Application of 5G + edge computing technology in intelligent monitoring construction of electricity business office by Wei Cui, Junwei Li, Wei Ge, Bo Zhang, Tianwei Liu

“…This paper also proposes an edge scheduling algorithm based on game theory, which enables each edge device to choose the optimal data processing task according to its own utility function through a non-cooperative game model, realizing the optimization of the efficacy and accuracy of data processing. …”
Get full text

Framelet transform based edge detection for straight line detection from remote sensing images by Vidhya Rangasamy, Sulochana Subramaniam

“… Edge detection has been widely used as a pre-processing step for image processing applications such as region segmentation, feature extraction and object boundary description. …”
Get full text

Enhanced Collaborative Edge Intelligence for Explainable and Transferable Image Recognition in 6G-Aided IIoT by Chen Chen, Ze Sun, Jiale Zhang, Junwei Dong, Peng Zhang, Jie Guo

“…However, the existing algorithms often neglect the explainability of image recognition processes and fail to address the collaborative potential between edge computing servers. …”
Get full text

FSSA: A Fully Serial and Mixed-Precision Systolic Array for Vision Transformer Acceleration on Edge by Iraj Moghaddasi, Byeong-Gyu Nam

“…This article introduces the Fully Serial Systolic Array (FSSA) for Transformer acceleration on edge devices. The proposed architecture integrates bit-serial processing into the systolic array architecture to optimize computational efficiency. …”
Get full text

An Edge Container Migration Optimization Method for Multi-service Intelligent Resource Scheduling of Distribution Networks by Shuai LI, Di XU, Xiangyu WEN, Jiaxin ZHANG

“…Edge container migration technology can achieve intelligent scheduling of service data from resource-constrained servers to resource-sufficient servers. …”
Get full text

Additive operator splitting scheme for a general mean curvature flow and application in edges enhancement by Rafaa Chouder, Noureddine Benhamidouche

“… Many models that use non-linear partial differential equations (PDEs) have been extensively applied for different tasks in image processing. Among these PDE-based approaches, the mean curvature flow filtering has impressive results, for which feature directions in the image are important. …”
Get full text

Proposal of an open-source accelerators library for inference of transformer networks in edge devices based on Linux by Alejandro Araya-Núñez, Justin Fernández-Badilla, Daniel González-Vargas González-Vargas, Jimena León-Huertas, Erick-Andrés Obregón-Fonseca, Danny Xie-Li

“…Transformers networks have been a great milestone in the natural language processing field, and have powered technologies like ChatGPT, which are undeniably changing people’s lives. …”
Get full text

Test and Control Technology for Secondary Relay Protection Equipment of Power System Based on Edge IoT by Yuanbo YE, Hao ZHANG, Tongwen WANG, Zhihua WANG, Yong CHEN

“…In order to solve the problems of low automation degree of substation relay protection test and poor management of test reports, a test and control technology for protection device based on Edge IoT is proposed. Based on the data storage and processing capability of cloud platform, an automatic test architecture based on Edge IoT is designed. …”
Get full text

Cell Death Mechanisms in <i>Mycobacterium abscessus</i> Infection: A Double-Edged Sword by Rhana Berto da Silva Prata, Roberta Olmo Pinheiro

Get full text

Edge computing for detection of ship and ship port from remote sensing images using YOLO by Vasavi Sanikommu, Sai Pravallika Marripudi, Harini Reddy Yekkanti, Revanth Divi, R. Chandrakanth, P. Mahindra

“…The proposed system delivers a precision of 86% compared to existing methods; this approach is designed to allow for real-time deployment in the context of resource-constrained environments, especially with a Jetson Nano edge device. This deployment will ensure scalability, efficient processing, and reduced reliance on central computing resources, making it especially suitable for maritime settings in which real-time monitoring is vital. …”
Get full text

Future perspectives on internet of vehicles resource management: digital twin-enabled edge computing frameworks by Jihong Xie, Gui Wu, Xiang Zhou, Shanshan Deng

