IEEE

Research on Integration of Intelligent Algorithms in Big Data-Driven Decision Support Systems

Abstract: This study aims to explore the integrated application of intelligent algorithms in big data-driven decision support systems, with special attention to the introduction of edge algorithms to ...
IEEE

Comparative Analysis of Edge Detection Algorithms with Particle Swarm Optimization for Enhanced Image Processing

Abstract: Edge detection plays an important role in various fields by identifying object boundaries and supporting advanced image analysis, such as segmentation, recognition, and tracking. Many edge ...
IEEE

Advancing Edge Computing Paradigms with Novel Architectures and Algorithms for Real-Time Processing

Abstract: This paper focuses on the advancements of the edge computing paradigms regarding the creation of new emerging architectures and algorithms for improving real-time computing. Looking at the ...
IEEE

Adaptive Optimization and Resource Allocation (AORA) Model for IoT-Edge Computing Using Hybrid Newton-Raphson and Dolphin Echolocation Algorithm (HNR-DEA) Technique

Abstract: The swift expansion of Internet of Things (IoT) applications demands the implementation of real-time data processing and low-latency communication, thereby posing challenges to conventional ...
IEEE

FLSN-MVO: Edge Computing and Privacy Protection Based on Federated Learning Siamese Network With Multi-Verse Optimization Algorithm for Industry 5.0

Abstract: With the development of deep learning technology, artificial intelligence has important applications in all aspects of society, but the lack of data has become a vital factor restricting the ...
IEEE

QECO: A QoE-Oriented Computation Offloading Algorithm Based on Deep Reinforcement Learning for Mobile Edge Computing

Abstract: In the realm of mobile edge computing (MEC), efficient computation task offloading plays a pivotal role in ensuring a seamless quality of experience (QoE) for users. Maintaining a high QoE ...
IEEE

Genetic Algorithms for Swarm UAV-Assisted Edge Content Delivery Optimisation Problem

Abstract: Swarm unmanned aerial vehicles (UAV) have been increasingly studied for delivering the contents in 6G networks. In this paper, we propose an energy-aware capacity and trajectory (ECT) ...
IEEE

Evaluating Edge Detection Algorithms for Robust Image Processing and FPGA Implementation

Abstract: Edge detection is crucial in image processing and medical imaging. Various operators have been developed, including Sobel, Canny, Robert, and Prewitt. The Sobel edge detection algorithm is ...
IEEE

Co-Design of Algorithm and Chip Accelerator for Quantized Neural Network in Edge Intelligence

Abstract: Developing ultra-efficient neural networks for edge intelligence systems requires collaborative optimization of accuracy, latency, and hardware resource usage. This paper presents CoDAQ, a ...
IEEE

Swarm Intelligence Algorithms for Energy-Efficient Task Scheduling in Large-Scale Cloud and Edge Computing Systems

Abstract: In a high-performance edge computing system, the power consumption and computational speed are directly proportional to the number of processing cores or systems. Traditional heuristic and ...
IEEE

Securing Edge Computing Environments with a Novel Chaos Theory-Based Lightweight Encryption Algorithm for Real-Time Data Protection

Abstract: In the era of edge computing, securing data transmission has become paramount, especially given the real-time requirements and limited computational resources of edge devices. This study ...
IEEE

Deep Reinforcement Learning Based Utility Optimization Algorithm for Heterogeneous Task in Mobile Edge Computing System

Abstract: Mobile edge computing (MEC) deploys storage and computing resources at the network edge to handle critical applications that are latency-sensitive and computing-intensive. However, wireless ...