Volume 21, Issue 7 (2025) | Journal of Computer Science

Review of Fault Tolerance, Replication, and Fragmentation in Grid-Cloud Distributed Systems

Mohammed Adam Kunna Azrag — 2025-07-07

Journal of Computer Science, Published online: 7 July 2025; doi:10.3844/jcssp.2025.1490.1503

The study investigates key aspects of data management in distributed systems, focusing on fragmentation, replication and fault tolerance. With the increasing complexity of modern applications, efficie...

Empirical Study on Modified Pre-Trained CNN Architectures for Fitzpatrick17k Skin Diseases Prediction Modelling

Steven Matthew — 2025-07-08

Journal of Computer Science, Published online: 8 July 2025; doi:10.3844/jcssp.2025.1504.1511

Preventing missed diagnosis of skin diseases is critical for enhancing patient outcomes. Technology support empowered by AI based algorithms have been recently developed to minimize the burden. Convol...

Enhancing Indoor Asset Tracking: IoT Integration and Machine Learning Approaches for Optimized Performance

Rafiq Hamadamin Maulud — 2025-07-07

Journal of Computer Science, Published online: 7 July 2025; doi:10.3844/jcssp.2025.1512.1525

Indoor asset tracking entails the surveillance and governance of the position and movement of tangible assets within enclosed spaces, including warehouses, hospitals, and workplaces. Indoor asset trac...

Smart Weather Data Management System for Sustainable Agriculture in Maharashtra Using Machine Learning

Aishwarya V. Kadu — 2025-07-07

Journal of Computer Science, Published online: 7 July 2025; doi:10.3844/jcssp.2025.1526.1538

Agriculture will benefit greatly from efficient weather data sustainable management. Data can be utilized to schedule the prediction yield, crop growth, and irrigation. This paper collects real-time m...

Maintenance and Evolution Processes of Embedded Software: A Systematic Literature Review

Aloysio Augusto Rabello de Carvalho — 2025-07-17

Journal of Computer Science, Published online: 17 July 2025; doi:10.3844/jcssp.2025.1539.1553

The relevance of embedded systems has increased considerably due to industrial automation and the adoption of IoT and medical devices. This process demands the adaptation of software engineering techn...

A Designing Framework for Ant Colony Algorithm for Managing Cognitive Insomnia

Roqia Rateb — 2025-07-07

Journal of Computer Science, Published online: 7 July 2025; doi:10.3844/jcssp.2025.1554.1564

Insomnia, a condition characterized by poor sleep quality, significantly impacts cognitive function, mood, and overall well-being. Traditional treatments like medication and psychological therapies, w...

Enhancing Quality of Service of Video Streaming Applications Over Vehicular Ad-Hoc Networks

Pooja Sharma — 2025-06-30

Journal of Computer Science, Published online: 30 June 2025; doi:10.3844/jcssp.2025.1565.1575

Vehicular ad-hoc networks play quite an important role in communication as it is challenging to have communication across VANET nodes because of high mobility. Video streaming applications over ad-hoc...

MFQ: Network Bandwidth Utilization among Data Centers on Software Defi ned Network Using Multilevel-Feedback Queue

R Shanthy — 2025-07-29

Journal of Computer Science, Published online: 29 July 2025; doi:10.3844/jcssp.2025.1576.1585

The growing complexity of network traffic patterns and congestion within data centers necessitate innovation in traditional network infrastructure. While advancements in storage, computing, and applic...

Leveraging Computational Models to Analyze the Impact of Co-Branding on Brand Equity and Consumer Loyalty Across Generations

Yana Erlyana — 2025-07-11

Journal of Computer Science, Published online: 11 July 2025; doi:10.3844/jcssp.2025.1586.1593

This study examines the effect of co-branding on brand equity and consumer loyalty in the Indonesian cosmetics sector, specifically analyzing the partnership between Mizzu, a cosmetics brand, and Khon...

Hybrid SIFT-DCT Approach for Face Matching of BuddhaStatues: Addressing Negative Similarity Metrics with SHashing

Linda Marlinda — 2025-07-29

Journal of Computer Science, Published online: 29 July 2025; doi:10.3844/jcssp.2025.1594.1605

Art and cultural heritage rely on image processing techniques forpreservation and analysis. A key challenge in this study is accuratelydetecting highly similar Buddha faces despite variations in light...

