Performance Comparison of Zevenet Multi Service Load Balancing with Least Connection and Round Robin Algorithm

Windiya Ma'arifah - Amikom Purwokerto University, Purwokerto. 53127, Indonesia
Sarmini Sarmini - Amikom Purwokerto University, Purwokerto. 53127, Indonesia

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Amikom Purwokerto University concentrates on Technology and Digital Business. This requires technology to be utilized optimally. The use of technology, especially internships, will make various jobs easier. KRS online is taking lecture schedules online via the AMIKOM Purwokerto Student website. There are several problems with the web server that arise due to the increasing need for information access, which causes the data traffic load to increase. Increased data traffic causes workload overload, resulting in server downtime. Experimental methods were used in this research to look for the causes of the web server's downtime. Then, implement the technology. The purpose is to evaluate the Zevenet load balancer performances by comparing the round-robin and least-connection algorithms. The decision is which algorithm will be used best to implement the Zevenet Load balancer to achieve a more efficient backend server traffic cluster distribution. The TIPHON standard Quality of Service parameters used in Zevenet Load Balancer performance testing are throughput, delay, jitter, packet loss, and CPU usage. The quality-of-service parameter test results show that the Zevenet Load Balancer with the round-robin algorithm has superior performance and shows less CPU usage. It is concluded that using the round-robin algorithm in implementing the Zevenet load balancer to overcome the problem of data traffic load sharing and minimize server downtime on the Student Amikom Purwokerto web server is more appropriate and more effective.


Zevenet; Quality of service; TIPHON; Load Balancer; Round Robin Algorithm; Least Connection Algorithm

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T. A. Cahyanto, R. D. Antoko, T. T. Warisaji, S. Santosa, And R. Rodianto, “Analysis of The Dynamic Source Routing Protocol On The Performance Of File Transfer Protocol And Video Conference Services In The Mobile Adhoc Network Simulation,” Ilkom Jurnal Ilmiah, Vol. 15, No. 1, Pp. 165–174, Apr. 2023, Doi: 10.33096/Ilkom.V15i1.1526.165-174.

N. F. Aisyah and M. A. F. Ridha, “High Availability Service Dengan Multiple Master Pada Kubernetes Cluster Menggunakan Virtualisasi Kernel Based Virtual Machine (Kvm),” In Proceeding Applied Business And Engineering Conference, Padang, Nov. 2022, Pp. 17–19.

R. R. Rerung And Y. R. Ramadhan, “Rancang Bangun Sistem Informasi Akademik Dalam Penerapan Smart Campus Untuk Meningkatkan Pelayanan Akademik,” Jtera (Jurnal Teknologi Rekayasa), Vol. 3, No. 2, P. 191, 2018, Doi: 10.31544/Jtera.V3.I2.2018.191-210.

P. Sukmasetya, A. Setiawan, And E. R. Arumi, “Penggunaan Usability Testing Sebagai Metode Evaluasi Website Krs Online Pada Perguruan Tinggi,” Jst (Jurnal Sains Dan Teknologi), Vol. 9, No. 1, Pp. 58–67, 2020, Doi: 10.23887/Jstundiksha.V9i1.24691.

L. Chen, J. Lingys, K. Chen, And F. Liu, “Auto: Scaling Deep Reinforcement Learning For Datacenter-Scale Automatic Traffic Optimization,” In Sigcomm 2018 - Proceedings Of The 2018 Conference Of The Acm Special Interest Group On Data Communication, Association For Computing Machinery, Inc, Aug. 2018, Pp. 191–205. Doi: 10.1145/3230543.3230551.

J. Kong, J. Kim, And J. Bae, “Hifi-Gan: Generative Adversarial Networks For Efficient And High Fidelity Speech Synthesis,” In 34th Conference On Neural Information Processing Systems (Neurips 2020), Vancouver, Canada., 2020, Pp. 1–12. [Online]. Available: Https://Jik876.Github.Io/Hifi-Gan-Demo/

S. Páll Et Al., “Heterogeneous Parallelization And Acceleration Of Molecular Dynamics Simulations In Gromacs,” Journal Of Chemical Physics, Vol. 153, No. 13, Oct. 2020, Doi: 10.1063/5.0018516.

