Jurnal SINTA 2
Peningkatan Utilisasi Jaringan Distributed Storage System Menggunakan Kombinasi Server dan Link Load Balancing
Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK) · Vol. 8 No. 3 (2021) · pp. 525–532
- ISSN
- 2528-6579, 2355-7699
- Published
- 2021-06-15
- Publisher
- Fakultas Ilmu Komputer, Universitas Brawijaya
- Language
- id
Abstract
Distributed Storage System (DSS) memiliki sejumlah perangkat server penyimpanan yang terhubung dengan banyak perangkat switch untuk meningkatkan utilisasi jaringan. DSS harus memperhatikan keseimbangan beban pada sisi server penyimpanan dan trafik data pada semua jalur yang terhubung. Jika beban pada sisi server penyimpanan dan trafik data tidak seimbang, maka dapat menyebabkan bottleneck network yang menurunkan utilisasi jaringan. Kombinasi server dan link load balancing adalah solusi yang tepat untuk menyeimbangkan beban pada sisi server penyimpanan dan trafik data. Penelitian ini mengusulkan metode kombinasi algoritme least connection sebagai metode server-load balancing dan algoritme global first fit sebagai metode link load balancing. Algoritme global first fit merupakan salah satu dari algoritme load balancing hedera yang bertujuan untuk menyeimbangkan trafik data berukuran besar (10% dari bandwidth), sehingga terhindar dari permasalahan bottleneck network. Algoritme least connection merupakan salah satu algoritme server load balancing yang menggunakan jumlah total koneksi dari server untuk menentukan prioritas server. Hasil evaluasi kombinasi metode tersebut didapatkan peningkatan pada rata-rata throughput sebesar 77,9% dibanding hasil metode Equal Cost Multi Path (ECMP) dan Round robin (RR). Peningkatan pada rata-rata penggunaan bandwidth sebesar 65,2% dibanding hasil metode ECMP dan RR. Hasil Penggunaan CPU dan memory pada server di metode kombinasi ini juga terjadi penurunan beban CPU sebesar 34,29% dan penurunan beban penggunaan memory sebesar 9,8% dibanding metode ECMP dan RR. Dari hasil evaluasi, penerapan metode kombinasi metode server dan link load balancing berhasil meningkatkan utilisasi jaringan dan juga mengurangi beban server. AbstractDistributed Storage System (DSS) has a number of storage server devices that are connected to multiple switch devices to increase network utilization. DSS must pay attention to the balance of the load on the storage server side and data traffic on all connected lines. If the load on the storage server side and data traffic is not balanced, it can cause a network bottleneck that reduces network utilization. The combination of server and link-load balancing is the right solution to balance the load on the server side of storage and data traffic. This study proposes a combination of the least connection algorithm as a server-load balancing method and the global first fit algorithm as a link-load balancing method. The global first fit algorithm is one of Hedera's load balancing algorithms which aims to balance large data traffic (10% of bandwidth), so as to avoid network bottleneck problems. Least connection algorithm is one of the server balancing algorithms that uses the total number of connections from the server to determine server priority. The results of the evaluation of the combination of these methods showed an increase in the average throughput of 77.9% compared to the results of the Equal Cost Multi Path (ECMP) and Round robin (RR) methods. The increase in the average bandwidth usage is 65.2% compared to the results of the ECMP and RR methods. The results of CPU and memory usage on the server in this combination method also decreased CPU load by 34.29% and a decrease in memory usage load by 9.8% compared to the ECMP and RR methods. From the evaluation results, the application of a combination of the server method and the link load balancing method has succeeded in increasing network utilization and also reducing server load.
Collaboration network of the authors
38 authors · 87 co-authorship links · 11 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- University of Brawijaya
- University of Miyazaki
- Politeknik Elektronika Negeri Surabaya
- National Central University
- National Institute of Technology, Nara College
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Ichijo Hodaka | University of Miyazaki | 4 |
| Takuya Hirata | University of Miyazaki | 3 |
| Sabriansyah Rizqika Akbar | University of Brawijaya | 2 |
| Fitra Abdurrachman Bachtiar | University of Brawijaya | 2 |
| Edita Rosana Widasari | University of Brawijaya | 2 |
| Barlian Henryranu Prasetio | University of Brawijaya | 2 |
| Kazuya Yamaguchi | National Institute of Technology, Nara College | 2 |
| Khafidzun Fadli | University of Brawijaya | 2 |
| Barlian Henryranu | University of Brawijaya | 1 |
| Maystia Tri Handono | Affiliation unknown | 1 |
| Wijaya Kurniawan | University of Brawijaya | 1 |
| Gembong Edhi Setyawan | University of Brawijaya | 1 |
| Fandisya Rahman | University of Brawijaya | 1 |
| Ismiarta Aknuranda | University of Brawijaya | 1 |
| Bayu Sutawijaya | University of Brawijaya | 1 |
| Sulandri Sulandri | University of Brawijaya | 1 |
| Muhammad Jainal Arifin | Politeknik Elektronika Negeri Surabaya | 1 |
| Bima Sena Bayu Dewantara | Politeknik Elektronika Negeri Surabaya | 1 |
| Adhitya Bhawiyuga | University of Brawijaya | 1 |
| Muhammad Naufal Dzakie | University of Brawijaya | 1 |
| Ryzaldi Ananda Fabiana | University of Brawijaya | 1 |
| Syahrul Chilmi | University of Brawijaya | 1 |
| Dahnial Syauqy | University of Brawijaya | 1 |
| Septiyo Budi Perkasa | University of Brawijaya | 1 |
| Kasyful Amron | University of Brawijaya | 1 |
| Primantara Hari Trisnawan | University of Brawijaya | 1 |
| Maystya Tri Handono | University of Brawijaya | 1 |
| Widhi Yahya | University of Brawijaya | 1 |
| Jehn Ruey Jiang | National Central University | 1 |
| Lutfi Fanani | University of Brawijaya | 1 |
| Deron Liang | National Central University | 1 |
| Hurriyatul Fitriyah | University of Brawijaya | 1 |
| Agung Setia Budi | University of Brawijaya | 1 |
| Rizal Maulana | University of Brawijaya | 1 |
| Rakhmadhany Primananda | University of Brawijaya | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.