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  • Open Access

    ARTICLE

    An Efficient Content Caching Strategy for Fog-Enabled Road Side Units in Vehicular Networks

    Faareh Ahmed1, Babar Mansoor2, Muhammad Awais Javed3, Abdul Khader Jilani Saudagar4,*

    CMES-Computer Modeling in Engineering & Sciences, Vol.144, No.3, pp. 3783-3804, 2025, DOI:10.32604/cmes.2025.069430 - 30 September 2025

    Abstract Vehicular networks enable seamless connectivity for exchanging emergency and infotainment content. However, retrieving infotainment data from remote servers often introduces high delays, degrading the Quality of Service (QoS). To overcome this, caching frequently requested content at fog-enabled Road Side Units (RSUs) reduces communication latency. Yet, the limited caching capacity of RSUs makes it impractical to store all contents with varying sizes and popularity. This research proposes an efficient content caching algorithm that adapts to dynamic vehicular demands on highways to maximize request satisfaction. The scheme is evaluated against Intelligent Content Caching (ICC) and Random Caching More >

  • Open Access

    ARTICLE

    PAV-A-kNN: A Novel Approachable kNN Query Method in Road Network Environments

    Kailai Zhou*, Weikang Xia, Jiatai Wang

    CMC-Computers, Materials & Continua, Vol.84, No.2, pp. 3217-3240, 2025, DOI:10.32604/cmc.2025.065334 - 03 July 2025

    Abstract Ride-hailing (e.g., DiDi and Uber) has become an important tool for modern urban mobility. To improve the utilization efficiency of ride-hailing vehicles, a novel query method, called Approachable k-nearest neighbor (A-kNN), has recently been proposed in the industry. Unlike traditional kNN queries, A-kNN considers not only the road network distance but also the availability status of vehicles. In this context, even vehicles with passengers can still be considered potential candidates for dispatch if their destinations are near the requester’s location. The V-Tree-based query method, due to its structural characteristics, is capable of efficiently finding k-nearest moving objects within… More >

  • Open Access

    ARTICLE

    Deep Learning-Based Natural Language Processing Model and Optical Character Recognition for Detection of Online Grooming on Social Networking Services

    Sangmin Kim1, Byeongcheon Lee1, Muazzam Maqsood2, Jihoon Moon3,*, Seungmin Rho4,*

    CMES-Computer Modeling in Engineering & Sciences, Vol.143, No.2, pp. 2079-2108, 2025, DOI:10.32604/cmes.2025.061653 - 30 May 2025

    Abstract The increased accessibility of social networking services (SNSs) has facilitated communication and information sharing among users. However, it has also heightened concerns about digital safety, particularly for children and adolescents who are increasingly exposed to online grooming crimes. Early and accurate identification of grooming conversations is crucial in preventing long-term harm to victims. However, research on grooming detection in South Korea remains limited, as existing models trained primarily on English text and fail to reflect the unique linguistic features of SNS conversations, leading to inaccurate classifications. To address these issues, this study proposes a novel… More >

  • Open Access

    ARTICLE

    Sensitive Target-Guided Directed Fuzzing for IoT Web Services

    Xiongwei Cui, Yunchao Wang, Qiang Wei*

    CMC-Computers, Materials & Continua, Vol.83, No.3, pp. 4939-4959, 2025, DOI:10.32604/cmc.2025.063592 - 19 May 2025

    Abstract The development of the Internet of Things (IoT) has brought convenience to people’s lives, but it also introduces significant security risks. Due to the limitations of IoT devices themselves and the challenges of re-hosting technology, existing fuzzing for IoT devices is mainly conducted through black-box methods, which lack effective execution feedback and are blind. Meanwhile, the existing static methods mainly rely on taint analysis, which has high overhead and high false alarm rates. We propose a new directed fuzz testing method for detecting bugs in web service programs of IoT devices, which can test IoT… More >

  • Open Access

    ARTICLE

    The cost and guideline adherence of direct-to-consumer telemedicine companies offering gender-affirming hormone therapy

    Nicholas Sellke1,2,*, Erin Jesse1,2, Justin M. Dubin3, Tomislav D. Medved1,2, Neha S. Basti4, Janvi Ramchandra2, Robert E. Brannigan4, Joshua A. Halpern4, Nannan Thirumavalavan1,2

    Canadian Journal of Urology, Vol.32, No.2, pp. 89-94, 2025, DOI:10.32604/cju.2025.065004 - 30 April 2025

    Abstract Introduction: Direct-to-consumer (DTC) telemedicine has emerged as an option for transgender patients seeking gender affirming hormone therapy (GAHT). We aimed to characterize the healthcare services provided by DTC telemedicine companies offering GAHT and to compare their costs to a tertiary care center. Methods: We identified DTC telemedicine platforms offering GAHT via internet searches and extracted information from their websites related to evaluation, treatment, monitoring, and cost. Cost of the DTC GAHT was compared to cost for comparable services at a tertiary care center. Results: Six DTC companies were identified. All platforms utilized an informed consent model… More >

