 1 - 0 = 2 WT4 = P1BT + P2BT + P3BT – P4AT = 1 + 1 + 1 - 3 = 0 WT5 = P1BT + P2BT + P3BT + P4BT – P5AT = 1 + 1 + 1 + 1 - 3 = 1 WT25 = P1BT + P2BT + P3BT + .. + P24BT – P25AT = 1 + 1 + 1 +1 + .. + 4 – 26 = 46 (1) (2)
  • 4. © 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939 IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 127 The calculation continues until the last process. It produces the total waiting time and finally the average waiting time is obtained. TWT = WT1 + WT2 + WT3 + WT4 + WT5 + ... + WT25 = 0 + 1 + 2 + 0 + 1 + ... + 46 = 328 AWT = TWT / TOTAL PROCESS = 328 / 25 = 13.12 Figure 4 shows the time split which represents each process of the FCFS algorithm. Fig. 4 : Process of FCFS Shotest Job First The second calculation is using SJF algorithm. It is FCFS concept, but the process which comes at the same time or the same ready queue must be sorted in ascending order. The smallest burst time will be the first order while the bigger will be the last one. The table must be reconstructed in SJF model. The same arrival time must be sorted from low to high. After being changed, the form of the process can be seen in Table 2. The highlighted rows are the processes which have been sorted. Table 2 Data sampling of SJF. Process Arrival Time Burst Time P1 0 1 P2 0 1 P3 0 1 P4 3 1 P5 3 2 P6 3 3 P9 7 1 P8 7 2 P7 7 3 P10 13 1 P11 13 2 P12 13 3 P14 17 2 P13 17 5 P15 19 4 P16 21 7 P17 23 3 P19 24 1
  • 5. © 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939 IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 128 P20 24 3 P22 24 4 P21 24 5 P18 24 5 P24 25 4 P23 25 8 P25 26 3 Afterward, it proceed to calculate the Total Waiting Time and the Average Waiting Time of the SJF algorithm. WT1 = P1AT = 0 WT2 = P1BT - P2AT = 1 - 0 = 1 WT3 = P1BT + P2BT - P3AT = 1 + 1 - 0 = 2 WT4 = P1BT + P2BT + P3BT – P4AT = 1 + 1 + 1 - 3 = 0 WT5 = P1BT + P2BT + P3BT + P4BT – P5AT = 1 + 1 + 1 + 1 - 3 = 1 WT25 = P1BT + P2BT + P3BT + .. + P24BT – P25AT = 1 + 1 + 1 +1 + .. + 4 – 26 = 46 The calculation continues until the last process. Then it produces the total waiting time and finally the average waiting time is obtained. TWT = WT1 + WT2 + WT3 + WT4 + WT5 + ... + WT25 = 0 + 1 + 2 + 0 + 1 + ... + 46 = 309 AWT = TWT / TOTAL PROCESS = 328 / 25 = 12.36 Figure 5 shows the time split which represents each process of the SJF algorithm. Fig. 5 Process of SJF
  • 6. © 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939 IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 129 Round Robin The calculation in Round Robin is more difficult than the earlier calculations. In this algorithm, it needs to split the best time into several subprocesses in a period. Quantum Time is a time slicing technique to split burst time into several subprocesses. Testing the same data with different quantum times is giving the different AWT. Quantum Time = 2 Total Waiting Time = 523 Average Waiting Time = 20.92 Quantum Time = 3 Total Waiting Time = 422 Average Waiting Time = 16.88 Quantum Time = 5 Total Waiting Time = 346 Average Waiting Time = 13.84 If the quantum time value bigger than the burst times available, the Round Robin turns to FCFS algorithm. Quantum Time = 10 Total Waiting Time = 328 Average Waiting Time = 13.12 Fig. 6 Process of Round Robin Quantum Time = 2 Fig. 7 Process of Round Robin Quantum Time = 3
