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Analisis Perbandingan Performansi Protokol Ad Hoc On-Demand Distance Vector dan Zone Routing Protocol Pada Mobile Ad Hoc Network Kusuma, Bayu Satria; Risqiwati, Diah; Akbi, Denar Regata
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 2, No 3, August-2017
Publisher : Universitas Muhammadiyah Malang

Jaringan Ad Hoc adalah jaringan wireless dengan beberapa Mobile node yang tidak memiliki router tetap. Setiap node ini dapat berfungsi sebagai router yang dapat mencari dan menangani jalur ke node yang lain dalam suatu jaringan. Setiap node pada jaringan bersifat Mobile sehingga topologi dari jaringannya selalu berubah-ubah. AODV dan ZRP merupakan contoh routing protocol yang efisien untuk jaringan Ad Hoc pada tipe routing protocol masing-masing. AODV untuk tipe routing protocol reactive dan ZRP untuk tipe routing protocol hybrid. Setiap routing protocol tentu akan memiliki kemampuan yang berbeda dalam kecepatan mencari jalur routing dan kemampuan pengiriman jumlah packet dalam jaringan, sehingga Quality of Service (QoS) untuk setiap routing protocol juga berbeda. Oleh karena itu, menjadi penting untuk mengetahui kecepatan dan efisiensi routing protocol dalam menentukan routing yang akan digunakan dalam studi kasus. Dalam Penelitian melakukan analisis QoS jaringan ad hoc pada routing protocol AODV dan ZRP dengan parameter yang di uji adalah End to End Delay, Jitter, Packet Delivery Ratio dan Throughput. Setelah data terkumpul, dilakukan analisa dengan melihat QoS setiap protocol routing. Hasil pengujian memperlihatkan bahwa masing-masing routing protocol yang diteliti, routing protocol AODV memiliki waktu yang lebih cepat dalam proses pengiriman packet ke node selanjutnya dengan nilai rata-rata 0.3134 detik dari pada routing protocol ZRP yang memiliki nilai 0.3891 detik. Untuk jumlah packet yang terkirim routing protocol ZRP lebih baik dengan rata-rata throughput 963.34 Kb dibandingkan dengan routing protocol AODV.

Efisien Epidemic: Pemilihan jarak terjauh dan arah pergerakan kendaraan untuk pendistribusian pesan darurat pada VDTN Akbi, Denar Regata; Wibisono, Waskitho
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 1, No 2, August-2016
Publisher : Universitas Muhammadiyah Malang

AbstractVANET has characteristics of high mobility vehicles and fast changes of the topology, it causes process data communication interrupted frequently. It can be minimized by Vehicular Technology Delay Tolerant Networking (VDTN). The Epidemic protocol is one of which was used to the distribution of message on VANET, the mecanism of Epidemic protocol caused amount of message, thus impacting in distribution unefficient message and the performance can be lower.The porposed of this research are to solve the problem of Epidemic protocol, namely e-Epidemic protocol. This proposed protocol are the development of Epidemic protocol that give more attention on the vehicles direction and farest vehicle.The results based on the number of messages distribution showed the number of messages average which owned e-Epidemic protocol is 8% whereas epidemic protocol is 92%. And based on the delay value, e-Epidemic protocol only has delay as much as 17%, meanwhile epidemic protocol has delay 83%.

Paragraph Selection Methods Using Feature-Based on Segment-Based Clustering Process Using Paragraphs for Identifying Topics on Indication Detection of Plagiarism System Akbi, Denar Regata; Rosyadi, Arini Rahmawati
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 3, No 2, May-2018
Publisher : Universitas Muhammadiyah Malang

In segment-based clustering, the paragraphs selection as a dataset in the clustering process has a very important role. This is because the paragraph used as the dataset can affect the clustering result. This research uses paragraph selection using feature-based method which aims to optimize the clustering process conducted in the previous research. Based on the evaluation results using Silhouette Coefficient and Sum Square Errors evaluation methods to find the proper k value, it is found that with the utilization of Feature-based method, better results can be acquire compared to the evaluation result from the previous research.

Performance Comparisson Human Activity Recognition Using Simple Linear Method Kusuma, Wahyu Andhyka; Sari, Zamah; Minarno, Agus Eko; Wibowo, Hardianto; Akbi, Denar Regata; Jawas, Naser
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol. 5, No. 1, February 2020
Publisher : Universitas Muhammadiyah Malang

Human activity recognition (HAR) with daily activities have become leading problems in human physical analysis. HAR with wide application in several areas of human physical analysis were increased along with several machine learning methods. This topic such as fall detection, medical rehabilitation or other smart appliance in physical analysis application has increase degree of life. Smart wearable devices with inertial sensor accelerometer and gyroscope were popular sensor for physical analysis. The previous research used this sensor with a various position in the human body part. Activities can classify in three class, static activity (SA), transition activity (TA), and dynamic activity (DA). Activity from complexity in activities can be separated in low and high complexity based on daily activity. Daily activity pattern has the same shape and patterns with gathering sensor. Dataset used in this paper have acquired from 30 volunteers. Seven basic machine learning algorithm Logistic Regression, Support Vector Machine, Decision Tree, Random Forest, Gradient Boosted and K-Nearest Neighbor. Confusion activities were solved with a simple linear method. The purposed method Logistic Regression achieves 98% accuracy same as SVM with linear kernel, with same result hyperparameter tuning for both methods have the same accuracy. LR and SVC its better used in SA and DA without TA in each recognizing.

