Mobility-Aware Caching Scheduling for Fog Computing in mmWave Band
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2880031
Abstract: As an extension of cloud computing, fog computing at the edge of networks provides low latency, location awareness, and real-time interactions. At the same time, millimeter-wave communications are able to provide directional multi-gigabit transmission rates… read more here.
Keywords: aware caching; edge nodes; mobility aware; fog computing ... See more keywords
Federated Learning Convergence Optimization for Energy-Limited and Social-Aware Edge Nodes
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3438163
Abstract: With the explosive growth of user data, AI applications are increasingly affecting people’s lives. To tackle the problems of data privacy and network congestion, people raise their interest in the Federated Learning (FL) framework, which… read more here.
Keywords: problem; energy; federated learning; edge nodes ... See more keywords
Blockchain-Based Trustworthy Edge Caching Scheme for Mobile Cyber-Physical System
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2019.2951007
Abstract: To improve mobile users’ quality-of-experience (QoE) in the mobile cyber-physical system (MCPS), caching layered-coding contents on edge nodes that are close to mobile users has been advocated as a promising solution, which can efficiently lower… read more here.
Keywords: edge nodes; caching scheme; edge caching; mobile users ... See more keywords
IoT Edge-Computing-Enabled Efficient Localization via Robust Optimal Estimation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3200095
Abstract: Source localization within wireless sensor networks (WSNs) is one of the critical technologies in the Internet of Things (IoT). As the number of network nodes increases, so does the amount of data and computational requirement.… read more here.
Keywords: problem; localization; edge nodes; edge computing ... See more keywords
Secure and Efficient Biometric-Based Anonymous Authentication Scheme for Mobile-Edge Computing
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2024.3429397
Abstract: Currently, the biometric-based authentication schemes have been widely deployed in the mobile edge computing environment to ensure the authenticity of the edge nodes’ identities. While some solutions for the mobile edge computing adopting a tripartite… read more here.
Keywords: edge; edge computing; anonymous authentication; edge nodes ... See more keywords
Dynamic Parameter Selection of LoRa Edge Nodes Using Reinforcement Learning With Link Prior Knowledge
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2024.3443857
Abstract: LoRa is widely used in low-power Internet of Things (IoT) applications due to its low-power consumption, high-connection density, and wide coverage. How to optimize the physical layer parameter configuration of LoRa edge nodes is a… read more here.
Keywords: parameter; edge nodes; knowledge; lora edge ... See more keywords
A Cyclic Game for Service-Oriented Resource Allocation in Edge Computing
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2020.2966196
Abstract: Existing works adopt the Edge-Oriented Resource Allocation (EORA) scheme, in which edge nodes cache services and schedule user requests to distribute workloads over cloud and edge nodes, so as to achieve high-quality services and low… read more here.
Keywords: resource allocation; edge; oriented resource; service ... See more keywords
Edge-Nodes Representation Neural Machine for Link Prediction
Sign Up to like & getrecommendations! Published in 2019 at "Algorithms"
DOI: 10.3390/a12010012
Abstract: Link prediction is a task predicting whether there is a link between two nodes in a network. Traditional link prediction methods that assume handcrafted features (such as common neighbors) as the link’s formation mechanism are… read more here.
Keywords: link; edge nodes; nodes representation; link prediction ... See more keywords
EDCrammer: An Efficient Caching Rate-Control Algorithm for Streaming Data on Resource-Limited Edge Nodes
Sign Up to like & getrecommendations! Published in 2019 at "Applied Sciences"
DOI: 10.3390/app9122560
Abstract: This paper explores data caching as a key factor of edge computing. State-of-the-art research of data caching on edge nodes mainly considers reactive and proactive caching, and machine learning based caching, which could be a… read more here.
Keywords: streaming data; edge nodes; caching rate; edcrammer efficient ... See more keywords