  • 7. © 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939 IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 130 Fig. 8 Process of Round Robin Quantum Time = 5 Fig. 9 Process of Round Robin Quantum Time = 10 Figure 6 to 9 show the time split which represents each process by doing Round Robin algorithm in different quantum time values. Quantum time influences the result of the average waiting time. If the quantum time bigger, the average waiting time will result in the small value, but the processes those have been in the ready queue will take more time to get a turn. IV. CONCLUSION The calculation of three algorithms shows the different average waiting time. The FCFS is better for a small burst time. The SJF is better if the process comes to processor simultaneously. The last algorithm, Round Robin, is better to adjust the average waiting time desired. Round Robin quantum time will set it towards more SJF or FCFS value. All algorithm is good, but the speed of the process depends on the processor load. REFERENCES [1] H. Heidari dan A. Chalechale, “Scheduling in Multiprocessor System Using Genetic Algorithm,” International Journal of Advanced Science and Technology, vol. 43, pp. 81-94, 2012. [2] C. Bajaj, A. Dogra dan G. Singh, “Review And Analysis Of Task Scheduling Algorithms,” International Research Journal of Engineering and Technology, vol. 2, no. 3, pp. 1449-1452, 2015. [3] N. Hamid, “Scheduling Policies,” [Online]. Available: http://homepages.uel.ac.uk/u8902383/scheduling_policies.htm.
  • 8. © 2016 IJEDR | Volume 4, Issue 3 | ISSN: 2321-9939 IJEDR1603022 International Journal of Engineering Development and Research (www.ijedr.org) 131 [4] Arpaci-Dusseau, “Shortest Job Next,” 12 April 2016. [Online]. Available: https://en.wikipedia.org/wiki/Shortest_job_next. [Diakses 1 May 2016]. [5] A. Dusseau, R. H. dan A. C., Operating Systems: Three Easy Pieces, Arpaci-Dusseau Books, 2014. [6] Tanenbaum, Modern Operating Systems, Pearson Education, Inc., 2008. [7] A. Noon, A. Kalakech dan S. Kadry, “A New Round Robin Based Scheduling Algorithm for Operating Systems: Dynamic Quantum Using the Mean Average,” IJCSI International Journal of Computer Science Issues, vol. 8, no. 3, pp. 224-229, 2011. [8] I. S. Rajput dan D. Gupta, “A Priority based Round Robin CPU Scheduling Algorithm for Real Time Systems,” International Journal of Innovations in Engineering and Technology, vol. 1, no. 3, pp. 1-11, 2012. [9] R. Shyam dan S. K. Nandal, “Improved Mean Round Robin with Shortest Job First Scheduling,” International Journal of Advanced Research in Computer Science and Software Engineering, vol. 4, no. 7, pp. 170-179, 2014. [10] Y. Adekunle, Z. Ogunwobi dan A. S. Jerry, “A Comparative Study of Scheduling Algorithms for Multiprogramming in Real- Time Systems,” International Journal of Innovation and Scientific Research, vol. 12, no. 1, pp. 180-185, 2014. [11] P. Singh, V. Singh dan A. Pandey, “Analysis and Comparison of CPU Scheduling Algorithms,” International Journal of Emerging Technology and Advanced Engineering, vol. 4, no. 1, pp. 91-95, 2014. [12] A. P. U. Siahaan, “Penyelarasan Pada Masalah Dining Philosophers Menggunakan Algoritma Lock & Release,” Techsi, vol. 6, no. 1, pp. 14-18, 2015. BIOGRAPHY Andysah Putera Utama Siahaan was born in Medan, Indonesia, in 1980. He received the S.Kom. degree in computer science from Universitas Pembangunan Panca Budi, Medan, Indonesia, in 2010, and the M.Kom. in computer science as well from the University of Sumatera Utara, Medan, Indonesia, in 2012. In 2010, he joined the Department of Engineering, Universitas Pembangunan Panca Budi, as a Lecturer, and in 2012 became a junior researcher. He is applying for his Ph. D. degree in 2016. He has written in several international journal and conference. He is now active in writing papers and joining conferences.