E. Prasetyo, A. Hamzah, And E. Sutanta, “Analisa Quality Of Service (Qos) Kinerja Point To Point Protocol Over Ethernet (Pppoe) Dan Point To Point Tunneling Protocol (Pptp),” Jurnal Jarkom, Vol. 4, No. 1, Pp. 29–37, Dec. 2016.

S. Syamsu, “Implementasi Cluster Database Berbasis Mysql Dan Haproxy Sebagai Pembagi Beban Kerja Server,” Jurnal Teknologi Informasi Dan Komunikasi, Vol. 8, No. 1, Pp. 48–58, Jun. 2018.

K. V, “A Stochastic Development Of Cloud Computing Based Task Scheduling Algorithm,” Journal Of Soft Computing Paradigm, Vol. 2019, No. 1, Pp. 41–48, Sep. 2019, Doi: 10.36548/Jscp.2019.1.005.

M. M. Abed And M. F. Younis, “Developing Load Balancing For Iot - Cloud Computing Based On Advanced Firefly And Weighted Round Robin Algorithms,” Baghdad Science Journal, Vol. 16, No. 1, Pp. 130–139, 2019, Doi: 10.21123/Bsj.2019.16.1.0130.

J. H, Y. Fitrisia, And M. A. F. Ridha, “Implementasi Multi Server Data Storage Pada Cloud Computing,” Jurnal Komputer Terapan, Vol. 4, No. 2, Pp. 1–9, Nov. 2018, [Online]. Available: Http://Jurnal.Pcr.Ac.Id

E. Rohadi, A. Prastyo, And M. F. Rahmat, “Implementasi Klaster Komputer Mini Raspberry Pi Metode Load Balancing Menggunakan Algoritma Round Robin,” Jurnal Informatika Polinema, Vol. 5, No. 3, Pp. 132–135, May 2019.

A. Solehudin, R. Mayasari, G. Garno, And A. S. Y. Irawan, “Perbandingan Algoritma Round Robin Dan Algoritma Least Connection Pada Haproxy Untuk Load Balancing Web Server,” Systematics, Vol. 2, No. 1, Pp. 21–27, Apr. 2020, Doi: 10.35706/Sys.V2i1.3634.

N. Mukhtar, “Herbs Variation At Different Canal Bank Of Tehsil Depalpur,” The International Journal Of Biological Research, Vol. 4, No. 1, Pp. 1–5, 2021, [Online]. Available: Http://Www.Rndjournals.Com

F. M. Azmi, M. Data, And H. Nurwasito, “Perbandingan Kinerja Haproxy Dan Zevenet Dalam Pengimplementasian Multi Service Load Balancing,” Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer, Vol. 3, No. 1, Pp. 253–260, Jan. 2019, [Online]. Available: Http://J-Ptiik.Ub.Ac.Id

N. Samsudin And A. Ahmad, “A Study Of Internet Protocol Digital Microwave Radio (Ip Dmr) Propagation Delay Affected Downtime In Oil And Gas Company,” International Journal Of Advanced Computing Science And Engineering, Vol. 1, No. 3, Pp. 133–141, 2019.

A. A. Asril, P. Maria, Y. Antonisfia, And R. Hadi, “Design Attention System Of Single Mode Aerial Fiber Optic Cable Transmission On Connection Loss On Passive Splitter,” International Journal Of Advanced Science Computing And Engineering, Vol. 5, No. 2, Pp. 95–107, 2023.

S. S. Mohamed, A. Fatah, And M. Mohamed, “Performance Evaluation Of Manet Routing Protocols Based On Qos And Energy Parameters,” International Journal Of Electrical And Computer Engineering, Vol. 10, No. 4, Pp. 3635–3642, Aug. 2020, Doi: 10.11591/Ijece.V10i4.Pp3635-3642.

H. Triangga, I. Faisal, And I. Lubis, “Analisis Perbandingan Algoritma Static Round-Robin Dengan Least-Connection Terhadap Efisiensi Load Balancing Pada Load Balancer Haproxy,” Infotekjar (Jurnal Nasional Informatika Dan Teknologi Jaringan), Vol. 4, No. 1, Pp. 70–75, Sep. 2019, Doi: 10.30743/Infotekjar.V4i1.1688.

B. Busran And A. Ridwan, “Analisis Perbandingan Performa Apache Web Server Dan Nginx Menggunakan Apache Jmeter,” Jurnal Teknoif Teknik Informatika Institut Teknologi Padang, Vol. 8, No. 2, Pp. 87–92, 2020, Doi: 10.21063/Jtif.2020.V8.2.87-92.