Analisis Perbandingan Performansi Protokol Ad Hoc On-Demand Distance Vector dan Zone Routing Protocol Pada Mobile Ad Hoc Network Bayu Satria Kusuma; Diah Risqiwati; Denar Regata Akbi
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 2, No 3, August-2017
Publisher : Universitas Muhammadiyah Malang

Jaringan Ad Hoc adalah jaringan wireless dengan beberapa Mobile node yang tidak memiliki router tetap. Setiap node ini dapat berfungsi sebagai router yang dapat mencari dan menangani jalur ke node yang lain dalam suatu jaringan. Setiap node pada jaringan bersifat Mobile sehingga topologi dari jaringannya selalu berubah-ubah. AODV dan ZRP merupakan contoh routing protocol yang efisien untuk jaringan Ad Hoc pada tipe routing protocol masing-masing. AODV untuk tipe routing protocol reactive dan ZRP untuk tipe routing protocol hybrid. Setiap routing protocol tentu akan memiliki kemampuan yang berbeda dalam kecepatan mencari jalur routing dan kemampuan pengiriman jumlah packet dalam jaringan, sehingga Quality of Service (QoS) untuk setiap routing protocol juga berbeda. Oleh karena itu, menjadi penting untuk mengetahui kecepatan dan efisiensi routing protocol dalam menentukan routing yang akan digunakan dalam studi kasus. Dalam Penelitian melakukan analisis QoS jaringan ad hoc pada routing protocol AODV dan ZRP dengan parameter yang di uji adalah End to End Delay, Jitter, Packet Delivery Ratio dan Throughput. Setelah data terkumpul, dilakukan analisa dengan melihat QoS setiap protocol routing. Hasil pengujian memperlihatkan bahwa masing-masing routing protocol yang diteliti, routing protocol AODV memiliki waktu yang lebih cepat dalam proses pengiriman packet ke node selanjutnya dengan nilai rata-rata 0.3134 detik dari pada routing protocol ZRP yang memiliki nilai 0.3891 detik. Untuk jumlah packet yang terkirim routing protocol ZRP lebih baik dengan rata-rata throughput 963.34 Kb dibandingkan dengan routing protocol AODV.

Paragraph Selection Methods Using Feature-Based on Segment-Based Clustering Process Using Paragraphs for Identifying Topics on Indication Detection of Plagiarism System Denar Regata Akbi; Arini Rahmawati Rosyadi
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol 3, No 2, May-2018
Publisher : Universitas Muhammadiyah Malang

In segment-based clustering, the paragraphs selection as a dataset in the clustering process has a very important role. This is because the paragraph used as the dataset can affect the clustering result. This research uses paragraph selection using feature-based method which aims to optimize the clustering process conducted in the previous research. Based on the evaluation results using Silhouette Coefficient and Sum Square Errors evaluation methods to find the proper k value, it is found that with the utilization of Feature-based method, better results can be acquire compared to the evaluation result from the previous research.

Performance Evaluation of Outgoing Interface Selection Method on Fortigate SD-WAN for Network Optimization Kholil Romadhoni, Mufti; Kenanga, Larynt Sawfa; Akbi, Denar Regata; Risqiwati, Diah
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Vol. 10, No. 2, May 2025
Publisher : Universitas Muhammadiyah Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22219/kinetik.v10i2.2120

Reliable and high-performance network services are essential to facilitate communication between parent companies and subsidiaries as well as among the subsidiaries themselves. Challenges arise in managing and optimizing outgoing interface selection in an effective and reliable Software-Defined Wide Area Network (SD-WAN) environment. This research evaluates four outgoing interface selection methods, namely Manual, Best Quality, Lowest Cost, and Maximize Bandwidth (SLA), using a tree-based network topology simulated in GNS3 with FortiGate devices as part of the simulation. The results show that under simulated disturbances, such as limiting a single connection line to 10 kbps, the Manual, Best Quality, and Lowest Cost methods perform worse than the Maximize Bandwidth method. In contrast, the Maximize Bandwidth method outperformed the others, achieving only 0% packet loss, 22.275 ms one-way delay, and 7.03 ms jitter, while maintaining the ITU-T G.1010 standard at the preferred level. These findings highlight the reliability and effectiveness of the Maximize Bandwidth method in ensuring consistent data transmission even under fault conditions, while providing practical guidance for network engineers in configuring SD-WAN for uninterrupted high-quality network services in complex business environments.

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