Efficient proactive caching for supporting seamless mobility [PDF]
Proceeding of IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks 2014, 2014 We present a distributed proactive caching approach that exploits user mobility information to decide where to proactively cache data to support seamless mobility, while efficiently utilizing cache storage using a congestion pricing scheme. The proposed approach is applicable to the case where objects have different sizes and to a two-level cache ...
Siris, Vasilios A. +2 more
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Big data meets telcos: A proactive caching perspective [PDF]
Journal of Communications and Networks, 2015 8 pages, 5 ...
Ejder Bastug +6 more
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Living on the edge: The role of proactive caching in 5G wireless networks [PDF]
IEEE Communications Magazine, 2014 This article explores one of the key enablers of beyond 4G wireless networks leveraging small cell network deployments, proactive caching. Endowed with predictive capabilities and harnessing recent developments in storage, context awareness, and social ...
Ejder Bastug, M. Bennis, M. Debbah
semanticscholar +5 more sources
SPARCQ: Enhancing Scalability and Adaptability of Proactive Edge Caching Through Q-Learning
IEEE AccessThe exponential growth of network traffic and data-intensive applications demands innovative solutions to manage data efficiently and ensure high-quality user experiences.
Shruti Lall +3 more
doaj +2 more sources
BERT4Cache: a bidirectional encoder representations for data prefetching in cache [PDF]
PeerJ Computer ScienceCache plays a crucial role in improving system response time, alleviating server pressure, and achieving load balancing in various aspects of modern information systems.
Jing Shang +4 more
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Optimal Proactive Caching for Multi-View Streaming Mobile Augmented Reality
Future Internet, 2022 Mobile Augmented Reality (MAR) applications demand significant communication, computing and caching resources to support an efficient amalgamation of augmented reality objects (AROs) with the physical world in multiple video view streams.
Zhaohui Huang, Vasilis Friderikos
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Proactive Edge Caching With Popularity Prediction and Content Replication
IEEE AccessThe increasing demand for low-latency content delivery in 5G networks highlights the need for intelligent edge caching solutions. This paper proposes a cooperative edge caching framework for small cell base stations (SBSs), leveraging overlapping cache ...
Ilhan Demirci, Omer Korcak
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Energy-Efficient Proactive Caching with Multipath Routing [PDF]
SSRN Electronic Journal, 2022 The ever-continuing explosive growth of on-demand content distribution has imposed great pressure on mobile/wireless network infrastructures. To ease congestion in the network and to increase perceived user experience, caching of popular content closer to the end-users can play a significant role and as such this issue has received significant ...
Yantong Wang, Vasilis Friderikos
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Integrated VLC/RF Wireless Technologies for Reliable Content Caching System in Vehicular Networks
IEEE Access, 2021 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.
Tawfik Ismail +2 more
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Proactive Edge Caching in Vehicular Networks: An Online Bandit Learning Approach
IEEE Access, 2022 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.
Qiao Wang, David Grace
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