D. I. Permatasari Et Al., “Pengujian Aplikasi Menggunakan Metode Load Testing Dengan Apache Jmeter Pada Sistem Informasi Pertanian,” Jurnal Sistem Dan Teknologi Informasi, Vol. 8, No. 1, Pp. 135–139, 2020.

K. Kamarudin, K. Kusrini, And A. Suyoto, “Uji Kinerja Sistem Web Service Pembayaran Mahasiswa Menggunakan Apache Jmeter (Studi Kasus: Universitas Amikom Yogyakarta),” Jurnal Teknologi Informasi, Vol. 8, Pp. 44–52, 2018.

D. Biswas And Md. Samsuddoha, “Determining Proficient Time Quantum To Improve The Performance Of Round Robin Scheduling Algorithm,” International Journal Of Modern Education And Computer Science, Vol. 11, No. 10, Pp. 33–40, Oct. 2019, Doi: 10.5815/Ijmecs.2019.10.04.

S. W. Pamungkas And E. Pramono, “Analisis Quality Of Service (Qos) Pada Jaringan Hotspot Sma Negeri Xyz,” E-Jurnal Jusiti (Jurnal Sistem Informasi Dan Teknologi Informasi), Vol. 7–2, No. 2, Pp. 142–152, 2018, Doi: 10.36774/Jusiti.V7i2.249.

A. Mikola And M. Sari, “Analisis Sistem Jaringan Berbasis Qos Untuk Hot-Spot Di Institut Shanti Bhuana,” Journal Of Information Technology, Vol. 2, No. 1, Pp. 31–35, 2022, Doi: 10.46229/Jifotech.V2i1.398.

M. Purwahid And J. Triloka, “Analisis Quality Of Service (Qos) Jaringan Internet Untuk Mendukung Rencana Strategis Infrastruktur Jaringan Komputer Di Smk N I Sukadana,” Jtksi, Vol. 2, No. 3, Pp. 100–109, 2019, [Online]. Available: Https://Ojs.Stmikpringsewu.Ac.Id/Index.Php/Jtksi/Article/View/778/

R. Riska And H. Alamsyah, “Analisa Dan Perancangan Load Balancing Web Server Mengunakan Haproxy Analysis And Design Of Web Server Load Balancing Using Haproxy,” Techno.Com, Vol. 20, No. 4, Pp. 552–565, Nov. 2021.

F. M. Nurzaman, F. Chahyadi, And M. R. Rathomi, “Jurnal Sustainable: Jurnal Hasil Penelitian Dan Industri Terapan Analisis Perbandingan Performa Load Balancer Nginx Dan Haproxy Pada Docker,” Jurnal Sustainable: Jurnal Hasil Penelitian Dan Industri Terapan, Vol. 11, No. 1, Pp. 16–25, May 2022.

V. Barot, V. Kapadia, And S. Pandya, “Qos Enabled Iot Based Low Cost Air Quality Monitoring System With Power Consumption Optimization,” Cybernetics And Information Technologies, Vol. 20, No. 2, Pp. 122–140, 2020, Doi: 10.2478/Cait-2020-0021.

M. Ulfah And A. S. Irtawaty, “Pengukuran Dan Analisa Quality Of Service (Qos) Jaringan Internet Di Gedung Terpadu Politeknik Negeri Balikpapan,” Snitt Politeknik Negeri Balikpapan, Vol. 2, No. 5, Pp. 351–357, 2020.

M. Mahmud And Y. Aprizal, “The Penerapan Qos (Quality Of Service) Dalam Menganalisis Kualitas Kinerja Jaringan Komputer (Studi Kasus Hotel Maxone Palembang),” Journal Of Information System Research (Josh), Vol. 3, No. 4, Pp. 374–379, 2022, Doi: 10.47065/Josh.V3i4.1567.

K. Kurniawan And A. Prihanto, “Analisis Quality Of Service (Qos) Pada Routing Protocol Routing Ospf (Open Short Path First),” Journal Of Informatics And Computer Science (Jinacs), Vol. 3, No. 03, Pp. 358–365, 2022, Doi: 10.26740/Jinacs.V3n03.P358-365.

