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All Journal Techno.Com: Jurnal Teknologi Informasi Jurnal Teknologi dan Manajemen Informatika International Journal of Advances in Intelligent Informatics E-Dimas: Jurnal Pengabdian kepada Masyarakat International Journal of Artificial Intelligence Research Knowledge Engineering and Data Science JURNAL MEDIA INFORMATIKA BUDIDARMA International Journal of Computing and Informatics (IJCANDI) JITK (Jurnal Ilmu Pengetahuan dan Komputer) ILKOM Jurnal Ilmiah Prosiding SAKTI (Seminar Ilmu Komputer dan Teknologi Informasi) EDUMATIC: Jurnal Pendidikan Informatika Journal Cerita: Creative Education of Research in Information Technology and Artificial Informatics Indonesian Journal of Data and Science Innovation in Research of Informatics (INNOVATICS) Jurnal Teknik Informatika (JUTIF) Journal of Applied Data Sciences Buletin Sistem Informasi dan Teknologi Islam Ilmu Komputer untuk Masyarakat Bulletin of Culinary Art and Hospitality Jurnal Inovasi Teknologi dan Edukasi Teknik NERO (Networking Engineering Research Operation) Jurnal Informatika: Jurnal Pengembangan IT Linier: Literatur Informatika dan Komputer
Purnawansyah Purnawansyah
Teknik Informatika, Fakultas Ilmu Komputer, Universitas Muslim Indonesia
Agriculture, Biological Sciences & Forestry Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Mathematics Social Sciences Other

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Journal : International Journal of Computing and Informatics (IJCANDI)

 1 
Cluster Computing Analysis Based on Beowulf Architecture Purnawansyah Purnawansyah; Ramdan Sastra
International Journal of Computing and Informatics (IJCANDI) Vol 1, No 1 (2016): February 2016
Publisher : International Journal of Computing and Informatics (IJCANDI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1340.013 KB) | DOI: 10.19732/10.19732/vol1122016

Abstract

The need for computing speed in data processing is in high demandindicated by the increasing data processing in many companies.Aviation companies, for instance, show the growing number ofpassengers daily. The data processing for a big number of customersrequires supercomputer technology at the cost of exponential fund.Therefore, the technology able to process big data with low cost isnecessary. This research has improved a cluster computer which canprocess data with a big capacity processing that is generally cannotbe processed using one computer. Cluster computer is built usingBeowulf cluster architecture using Linux Debian operating systemand SSH, NFS, MPI library and GANGLIA services. The result ofthis research is a cluster computer prototype which is able to process38.000x38.000 matrix calculation data. In the first testing, thecomputer was able to work for a maximum of 30.000x30.000 matrixcalculation whereas cluster computer can process up to38.000x38.000 matrix size. This result indicates that the designedcluster computer is successful to calculate big data with a lowcomputer specification. The further improvement can be applied in amore complicated computer calculation process and bigger data.
Backpropagation and Genetic Algorithm in Network Traffic Activities Forecasting Purnawansyah Purnawansyah
International Journal of Computing and Informatics (IJCANDI) Vol 1, No 1 (2017): February 2017
Publisher : International Journal of Computing and Informatics (IJCANDI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19732/10.19732/vol1122016

Abstract

This paper presents techniques based on the development of backpropagation (BP) and genetic algorithm models for calculating and analyzing the daily network traffic activities at Universitas Mulawarman, East Kalimantan, Indonesia. The experiment results indicate that a strong agreement between model predictions and observed values, since MAPE is below 5%. Thus, the use of network traffic is becoming a more effective, efficient and optimal. Model optimization is one of future works.
Co-Authors - Nurhikma A. Nurjulianty Abd. Rasyid Syamsuri Abdul Rachman Manga’ Achmad Fanany Onnilita Gaffar Achmad Fanany Onnilita Gaffar Adela Regita Azzahra Adnan, Adam Agung R Aji P. Wibawa Aji Prasetya Wibawa Alfitriana Riska Alfiyyah, Nurul Alisma, Alisma Andi Muhammad Adnan Rusdy Andri Rajsya Anggreani, Desi Anisatul Humairah Anugrah, Rezky Arman, Eka Arrosied, Harun Arvina Yudithia Sompie Astuti, Wistiani Atussaliha, Nur Almar' Awang Harsa Kridalaksana Awangga, Narendra Backar, Sunarti Passura Basri, Haerunnisa Benny Leonard Enrico P Benny Leonard Enrico Panggabean Benny Leonard Enrico Panggabean Bustam, Faida Daeng Cholisah Erman Hasihi Darwis, Herdianti Desi Anggreani Dewi Widyawati Dian Dolly Indra Fahmi Fahmi Faradibah, Amaliah Farniwati Fattah Fatimah Syarifuddin Fattah, Farniwati Felix Andika Dwiyanto Fery Setyo Aji Fitriyani Umar Harlinda L Harlinda Lahuddin Hasnidar S. Hasrah Wahyuni Haviluddin Haviluddin Herdianti Darwis Herman Herman Huzain Azis Ifan Wahyudi Inggrianti Pratiwi Putri Irawati Irawati Irawati Irawati Iriani Indah Saputri Jumrayanti Arfah Kasmira Kasmira La Saiman Lilis Hayati lilis nurhayati Listyan Nur Saida Lokapitasari Belluano, Poetri Lestari Lukman Syafie Lutfi Budiman Ilmuwan M. Imam Maulana M. Takdir Mahfuddin Mukmin Malani, Rheo Manga, Abdul Rachman Mansyur, St. Hajrah Mardiyyah Hasnawi Ming Foey Teng Muh Alim Abdi Muh. Fadhil Attariq Hasril Muhammad Arfah Asis Muhammad Arfah Iswaniah Muhammad Hardiansyah Hairi Muhammad Ikhsan Supriyadi Muhammad Nur Firdaus Muhammad Yushar Mattola Munaf, Adryan Dwiprawira Munawir Nasir Hamzah Nafalski, Andrew Nia Kurniati Nirmala Nirmala, Nirmala Nirwana Nirwana Nugroho, Basuki Rahmat Nur Afra Dimitri Pratiwi Nur Almar' Atussaliha Nur Rahmah NURZAENAB NURZAENAB Nurzaenab Nurzaenab Panggabean, Benny Leonard Enrico Purba, Muren Fiatra Denata Putri Regina Prayoga Putri, Inggrianti Pratiwi Rahma Puspitasari Rahmadani Rahmadani Raja, Roesman Ridwan Ramdan Sastra Ramdan Sastra Ramdaniah, Ramdaniah Rayner Alfred Rayner Alfred Resky Anugrah Rezky Anugrah Salim, Yulita Saly, Intan Novita Setyadi, Hario Jati Siti Rahmi Kelilauw St. Hajrah Mansyur Sugiarti, Sugiarti Sulfikar Sulfikar Sunarti Passura Backar Syafie, Lukman Syamsiar, Syamsiar Tasrif Hasanuddin Triyanna Widiyaningtyas Triyanna Widyaningtyas Triyanna Widyaningtyas, Triyanna Umar, Fitriyani Wahyuni Wahyuni Wd. Shaqina Rafa Naura Wistiani Astuti Wistiani Astuti Wong, Kelvin Wulan Purnama Sari Yudha Islami Sulistya Yulita Salim Yusrandi Yusrandi Zahif Safyin Saleh Zahirah, Dinna Zulkarnain, Nur Ainun