Vol. 7 No. 2 (2025): Research Article, Volume 7 Issue 2 April, 2025

Call for Papers
Journal of Computer Networks, Architecture and High Performance Computing

The Journal of Computer Networks, Architecture and High Performance Computing invites researchers, academicians, and industry professionals to submit original research articles, review papers, and technical reports for our upcoming issue, scheduled for publication on April 1, 2025.

Scope of the Journal

We welcome submissions in the broad field of Information Engineering, covering but not limited to:

Computer Networks: Network protocols, wireless communication, IoT networking, network security, and cloud-based networking.
Computer Architecture: High-performance computing systems, parallel and distributed architectures, embedded systems, and edge computing.
High-Performance Computing (HPC): Scalable computing models, GPU and FPGA acceleration, quantum computing, and AI-driven optimization.
Data Engineering & Storage: Big data processing, database systems, data security, and distributed storage technologies.
Intelligent Systems & AI Integration: Machine learning applications in networking, AI-driven optimization in computing systems, and smart infrastructure.

Submission Guidelines

Manuscript Deadline: March 15, 2025
Peer Review Process: All submitted papers will undergo a double-blind peer review within 30 days to ensure the highest quality of publications.
Publication Date: April 1, 2025
Accepted Formats: Full research articles, survey papers, and technical reports.

For detailed author guidelines and manuscript submission, please visit our journal website or contact us at [your contact/email].

We look forward to your valuable contributions!

DOI: https://doi.org/10.47709/cnahpc.v7i2

Published: 2025-02-06

Articles

Articles
Rainfall Prediction in Jayapura City Area Using Long Short-Term Memory

Amanda Azi

Program Studi Magister Informatika, Universitas Amikom Yogyakarta,Yogyakarta, Indonesia

Kusrini

Program Studi Magister Informatika, Universitas Amikom Yogyakarta,Yogyakarta, Indonesia

Jayapura, one of Indonesia’s major fishing cities, relies heavily on accurate weather predictions to ensure the safety of its fishermen, particularly due to its significant tuna and skipjack production. This…

View Article → 433-439
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5506
Articles
Cracking Overtime: Unleashing Machine Learning at PT XYZ with Linear Regression, Neural Networks, and Random Forests

Tifani Dewi Christia

Human Resources Development, Faculty of Human Resources, Airlangga University, 60286, Surabaya, Indonesia

Imam Yuadi

Human Resources Development, Faculty of Human Resources, Airlangga University, 60286, Surabaya, Indonesia

Excessive overtime at PT XYZ is a significant issue for the organization. Besides the significant financial repercussions, they may also affect employee health and productivity. This research aims to forecast…

View Article → 423-432
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5678
Articles
Development of Disaster Management Information System Application with Five Integrated Features

Refita Yunie Samhuri

IPB University

Yonvitner

IPB University

Yandra Arkeman

IPB University

Indonesia, as one of the world’s largest archipelagic countries, is highly prone to natural disasters due to its geological, geographical, and socio-demographic conditions. Despite various efforts from the…

View Article → 471-482
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5731
Articles
Research on Image Encryption Algorithm Based on Matrix Scrambling and Matrix Product Transformation

Shu Qin

Yancheng Teachers University

Chunming Xu

Yancheng Teachers University

This study introduces an innovative image encryption algorithm that leverages multiple rounds of matrix scrambling and matrix product transformation. Each round of encryption integrates cross-scrambling…

View Article → 462-470
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5643
Articles
MITIGATION OF MULTI TARGET DENIAL OF SERVICE (DOS) ATTACKS USING WAZUH ACTIVE RESPONSE

Arya Pandya Paramaputra

Universitas Pendidikan Indonesia

Galura Muhammad Suranegara

Universitas Pendidikan Indonesia, Indonesia

Endah Setyowati

Universitas Pendidikan Indonesia, Indonesia

The increasing frequency of cyberattacks, particularly Denial of Service (DoS) attacks, poses significant challenges to the availability of online services. Multi-target DoS attacks exacerbate this issue by…

View Article → 483-493
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5755
Articles
The Detection of Bullying Against Indonesian National Team Players Using Support Vector Machine

Sunggito Oyama

Informatics Study Program, Faculty of Science and Technology, Universitas PGRI Yogyakarta, Indonesia

Desty Nur Kumalasari

Informatics Study Program, Faculty of Science and Technology, Universitas PGRI Yogyakarta, Indonesia

Detection is a process to check or conduct an examination of something using certain methods and techniques. Detection can be used for various problems, for example in detection bullying, especially on social…

View Article → 494-502
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5701
Articles
Wireless Network Quality Analysis Using RMA and RSSI Methods at BPKAD Berau District

Ahmad Ridhani Mubaraq

Informatics Engineering, Muhammadiyah University of East Kalimantan

Wawan Joko Pranoto

Informatics Engineering, Muhammadiyah University of East Kalimantan

Abdul Hallim

Informatics Engineering, Muhammadiyah University of East Kalimantan

Wireless networks are now essential in supporting government operations, including at the BPKAD office in the Berau district. However, problems like unstable connections and slow speeds often arise as…

View Article → 503-513
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5718
Articles
Analysis of Batrsiyia Product Sales Prediction Using Linear Regression Method

Firzi Cahya Priana

Informatics Engineering Study Program, Faculty of Engineering, Pelita Bangsa University, Indonesia

Muhtajuddin Danny

Informatics Engineering Study Program, Faculty of Engineering, Pelita Bangsa University, Indonesia

Edora

Informatics Engineering Study Program, Faculty of Engineering, Pelita Bangsa University, Indonesia