M. Rusdan, “Analisis Quality Of Service Qos) Pada Jaringan Wireless (Studi Kasus: Universitas Widyatama),” Jurnal Sistemik, Vol. 5, No. 2, Pp. 17–20, 2017, [Online]. Available: Https://Www.Researchgate.Net/Publication/338571285%0ahttps://Www.Researchgate.Net/Publication/338571285_Analisis_Quality_Of_Service_Qos_Pada_Jaringan_Wireless_Studi_Kasus_Universitas_Widyatama

M. C. Ramadhan, A. Widodo, D. H. Putra, And N. Noviandi, “Natural Sciences Engineering &,” Natural Sciences Engineering & Technology Journal, Vol. 2, No. 1, Pp. 79–84, 2022.

A. Charisma, A. D. Setiawan, G. M. Rahmatullah, And M. R. Hidayat, “Quality F Service (Qos) N 4g Telkomsel Networks In Soreang,” In 2019 Ieee 13th International Conference On Telecommunication Systems, Services, And Applications (Tssa), 2019, Pp. 145–148.

S. Budiyanto And D. Gunawan, “Comparative Analysis Of Vpn Protocols At Layer 2 Focusing On Voice Over Internet Protocol,” Ieee Access, Vol. 11, No. June, Pp. 60853–60865, 2023, Doi: 10.1109/Access.2023.3286032.

D. Y. Setiawan, S. N. Hertiana, And R. M. Negara, “6lowpan Performance Analysis Of Iot Software-Defined-Network-Based Using Mininet-Io,” In Iotais 2020 - Proceedings: 2020 Ieee International Conference On Internet Of Things And Intelligence Systems, Bali, Indonesia, 2021, Pp. 60–65. Doi: 10.1109/Iotais50849.2021.9359714.

M. Yusro, N. S. Azlyn, And S. I. Purnama, “Adapting Iso 17025 To Enrich Qos As Quality Measurement On Internet Of Medical Things,” In Proceeding - Ieee International Conference On Communication, Networks And Satellite, Comnetsat 2022, Solo, Indonesia: Ieee, 2022, Pp. 143–148. Doi: 10.1109/Comnetsat56033.2022.9994345.

E. Darmawan, S. Budiyanto, And L. M. Silalahi, “Qos Analysis On Voip With Vpn Using Ssl And L2tp Ipsec Method,” In Proceeding - Ieee International Conference On Communication, Networks And Satellite, Comnetsat 2022, Solo, Indonesia: Ieee, 2022, Pp. 130–136. Doi: 10.1109/Comnetsat56033.2022.9994572.

P. Tang, Y. Dong, Y. Chen, S. Mao, And S. Halgamuge, “Qoe-Aware Traffic Aggregation Using Preference Logic For Edge Intelligence,” In Ieee Transactions On Wireless Communications, Ieee, 2021, Pp. 6093–6106. Doi: 10.1109/Twc.2021.3071745.

D. Iswadi, R. Adriman, And R. Munadi, “Adaptive Switching Pcq-Htb Algorithms For Bandwidth Management In Routeros,” In Proceedings: Cyberneticscom 2019 - 2019 Ieee International Conference On Cybernetics And Computational Intelligence: Towards A Smart And Human-Centered Cyber World, Banda Aceh, Indonesia: Ieee, 2019, Pp. 61–65. Doi: 10.1109/Cyberneticscom.2019.8875679.

B. Dwinanto And A. S. Arifin, “Integrated Strategy Framework To Improve Quality Of Network On The Bmkg Communication Network System,” In 10th Ieee International Conference On Communication, Networks And Satellite, Comnetsat 2021 - Proceedings, Purwokerto, Indonesia: Ieee, 2021, Pp. 244–251. Doi: 10.1109/Comnetsat53002.2021.9530814.

P. A. Fadhila, M. I. Nashiruddin, And M. A. Nugraha, “Addressing Spectrum Scarcity In Indonesia Dense Urban Market By Using 700 Mhz For 4g Lte-Advanced Network Deployment,” In 2021 Ieee 12th Annual Information Technology, Electronics And Mobile Communication Conference, Iemcon 2021, Vancouver, Bc, Canada: Ieee, 2021, Pp. 357–364. Doi: 10.1109/Iemcon53756.2021.9623165.

