edge computing

CSFENet: a lightweight edge network for UAV-based forest fire detection with generative data

From Probabilistic Cloud to Pycloud — A Control-Layer Language for Quantum Computing and Hardware Validation

Probabilistic cloud state machine (PCSM) theory [1] formalises the classical control layer of quantum computation as a geometric model on the space of stable probability distributions. This paper reports the implementation path from that theory to a usable Python programming interface, together with hardware-validation...

Optoelectronic memristor based on self-assembled distributed nitrogen-doped carbon quantum dots (N-CQDs) film for multimodal logical operation and information processing

Deep Learning-Based Face Recognition Using Convolutional Neural Networks: A Comparative Analysis with Real-Time Application

This paper presents a comparative study of deep learning-based face recognition using Convolutional Neural Networks (CNNs) and traditional machine learning approaches. The proposed system is designed to improve facial recognition accuracy while supporting real-time applications. The study evaluates a CNN architecture a...

Demand-weighted edge betweenness centrality for identifying critical pipes in water distribution networks

ABSTRACT Graphical abstract summarising the DWEBC workflow: a WDN is converted to a weighted graph; EPANET hydraulic outputs and demand data are used to compute DWEBC; and high-ranking pipes support resilience screening, maintenance prioritisation, and digital-twin decision-making. Water distribution networks (WDNs) su...

IoT-Based Early Detection of Chronic Diseases Using Machine Learning

Chronic diseases, including cardiovascular disease, diabetes, chronic respiratory disease, and cancer, remain major causes of morbidity and premature mortality worldwide.The increasing availability of Internet of Things (IoT) devices, wearable sensors, smart phones, and remote monitoring platforms provides an opportuni...

Towards Net-Zero clouds: An SLA-aware, carbon-optimized, and hybrid resource management technique

Cloud Data Centres (CDCs) constitute the foundation of digital services, but they are also a major source of carbon emissions and energy demand worldwide. In order to achieve net-zero infrastructures, environmental sustainability, energy efficiency, and service quality, in terms of Service Level Agreements (SLAs), assu...

Privacy preserving cloud data security using blockchain-based public key infrastructure: A systematic review

Cloud computing has become fundamental to modern digital services, with Public Key Infrastructure (PKI) serving as the primary mechanism for authentication, certificate management, and secure communication. However, conventional centralized PKI introduces challenges such as single points of failure, certificate revocat...

Pelvis-Based Three-Dimensional Hip Morphology in Japanese Women: Reference Distributions and Spatial Relationships of Femoral Head Position, Acetabular Orientation, and Coverage

Background: Conventional radiographic assessment of the hip primarily describes coronal acetabular coverage and does not fully characterize the three-dimensional spatial relationship among the pelvis, femoral head, and acetabulum.This study aimed to establish a pelvis-based three-dimensional morphometric reference fram...

Also of Interest

By integrating classical mathematical foundations with cutting-edge machine learning and high-performance computing, this definitive guide provides the complete toolkit needed to translate complex fluid mechanics and epidemiological theory into actionable, real-world solutions.

A Lightweight Edge-Computing Framework for IoT Attack Detection Under Resource Constraints

This preliminary research investigates machine learning approaches for detecting IoT network attacks under resource constraints, focusing on distinguishing benign traffic from UDP flood attack traffic. The study evaluates Decision Tree, Logistic Regression, and Random Forest classifiers using network traffic data. It a...

(Short Paper18) Verification Mechanism and System Errors of REM Sleep in the In Vivo Analog Quantum Synchronizer (Bio QPU) Paradigm: Quantum Informatic Formulation of Dreams, Sleep Paralysis, and Cellular Carcinogenesis Based on Phase Noise Rejection and Selective Decoherence

Despite the skeletal muscles being relaxed by the action of the sleep center, the phenomenon of “REM sleep,” in which only the eyeballs move violently, has been interpreted in conventional neuroscience as the leakage of random activity accompanying memory consolidation, etc. However, overcoming the metaphor of viewing...