Integrated VLC/RF Wireless Technologies for Reliable Content Caching System in Vehicular Networks
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DOI: 10.1109/access.2021.3070397
Abstract: In a vehicular communications environment, the need for information sharing, entertainment, and multimedia will increase, leading to congestion of backhaul networks. The major challenge of this network is latency and resource limitations. Proactive caching can… read more here.
Keywords: system; integrated vlc; vlc wireless; wireless technologies ... See more keywords
Proactive Edge Caching in Vehicular Networks: An Online Bandit Learning Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3229645
Abstract: Proactively caching content at the network edge is particularly effective in high-mobility vehicular networks, where intermittent connection is the major challenge for seamless content transmission. The objective of this paper is to achieve proactive caching… read more here.
Keywords: proactive caching; mab; vehicular networks; bandit ... See more keywords
A Hybrid Proactive Caching System in Vehicular Networks Based on Contextual Multi-Armed Bandit Learning
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DOI: 10.1109/access.2023.3259547
Abstract: Proactive edge caching has been regarded as an effective approach to satisfy user experience in mobile networks by providing seamless content transmission and reducing network delay. This is particularly useful in rapidly changing vehicular networks.… read more here.
Keywords: proactive caching; system; caching system; traffic ... See more keywords
A $Q$ -Learning-Based Proactive Caching Strategy for Non-Safety Related Services in Vehicular Networks
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DOI: 10.1109/jiot.2018.2883762
Abstract: Content caching has brought huge potential for the provisioning of non-safety related infotainment services in future vehicular networks. Assisted by multiaccess edge computing, roadside units (RSUs) could become cache-capable and offer fast caching services to… read more here.
Keywords: non safety; strategy; safety related; vehicular networks ... See more keywords
DeepCachNet: A Proactive Caching Framework Based on Deep Learning in Cellular Networks
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DOI: 10.1109/mnet.2019.1800058
Abstract: Content caching at the network edge is considered to be a suitable technique for enhancing the efficacy of content delivery in cellular networks. Caching the strategic content at the SBS is critical due to storage… read more here.
Keywords: content; cellular networks; framework; caching framework ... See more keywords
Predictive Proactive Caching in VANETs for Social Networking
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3148720
Abstract: Social media traffic constitutes the highest percentage of Internet traffic. Such traffic is largely facilitated by mobile devices, which imposes a huge traffic load on backhaul links in 5G networks, and can in turn affect… read more here.
Keywords: proactive caching; travel time; predictive proactive; vanets social ... See more keywords