A. Hafiz, D. Afriansyah, F. K. Ikhsan, B. Suprapto, And I. W. Pratama, “Measuring Quality Of Wireless Local Area Network Using Quality Of Service Framewrok,” Ijiscs (International Journal Of Information System And Computer Science), Vol. 3, No. 3, P. 90, 2019, Doi: 10.56327/Ijiscs.V3i3.790.

R. Wulandari, “Analisis Qos (Quality Of Service) Pada Jaringan Internet (Studi Kasus : Upt Loka Uji Teknik Penambangan Jampang Kulon-Lipi),” Jurnal Teknik Informatika Dan Sistem Informasi, Vol. 2, No. 2, Pp. 162–172, Aug. 2016.

M. A. A. Putra, I. Fitri, And A. Iskandar, “Implementasi High Availability Cluster Web Server Menggunakan Virtualisasi Container Docker,” Jurnal Media Informatika Budidarma, Vol. 4, No. 1, Pp. 9–13, Jan. 2020, Doi: 10.30865/Mib.V4i1.1729.

B. Arifwidodo, V. Metayasha, And S. Ikhwan, “Analisis Kinerja Load Balancing Pada Server Web Menggunakan Algoritma Weighted Round Robin Pada Proxmox Ve,” Jurnal Telekomunikasi Dan Komputer, Vol. 11, No. 3, P. 210, Dec. 2021, Doi: 10.22441/Incomtech.V11i3.11775.

S. Yusnita, L. Markis, W. Tristianti, And T. L. Wijaya, “Analysis On The Effect Of Channel Bandwidth Occupying In Lte Frequency Band On Throughput,” International Journal Of Advanced Science Computing And Engineering, Vol. 5, No. 1, Pp. 8–14, 2023.

D. Chandra, F. Rahmat, S. Aulia, And A. F. Kasmar, “Effect Of Modulation On Throughput Of 4g Lte Network Frequency 1800 Mhz,” International Journal Of Advanced Science Computing And Engineering, Vol. 5, No. 1, Pp. 44–53, 2023.

J. Al Amien And D. Winarso, “Analisis Peningkatan Kinerja Ftp Server Menggunakan Load Balancing Pada Container,” Jurnal Fasilkom, Vol. 9, No. 3, Pp. 8–18, Nov. 2019.

H. H. Mail, D. Indra, And R. Satra, “Buletin Sistem Informasi Dan Teknologi Islam Analisis Perbandingan Layanan Data Server Menggunakan Failover Cluster Pada Platform Nginx Dan Apache,” Jurnal Buletin Sistem Informasi Dan Teknologi Islam, Vol. 1, No. 2, Pp. 87–91, May 2020.

U. A. Ahmad, R. E. Saputra, And R. M. Harahap, “Implementasi High Availability Server Menggunakan Platform Haproxy (Studi Kasus: Aplikasi Zammad Untuk Online Help Desk),” In E-Proceeding Of Engineering, Oct. 2021, Pp. 6237–6242.

B. Prasetyo, S. R. Akbar, And W. Yahya, “Implementasi High Availability Pada Gateway Wireless Sensor Network Dengan Protokol Komunikasi Message Queuing Telemetry Transport,” Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer, Vol. 2, No. 10, Pp. 3280–3289, Oct. 2018, [Online]. Available: Http://J-Ptiik.Ub.Ac.Id

W. Ahmed, J. Vidal-Alaball, J. Downing, And F. L. Seguí, “Covid-19 And The 5g Conspiracy Theory: Social Network Analysis Of Twitter Data,” J Med Internet Res, Vol. 22, No. 5, Pp. 1–9, May 2020, Doi: 10.2196/19458.

A. Arifin, G. P. Wardana, S. Arifin, M. F. Ridho, And H. K. Prabu, “Penerapan Cloud Load Balancing Dengan Menggunakan Haproxy Dalam Meningkatkan Server Availability Pada Studi Kasus Learning Management System (Lms) Universitas Xyz,” In Seminar Nasional Mahasiswa Ilmu Komputer Dan Aplikasinya (Senamika), Jakarta, Aug. 2022, Pp. 550–562.

G. P. Sajati And B. T. Handoko, “Implementasi Sistem Terdistribusi Load Balancing Haproxy Dan Replikasi Mysql,” J Teknol, Vol. 6, No. 1, Pp. 1–6, Dec. 2019, [Online]. Available: Https://Www.Researchgate.Net/Publication/338138607