Edge QoE: Intelligent Big Data Caching via Deep Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Network"
DOI: 10.1109/mnet.011.1900393
Abstract: In mobile edge networks (MENs), big data caching services are expected to provide mobile users with better quality of experience (QoE) than normal scenarios. However, the increasing types of sensors and devices are producing an… read more here.
Keywords: data caching; reinforcement learning; deep reinforcement; qoe ... See more keywords
Socially Motivated Data Caching in Ultra-Dense Small Cell Networks
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DOI: 10.1109/mnet.2017.1600320
Abstract: UDN is considered as a promising technique to boost the network capacity by reducing the path loss between the base station and UE for the upcoming 5G mobile communication, while the backhaul capacity has become… read more here.
Keywords: data caching; caching ultra; motivated data; ultra dense ... See more keywords
Online Collaborative Data Caching in Edge Computing
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2020.3016344
Abstract: In the edge computing (EC) environment, edge servers are deployed at base stations to offer highly accessible computing and storage resources to nearby app users. From the app vendor's perspective, caching data on edge servers… read more here.
Keywords: data caching; online collaborative; cedc; problem ... See more keywords
Data Caching Optimization in the Edge Computing Environment
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2020.3032724
Abstract: With the rapid increase in the use of mobile devices in people’s daily lives, mobile data traffic is exploding in recent years. In the edge computing environment where edge servers are deployed in close proximity… read more here.
Keywords: problem; data caching; computing environment; edge computing ... See more keywords
Constrained App Data Caching over Edge Server Graphs in Edge Computing Environment
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DOI: 10.1109/tsc.2021.3062017
Abstract: In recent years, edge computing, as an extension of cloud computing, has emerged as a promising paradigm for powering a variety of applications demanding low latency, e.g., virtual or augmented reality, interactive gaming, real-time navigation,… read more here.
Keywords: data caching; cedc; app data; edge computing ... See more keywords
Joint Computation Offloading and Data Caching Based on Cooperation of Mobile-Edge-Computing-Enabled Base Stations
Sign Up to like & getrecommendations! Published in 2021 at "Applied Sciences"
DOI: 10.3390/app11135802
Abstract: Mobile terminal applications with high computing complexity and high time delay sensitivity are developing quite fast today, which aggravates the load of mobile cloud computing and storage and further leads to network congestion and service… read more here.
Keywords: data caching; edge computing; mobile cloud; offloading data ... See more keywords