TY - GEN
T1 - Simulation of fuzzy inference system to task scheduling in queueing networks
AU - López-Santana, Eduyn Ramiro
AU - Franco-Franco, Carlos
AU - Figueroa-García, Juan Carlos
N1 - Publisher Copyright:
© 2017, Springer International Publishing AG.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2017
Y1 - 2017
N2 - This paper presents a simulation approach of the problem of scheduling customers in a queuing networks using a fuzzy inference system. Usually, in the queuing systems there are rules as round robin, equiprobable, shortest queue, among others, to schedule customers, however the condition of the system like the cycle time, utilization and the length of queue is difficult to measure. We propose a fuzzy inference system in order to determine the status in the system using input variables like the length queue and utilization. Our simulation shows an improvement in the performance measures compared with traditional scheduling policies.
AB - This paper presents a simulation approach of the problem of scheduling customers in a queuing networks using a fuzzy inference system. Usually, in the queuing systems there are rules as round robin, equiprobable, shortest queue, among others, to schedule customers, however the condition of the system like the cycle time, utilization and the length of queue is difficult to measure. We propose a fuzzy inference system in order to determine the status in the system using input variables like the length queue and utilization. Our simulation shows an improvement in the performance measures compared with traditional scheduling policies.
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U2 - 10.1007/978-3-319-66963-2_24
DO - 10.1007/978-3-319-66963-2_24
M3 - Conference contribution
AN - SCOPUS:85030027046
SN - 9783319669625
T3 - Communications in Computer and Information Science
SP - 263
EP - 274
BT - Applied Computer Sciences in Engineering - 4th Workshop on Engineering Applications, WEA 2017, Proceedings
A2 - Figueroa-Garcia, Juan Carlos
A2 - Lopez-Santana, Eduyn Ramiro
A2 - Ferro-Escobar, Roberto
A2 - Villa-Ramirez, Jose Luis
PB - Springer
T2 - 4th Workshop on Engineering Applications, WEA 2017
Y2 - 27 September 2017 through 29 September 2017
ER -