  • Open Access

    ARTICLE

    Sacrocolpopexy in urology versus gynecology: a contemporary analysis of outcomes and patient profiles

    Yash B. Shah1, Courtney E. Capella1,*, Rishabh K. Simhal2, Maria J. D’Amico1, Whitney Smith1, Alana M. Murphy1

    Canadian Journal of Urology, Vol.32, No.1, pp. 63-70, 2025, DOI:10.32604/cju.2025.064711 - 20 March 2025

    Abstract Introduction: With the aging population, more females will suffer from pelvic organ prolapse. Both urologists and gynecologists perform sacrocolpopexy, but there is no comparative study analyzing differences in provision of care, outcomes, or patient population. We aimed to elucidate potential differences in demographics, outcomes, and minimally invasive surgery utilization for SCP performed by urology and gynecology. Methods: In our retrospective analysis, sacrocolpopexies were identified using the American College of Surgeons National Surgical Quality Improvement Project database from 2006–2020. Pearson’s chi-square test was performed to test trends in the utilization of MIS in five-year blocks. Frailty… More >

  • Open Access

    REVIEW

    Leveraging Artificial Intelligence to Achieve Sustainable Public Healthcare Services in Saudi Arabia: A Systematic Literature Review of Critical Success Factors

    Rakesh Kumar1,*, Ajay Singh2, Ahmed Subahi Ahmed Kassar3, Mohammed Ismail Humaida3, Sudhanshu Joshi4, Manu Sharma5

    CMES-Computer Modeling in Engineering & Sciences, Vol.142, No.2, pp. 1289-1349, 2025, DOI:10.32604/cmes.2025.059152 - 27 January 2025

    Abstract This review aims to analyze the development and impact of Artificial Intelligence (AI) in the context of Saudi Arabia’s public healthcare system to fulfill Vision 2030 objectives. It is extensively devoted to AI technology deployment relevant to disease management, healthcare delivery, epidemiology, and policy-making. However, its AI is culturally sensitive and ethically grounded in Islam. Based on the PRISMA framework, an SLR evaluated primary academic literature, cases, and practices of Saudi Arabia’s AI implementation in the public healthcare sector. Instead, it categorizes prior research based on how AI can work, the issues it poses, and… More >

  • Open Access

    ARTICLE

    Optimization Model Proposal for Traffic Differentiation in Wireless Sensor Networks

    Adisa Hasković Džubur*, Samir Čaušević, Belma Memić, Muhamed Begović, Elma Avdagić-Golub, Alem Čolaković

    CMC-Computers, Materials & Continua, Vol.81, No.1, pp. 1059-1084, 2024, DOI:10.32604/cmc.2024.055386 - 15 October 2024

    Abstract Wireless sensor networks (WSNs) are characterized by heterogeneous traffic types (audio, video, data) and diverse application traffic requirements. This paper introduces three traffic classes following the defined model of heterogeneous traffic differentiation in WSNs. The requirements for each class regarding sensitivity to QoS (Quality of Service) parameters, such as loss, delay, and jitter, are described. These classes encompass real-time and delay-tolerant traffic. Given that QoS evaluation is a multi-criteria decision-making problem, we employed the AHP (Analytical Hierarchy Process) method for multi-criteria optimization. As a result of this approach, we derived weight values for different traffic… More >

  • Open Access

    ARTICLE

    MPDP: A Probabilistic Architecture for Microservice Performance Diagnosis and Prediction

    Talal H. Noor*

    Computer Systems Science and Engineering, Vol.48, No.5, pp. 1273-1299, 2024, DOI:10.32604/csse.2024.052510 - 13 September 2024

    Abstract In recent years, container-based cloud virtualization solutions have emerged to mitigate the performance gap between non-virtualized and virtualized physical resources. However, there is a noticeable absence of techniques for predicting microservice performance in current research, which impacts cloud service users’ ability to determine when to provision or de-provision microservices. Predicting microservice performance poses challenges due to overheads associated with actions such as variations in processing time caused by resource contention, which potentially leads to user confusion. In this paper, we propose, develop, and validate a probabilistic architecture named Microservice Performance Diagnosis and Prediction (MPDP). MPDP… More >

  • Open Access

    REVIEW

    Survey on Video Security: Examining Threats, Challenges, and Future Trends

    Ali Asghar1,#, Amna Shifa2,#, Mamoona Naveed Asghar2,*

    CMC-Computers, Materials & Continua, Vol.80, No.3, pp. 3591-3635, 2024, DOI:10.32604/cmc.2024.054654 - 12 September 2024

    Abstract Videos represent the most prevailing form of digital media for communication, information dissemination, and monitoring. However, their widespread use has increased the risks of unauthorised access and manipulation, posing significant challenges. In response, various protection approaches have been developed to secure, authenticate, and ensure the integrity of digital videos. This study provides a comprehensive survey of the challenges associated with maintaining the confidentiality, integrity, and availability of video content, and examining how it can be manipulated. It then investigates current developments in the field of video security by exploring two critical research questions. First, it… More >

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