Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks
Sign Up to like & getrecommendations! Published in 2018 at "Mobile Networks and Applications"
DOI: 10.1007/s11036-018-1177-x
Abstract: This paper studies mobile edge computing (MEC) networks where multiple wireless devices (WDs) choose to offload their computation tasks to an edge server. To conserve energy and maintain quality of service for WDs, the optimization… read more here.
Keywords: edge computing; deep learning; distributed deep; learning based ... See more keywords
FedMEC: Improving Efficiency of Differentially Private Federated Learning via Mobile Edge Computing
Sign Up to like & getrecommendations! Published in 2020 at "Mobile Networks and Applications"
DOI: 10.1007/s11036-020-01586-4
Abstract: Federated learning is a recently proposed paradigm that presents significant advantages in privacy-preserving machine learning services. It enables the deep learning applications on mobile devices, where a deep neural network (DNN) is trained in a… read more here.
Keywords: federated learning; edge computing; differentially private; edge ... See more keywords
AGCM: Active Queue Management-Based Green Cloud Model for Mobile Edge Computing
Sign Up to like & getrecommendations! Published in 2019 at "Wireless Personal Communications"
DOI: 10.1007/s11277-019-06119-1
Abstract: Mobile edge computing (MEC) introduced a way for mobile users to acquire the benefits of cloud computing and satisfy the continuous growth of data demands. Still, amidst the evolutionary development of cloud computing and MEC,… read more here.
Keywords: green cloud; model; cloud; edge computing ... See more keywords
A Novel Hybrid Optimization for Cluster‐Based Routing Protocol in Information-Centric Wireless Sensor Networks for IoT Based Mobile Edge Computing
Sign Up to like & getrecommendations! Published in 2021 at "Wireless Personal Communications"
DOI: 10.1007/s11277-021-08088-w
Abstract: In present days, the utilization of mobile edge computing (MEC) and Internet of Things (IoT) in mobile networks offers a bottleneck in the evolving technological requirements. Wireless Sensors Network (WSN) become an important component of… read more here.
Keywords: cluster; mobile edge; based routing; information centric ... See more keywords
Resource optimization in wireless powered cooperative mobile edge computing systems
Sign Up to like & getrecommendations! Published in 2021 at "Science China Information Sciences"
DOI: 10.1007/s11432-020-2925-1
Abstract: Mobile edge computing (MEC) meets the high-bandwidth and ultra-low-latency requirements of mobile networks and improves communication reliability by reducing the networks’ load. In this study, we study a wireless powered MEC system, which includes an… read more here.
Keywords: edge computing; wireless powered; optimization; wireless ... See more keywords
Recent advances in mobile edge computing and content caching
Sign Up to like & getrecommendations! Published in 2020 at "Digital Communications and Networks"
DOI: 10.1016/j.dcan.2019.08.004
Abstract: Abstract The demand for digital media services is increasing as the number of wireless subscriptions is growing exponentially. In order to meet this growing need, mobile wireless networks have been advanced at a tremendous pace… read more here.
Keywords: content caching; edge computing; computing content; edge ... See more keywords
Joint offloading and scheduling decisions for DAG applications in mobile edge computing
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.11.081
Abstract: Abstract Mobile edge computing (MEC) is a promising technology to support computation-intensive tasks for mobile devices which are usually associated with limited resources. Many researches from both scientific and industrial field have put focuses on… read more here.
Keywords: offloading scheduling; edge computing; mec center; joint offloading ... See more keywords
A Survey on Mobile Edge Networks: Convergence of Computing, Caching and Communications
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DOI: 10.1109/access.2017.2685434
Abstract: As the explosive growth of smart devices and the advent of many new applications, traffic volume has been growing exponentially. The traditional centralized network architecture cannot accommodate such user demands due to heavy burden on… read more here.
Keywords: network; survey; edge; computing caching ... See more keywords
Towards a Secure Mobile Edge Computing Framework for Hajj
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Access"
DOI: 10.1109/access.2017.2716782
Abstract: The cloud computing paradigm faces the challenges of providing low latency, high availability, and real-time location-aware services where millions of people are mobile with respect to time and geographic location. In this paper, we propose… read more here.
Keywords: location; computing framework; framework; edge computing ... See more keywords
Data Offloading in Mobile Edge Computing: A Coalition and Pricing Based Approach
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2017.2785265
Abstract: Mobile edge computing (MEC) that affords service to the vicinity of mobile devices (MDs) has become a key technology for future network. Offloading big data to the MEC server for preprocessing is an attractive approach… read more here.
Keywords: coalition; data offloading; edge computing; mec ... See more keywords
Exploitation of Mobile Edge Computing in 5G Distributed Mission-Critical Push-to-Talk Service Deployment
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2849200
Abstract: There is a growing interest in adapting mission critical public-safety communications from traditional private radio technologies toward 5G. The need for resiliency and strong delay requirements has resulted in mobile edge computing (MEC) emerging as… read more here.
Keywords: edge computing; mission; critical push; mission critical ... See more keywords