Open AccessDiscrete-event simulation of load distribution between server stations
Author(s) -
O. V. Denisov
Publication year - 2022
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/2182/1/012018
Subject(s) - stateflow , computer science , load balancing (electrical power) , discrete event simulation , server , queueing theory , event (particle physics) , matlab , distributed computing , real time computing , queue management system , transmission (telecommunications) , simulation , operating system , computer network , telecommunications , physics , geometry , mathematics , quantum mechanics , grid
The simulation model of the computational load balancing in a server complex using a balancing server is proposed. The server load balancing model was developed using MATLAB/Simulink/SimEvents/Stateflow tools. The SimEvents based model makes it possible to simulate the server complex as a queuing system and to take into account the sporadic occurrence of requests. The Stateflow based event-driven model simulates the system with a variable time delay in data transmission channels and simulates state transitions for servers. This discrete-event simulation model allows evaluating the possibility of rational use of computational resources and reducing the time of service. In addition, the model allows to investigate the effectiveness of load balancing systems at the stage of their development.