The rapidly growing herbal and health industry encourages the need for accurate sales planning to avoid the risk of shortages or excess stock. This research aims to predict sales of Batrsiyia products using…

View Article → 514-523
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5776
Articles
Sentiment Analysis on Short Social Media Texts Using DistilBERT

Muhammad Sidik Asyaky

Informatics, Siliwangi University, Indonesia

Muhammad Al-Husaini

Informatics, Siliwangi University, Indonesia

Hen Hen Lukmana

Informatics, Siliwangi University, Indonesia

Sentiment analysis on short texts from social media, such as tweets, presents unique challenges due to their brevity and informal language. This study explores the effectiveness of transformer-based models,…

View Article → 524-533
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5836
Articles
Bank Customer Decision Prediction on Term Deposit Products Using Random Forest Algorithm on Bank Marketing Campaign Data

Eko Aziz Apriadi

Universitas Indonesia Mandiri

Muawan Bisri

Universitas Indonesia Mandiri

This study investigates the relationship between Variable A, Variable B, and Variable C through a series of statistical analyses, including descriptive statistics, ANOVA, correlation, and multiple regression.…

View Article → 534-543
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5801
Articles
Data Analysis of E-Journal Usage in UPM Library with K-Means Clustering Method

Susi Rachmadhani Sugiyarto

Universitas Indonesia

Rahmi Rahmi

Universitas Indonesia

This study aims to evaluate the usage patterns of Emerald and WileyOnline Library e-journals from January to December 2023. By employing the K-Means clustering method, the data were classified to analyze…

View Article → 544-553
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5850
Articles
Analysis and Evaluation of SIDUN Mobile Application in UEQ-Based User Experience Perspective

Dewa Ayu Putri Wulandari

Prodi Informatika , Fakultas Teknologi dan Informatika, Institut Bisnis dan Teknologi Indonesia, Bali, Indonesia

This study analyzes and evaluates the user experience (UX) of SIDUN, a mobile-based Village Information System designed to manage community contributions digitally in Dusun Tegal Kori Kaja, Denpasar, Bali.…

View Article → 554-561
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5932
Articles
Comparison of Support Vector Machine, Random Forest and XGBoost for Sentiment Analysis on Indodax

Moch. Alfarros Difa Naufalino

Siliwangi University

Muhammad Al-husaini

Siliwangi University

Rianto

Siliwangi University

The rapid growth of digital assets like Bitcoin and cryptocurrencies has increased the need for secure trading platforms such as Indodax. With the growing number of users, reviews on platforms like Google…

View Article → 562-572
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5894
Articles
Application of Data Mining with C5.0 Algorithm to Recommend Prosperous Family Card (KKS) Recipients

Nurul Fadilla

Universitas Islam Negeri Sumatera Utara Medan

Ilka Zufria

Universitas Islam Negeri Sumatera Utara, Medan, Indonesia

M. Fakhriza

Universitas Islam Negeri Sumatera Utara, Medan, Indonesia

Poverty is a social problem that still often occurs in various regions in Indonesia, including in Silau Laut District which consists of several villages such as Bangun Sari, Silo Bonto, Silo Lama, Lubuk…

View Article → 573-589
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DOI: https://doi.org/10.47709/cnahpc.v7i2.5913
Articles
Design of Smart Parking System Using Ultrasonic Sensor to Optimize Parking Lots On Campus

Faisal Lubis

Mechanical Engineering Department, Universitas Muhammadiyah Sumatera Utara, Medan, Indonesia

Bakti Viyata Sundawa

Electrical Engineering Department, Politeknik Negeri Medan, Medan, Indonesia

Cholish

Electrical Engineering Department, Politeknik Negeri Medan, Medan, Indonesia

Abdullah

Electrical Engineering Department, Politeknik Negeri Medan, Medan, Indonesia

Monitoring the availability of parking lots in the campus area is very important. This is related to the solution of the problem of limited parking spaces for four-wheeled vehicles. Existing parking spaces…

View Article → 590-603
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DOI: https://doi.org/10.47709/cnahpc.v7i2.6099

Vol. 7 No. 2 (2025): Research Article, Volume 7 Issue 2 April, 2025

Articles

Rainfall Prediction in Jayapura City Area Using Long Short-Term Memory

Cracking Overtime: Unleashing Machine Learning at PT XYZ with Linear Regression, Neural Networks, and Random Forests

Development of Disaster Management Information System Application with Five Integrated Features

Research on Image Encryption Algorithm Based on Matrix Scrambling and Matrix Product Transformation

MITIGATION OF MULTI TARGET DENIAL OF SERVICE (DOS) ATTACKS USING WAZUH ACTIVE RESPONSE

The Detection of Bullying Against Indonesian National Team Players Using Support Vector Machine

Wireless Network Quality Analysis Using RMA and RSSI Methods at BPKAD Berau District

Analysis of Batrsiyia Product Sales Prediction Using Linear Regression Method

Sentiment Analysis on Short Social Media Texts Using DistilBERT

Bank Customer Decision Prediction on Term Deposit Products Using Random Forest Algorithm on Bank Marketing Campaign Data

Data Analysis of E-Journal Usage in UPM Library with K-Means Clustering Method

Analysis and Evaluation of SIDUN Mobile Application in UEQ-Based User Experience Perspective

Comparison of Support Vector Machine, Random Forest and XGBoost for Sentiment Analysis on Indodax

Application of Data Mining with C5.0 Algorithm to Recommend Prosperous Family Card (KKS) Recipients

Design of Smart Parking System Using Ultrasonic Sensor to Optimize Parking Lots On Campus

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