Based Approach to Improve the All-Pair Shortest Path Computation

Lau Nguyen Dinh — 2025-06-30

Journal of Computer Science, Published online: 30 June 2025; doi:10.3844/jcssp.2025.1606.1612

This paper presents the development of a centralized algorithm for finding the shortest path between all pairs of vertices on a graph, utilizing the basic structure of the Floyd-Warshall sequential al...

Anomaly Detection Based on Vision Transformer Model and Texture Features

Mohammed Lahraichi — 2025-07-10

Journal of Computer Science, Published online: 10 July 2025; doi:10.3844/jcssp.2025.1613.1620

Anomaly detection is one of the video surveillance applications,which aims to detect and analyze abnormal behaviors and risky situations inorder to prevent accidents. Various deep learning models have...

Optimization-Based Feature Selection and Ensemble Machine Learning Algorithms for Breast Cancer Classification

Satyabrata Patro — 2025-07-17

Journal of Computer Science, Published online: 17 July 2025; doi:10.3844/jcssp.2025.1621.1636

Breast cancer, which originates in a woman's breast tissue, is acknowledged to be a significant study topic in the medical field. For a long time, there has been a serious concern with the classificat...

Towards a Human-Like AGI Architecture: General Intelligence Framework (GIF)

Jiran Kurian Puliyanmakkal — 2025-07-13

Journal of Computer Science, Published online: 13 July 2025; doi:10.3844/jcssp.2025.1637.1650

Artificial Intelligence (AI) has achieved significant breakthroughs but remains limited by its specialization and inability to generalize across domains, unlike human cognition. Current models such as...

A Developed Version of Conjugate Gradient Method With a New Parameter for Dai-Liao Conjugacy Condition With an Application to Solar Panel

Ahmad Alhawarat — 2025-07-15

Journal of Computer Science, Published online: 15 July 2025; doi:10.3844/jcssp.2025.1651.1661

Conjugate Gradient (CG) methods are broadly employed in solving bigger-scale unconstrained optimization problems. Two famous methods are the Hestenes–Stiefel (HS) as well as Polak–Ribière–Poly...

Predicting Antigenic Peptides Using a Multi-Level Transformer Model with Enhanced Feature Selection

Ashwini S. — 2025-07-17

Journal of Computer Science, Published online: 17 July 2025; doi:10.3844/jcssp.2025.1662.1676

This Antigenic Peptide (APs) prediction is one of the most important roles to improve vaccine design and interpret immune responses. This paper develops a Multi-Level Pooling-based Transformer model, ...

Sparse Partial Optimal Transport via Quadratic Regularization

Khang Tran — 2025-07-17

Journal of Computer Science, Published online: 17 July 2025; doi:10.3844/jcssp.2025.1677.1687

Partial Optimal Transport (POT) has recently emerged as a central tool in various Machine Learning (ML) applications. It lifts the stringent assumption of the conventional Optimal Transport (OT) that ...

Enhancing the CIC IoT Dataset 2023 for Improved Attack Detection through GANs Augmentation and Federated Learning

Shahad Alahmari — 2025-07-18

Journal of Computer Science, Published online: 18 July 2025; doi:10.3844/jcssp.2025.1688.1704

The escalating frequency and sophistication of cyber-attacks on Internet of Things (IoT) devices present a pressing challenge to cybersecurity. With IoT device connections projected to exceed 42 billi...

Predicting CO₂ Emissions Using Multivariate Regression: Assessing the Impact of Pandemics and Industrial Revolutions

Youssef Mekki — 2025-07-23

Journal of Computer Science, Published online: 23 July 2025; doi:10.3844/jcssp.2025.1705.1718

This paper explores the prediction of CO2 emissions usingMultivariate Regression models, incorporating the influence of significanthistorical events such as pandemics and industrial revolutions. While...

Cloud Privacy Preservation Using Improved Squeezenet Based Data Sanitization and Improved Lyrebird Optimization-Based Optimal Key Generation

Smita Sharma — 2025-08-20

Journal of Computer Science, Published online: 20 August 2025; doi:10.3844/jcssp.2025.1719.1740

Maintaining privacy in the cloud is critical, which implies reliable and effective models that are adapted to the difficulties presented by cloud settings. This paper introduces a comprehensive privac...