IMPLEMENTASI NETWORK AUTOMATION UNTUK OPTIMASI BANDWIDTH PADA JARINGAN KOMPUTER

FAJRI, AHMAD AIDIL and Heryanto, Ahmad and Hermansyah, Adi (2025) IMPLEMENTASI NETWORK AUTOMATION UNTUK OPTIMASI BANDWIDTH PADA JARINGAN KOMPUTER. Diploma thesis, Sriwijaya University.

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Abstract

Bandwidth optimization is a crucial aspect in supporting network performance, especially when dealing with dynamic traffic. This research develops a Network Automation system based on Python, utilizing the Paramiko library, which is capable of performing automatic and adaptive configurations by implementing Load Balancing methods using Per Connection Classifier (PCC) techniques. Four testing scenarios were conducted to compare the effectiveness of manual and automated configurations under normal conditions as well as under high load. The results of the study indicate an increase in throughput from 2.92 Mbps to 11.98 Mbps, alongside a reduction in packet loss from 22.8% to 2.1%. In extreme scenarios, the system successfully maintained packet loss at 2.9%, despite an increase in delay reaching up to 7,199.7 ms. Furthermore, the system is equipped with real-time notifications via Telegram, informing the administrator when there is a spike in CPU usage, thereby facilitating a prompt response. With this approach, network administrators no longer need to perform manual configurations, but can rely on a responsive and efficient system. Keywords: Network Automation, Bandwidth, Load Balancing, PCC, Python, Paramiko, Computer Network.

Item Type:	Thesis (Diploma)
Uncontrolled Keywords:	Network Automation, Bandwidth Optimization, Python
Subjects:	Z Bibliography. Library Science. Information Resources > ZA Information resources > ZA4150-4380 Computer network resources
Divisions:	09-Faculty of Computer Science > 56401-Computer Engineering (D3)
Depositing User:	Ahmad Aidil Fajri
Date Deposited:	18 Jun 2025 07:38
Last Modified:	18 Jun 2025 07:38
URI:	http://repository.unsri.ac.id/id/eprint/175707

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