“…DTs replicate real entities in the virtual domain with real-time control, diagnostics, maintenance, and better management. With edge computing, processing data near the source, these technologies significantly lower response time and optimize system performance. …”
Get full text

A node deployment and resource optimization method for CPDS based on cloud‐fog‐edge collaboration by Xiaoping Xiong, Geng Yang

“…Finally, the effectiveness of the proposed architecture and allocation strategy is validated through simulations on the OPNET and PureEdgeSim platforms. The results demonstrate that, compared to traditional cloud‐edge service architectures, the proposed architecture and task offloading scheme achieve better performance in terms of processing latency and energy consumption.…”
Get full text

Harnessing plant–microorganism interactions for nano-bioremediation of heavy metals: Cutting-edge advances and mechanisms by Kallol Das, Aniruddha Sarker, Md Abdullah Al Masud, Shunping Ding, F. M. Aminuzzaman

Get full text

Flexible hybrid edge computing IoT architecture for low-cost bird songs detection system by Francisco A. Delgado-Rajó, Carlos M. Travieso-Gonzalez

“…This results in significant bandwidth savings, since the processing is carried out at the edge.…”
Get full text

Design of an improved worm gear tooth profile edge-preserving filter for image detail enhancement by Yong ZHENG, Wei XIE, Yan CHEN, Huayu ZHAO, Tianheng ZHANG, Gaoxin DUAN, Hongdi LIU

“…To amplify image details, a two-stage guided filtering algorithm is employed, utilizing the original image and the post-threshold segmented image as guide images for separate filtering processes, followed by a fusion step. The fused image undergoes additional edge enhancement through sharpening and contrast improvement via the adjustment of gray-level distribution. …”
Get full text

Efficient GPT-4V level multimodal large language model for deployment on edge devices by Yuan Yao, Tianyu Yu, Ao Zhang, Chongyi Wang, Junbo Cui, Hongji Zhu, Tianchi Cai, Chi Chen, Haoyu Li, Weilin Zhao, Zhihui He, Qianyu Chen, Ronghua Zhou, Zhensheng Zou, Haoye Zhang, Shengding Hu, Zhi Zheng, Jie Zhou, Jie Cai, Xu Han, Guoyang Zeng, Dahai Li, Zhiyuan Liu, Maosong Sun

“…We present MiniCPM-V, efficient models for edge devices that integrate advancements in architecture, training, and data. …”
Get full text

Fault-Tolerant Scheduling Mechanism for Dynamic Edge Computing Scenarios Based on Graph Reinforcement Learning by Yuze Zhang, Geming Xia, Chaodong Yu, Hongcheng Li, Hongfeng Li

“…With the proliferation of Internet of Things (IoT) devices and edge nodes, edge computing has taken on much of the real-time data processing and low-latency response tasks which were previously managed by cloud computing. …”
Get full text

Regulatory role of circular RNAs in the development of therapeutic resistance in the glioma: A double-edged sword by Negin Masoomabadi, Ali Gorji, Tahereh Ghadiri, Safieh Ebrahimi

Get full text

Edge-Based Dynamic Spatiotemporal Data Fusion on Smart Buoys for Intelligent Surveillance of Inland Waterways by Ruolan Zhang, Chenhui Zhao, Yu Liang, Jingfeng Hu, Mingyang Pan

“…This study addresses the challenge of real-time processing and synchronization of voluminous video and AIS data for effective waterway management. …”
Get full text

Improved adaptive FPGA dark channel prior dehazing algorithm for edge applications in agricultural scenarios by Qunpeng Gao, Baiquan Qian, Fengqi Yu, Liye Chen, Peng Gao, Jiatao Wu, Zonghong Li, Weixing Wang, C.V. Jiaxing Xie

“…This study presents an FPGA-accelerated edge computing system for an adaptive real-time dehazing platform in agricultural drones. …”
Get full text