Analyzing the Network System Performance Based on the Queuing Theory Concept

Increasing network use in several domains makes optimization more critical than ever before. The Queuing theory is used to comprehend the network's performance by comparing various factors to determine the optimal design based on the number of servers and distribution in order to maximize packet transmission and decrease packet loss. The result illustrates that uniform service time distribution, as opposed to an exponential distribution, may reduce packet loss. In addition, the behavior of packet transmission is depicted using servers with varying waiting line capacities. This study compares M/M/l, M/M/l/B, and M/M/l/B to determine the optimal arrangement for sending packets inside the network.