Recent Trends in Parallel Computing
Volume 10, Issue 2 (2023)
Published
Table of contents
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Context-aware Multipath Load Balancing Routing for RPL in IoT
Abstract: The Internet of Things (IoT) is revolutionizing the world with unprecedented levels of insights and intelligence, connecting the physical world to the digital age. In order to provide dependable and efficient routing, IPv6 Routing Protocol for Low Power and Lossy Networks (RPL) has been adopted as the foundation network for the Internet of Things (IoT). Although many IoT routing criteria have been met thanks to RPL's distinctive features, load balancing …
Published in Recent Trends in Parallel Computing · Vol. 10, Issue 2, 2023 · pp. 1–17 Read article
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Addressing Security Challenges in Cloud Computing for Healthcare Systems: A Comprehensive Survey
Abstract: Mobile cloud computing (MCC) emerges as an innovative technology revolutionizing mobile web services by combining the domains of mobile computing, cloud computing, and wireless networks. In the healthcare sector, MCC plays a pivotal role in transforming medical services, offering novel facilities and services to patients and caregivers alike. The adoption of MCC by healthcare professionals (HCPs) has led to a surge in medical software applications designed for these platforms, consequently …
Published in Recent Trends in Parallel Computing · Vol. 10, Issue 2, 2023 · pp. 18–27 Read article
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An Application of Recommendation Systems to Cluster-based Pattern Recognition
Abstract: Information overload is a common problem faced by internet users; so, the recommendation system is becoming increasingly important to this service. Collective filtering is used by recommendation systems to offer recommendations to individuals or for products based on their shared interests. Data or people should be grouped into clusters so that they have more in common with those in the same cluster and stand out from those in other clusters. …
Published in Recent Trends in Parallel Computing · Vol. 10, Issue 2, 2023 · pp. 28–36 Read article
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Cyberattack Detection System in Private Cloud
Abstract: As cloud computing adoption in colleges continues to rise, the security of private cloud systems has become a paramount concern. Data breaches resulting from cyberattacks can inflict severe damage to a university's revenue and reputation. This research proposes a novel machine learning-based cyber threat detection system tailored to the university's private cloud environment. The system's main objective is to continuously monitor the cloud infrastructure and employ advanced machine learning algorithms …
Published in Recent Trends in Parallel Computing · Vol. 10, Issue 2, 2023 · pp. 37–44 Read article
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A Comprehensive Examination of Cloudflare's IP-based Distributed Denial of Service Mitigation
Abstract: This study dives deep into the world of DDoS (Distributed Denial of Service) attack prevention, with a keen focus on Cloudflare. As a powerhouse in the cybersecurity world, Cloudflare uses smart tactics, like acting as a reverse proxy, to keep online services safe from DDoS attacks. What does Cloudflare do exactly? It acts as a bouncer, checking all incoming server traffic to weed out harmful requests. This unique position lets …
Published in Recent Trends in Parallel Computing · Vol. 10, Issue 2, 2023 · pp. 45–54 Read article