Queuing Model Based Edge Placement for Work Offloading in Mobile Cloud Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2979479
Abstract: Recently, many useful services have been provided through wireless mobile devices. One of the critical issues is that mobile devices are generally built with limited computing capability, and thus may not be able to handle… read more here.
Keywords: cloud; edge server; edge servers; edge ... See more keywords
Cooperative Edge Caching: A Multi-Agent Deep Learning Based Approach
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3010329
Abstract: Ubiquitous Internet of Things (IoT) devices have fueled plenty of innovations in the emerging network paradigms. Among them, IoT edge caching has emerged as a promising technique to cope with the explosive growth in network… read more here.
Keywords: learning based; cooperative edge; approach; edge caching ... See more keywords
Blockchain-Based Secure Content Caching and Computation for Edge Computing
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3383474
Abstract: The current explosion in user traffic necessitates the placement of edge servers in proximity to the Internet of Things (IoT) devices, allowing computation tasks to be offloaded to edge servers. This strategy aims to minimize… read more here.
Keywords: content caching; edge servers; edge computing; edge ... See more keywords
Trusted Resource Allocation Based on Smart Contracts for Blockchain-Enabled Internet of Things
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3114438
Abstract: By sharing resources between edge servers and end users, edge-end cooperation is one important way to support various applications in Internet of Things, which have critical resource requirements on computing, storage, or bandwidth. How to… read more here.
Keywords: edge servers; smart contracts; trusted resource; internet things ... See more keywords
MTRFN: Multiscale Temporal Receptive Field Network for Compressed Video Action Recognition at Edge Servers
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3142759
Abstract: With the wide deployment of Internet of Things monitoring terminals, a tremendous number of videos are accumulated continuously. Big data processing and analysis-based action recognition has an increasingly important role in making cities simpler, better,… read more here.
Keywords: multiscale temporal; network; edge servers; action recognition ... See more keywords
Enabling Privacy-Preserving Parallel Outsourcing Matrix Inversion in IoT
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3150956
Abstract: With the rapid development of Internet of Things (IoT), edge computing has been widely applied as a novel computing paradigm. Securely outsourcing intensive tasks to edge servers is becoming increasingly pervasive. It is a nice… read more here.
Keywords: matrix inversion; inversion; edge servers; privacy preserving ... See more keywords
Request Scheduling Combined With Load Balancing in Mobile-Edge Computing
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3176631
Abstract: Edge servers can cache some delay-sensitive and resource-intensive applications to reduce the delay of user tasks. However, due to the limited resources of edge servers, they cannot cache all services and process all user requests… read more here.
Keywords: load; load balancing; request scheduling; edge servers ... See more keywords
Task-Oriented and Semantic-Aware Heterogeneous Networks for Artificial Intelligence of Things: Performance Analysis and Optimization
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2023.3305011
Abstract: We propose a novel task-oriented and semantic-aware heterogeneous networks (TOSA-HetNets) framework for multitype Artificial Intelligence of Things (AIoT) devices with various requirements, where the dense edge servers with different transmission capabilities, computing resources, and power… read more here.
Keywords: task; aiot devices; edge servers; performance ... See more keywords
Task Offloading and Resource Allocation Strategies Among Multiple Edge Servers
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DOI: 10.1109/jiot.2023.3343793
Abstract: Mobile-edge computing has been widely used in the Internet of Things (IoT) field. In mobile-edge computing, users’ tasks can be executed on local devices or offloaded to edge servers for processing. However, in the multiedge… read more here.
Keywords: task; offloading resource; edge servers; task offloading ... See more keywords
Multiobjective Placement of Edge Servers in MEC Environment Using a Hybrid Algorithm Based on NSGA-II and MOPSO
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2024.3409569
Abstract: In a mobile edge computing (MEC) environment, latency and energy consumption can be reduced by offloading tasks from mobile devices to edge servers (ESs) instead of remote cloud servers. The placement of ESs closest to… read more here.
Keywords: mec environment; placement; edge servers; nsga mopso ... See more keywords
Sustainable AI Processing at the Edge
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Micro"
DOI: 10.1109/mm.2022.3220399
Abstract: Edge computing is a popular paradigm for accelerating light- to medium-weight machine learning algorithms initiated from mobile devices without requiring the long communication latencies to send them to remote datacenters in the cloud. Edge servers… read more here.
Keywords: processing edge; energy; edge servers; memory ... See more keywords