Proactive edge caching
Webb31 aug. 2024 · The existing content caching schemes, when used in vehicular networks, face two distinct challenges: 1) Vehicles connected to an edge server keep moving, … Webb23 dec. 2024 · By bringing content close to end-users, proactive caching plays a vital role in improving the user experience in wireless networks. Caching content at the network …
Proactive edge caching
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Webb16 jan. 2024 · In this paper, we propose a deep regression-based video popularity estimation for proactive video caching in MEC networks. In each time slot, an edge device, i.e., base station (BS) generates local estimates on content popularity, which are then shared by the neighboring edge devices. Webb30 jan. 2024 · In this paper, we propose a mobility-aware proactive edge caching scheme (MSTPS), where the spatial and temporal prediction of vehicles are taken into account for content deployment and scheduling. Specifically, we optimize the caching decision based on predicting the vehicle’s driving trajectory and travel preference.
WebbDesigned solutions for optimizing computing, communication, and storage resource usage in mobile networks with edge computing and wireless virtual reality (VR) applications. … WebbFrom our survey, we realized that edge caching reduces delay and subsequently the backhaul traffic of the network, most caching is done at the Small Basestations (SBSs) and the current trend...
Webb[9] Bastug E, Bennis M, Debbah M. Living on the edge: The role of proactive caching in 5G wireless networks [J]. IEEE Communications Magazine, 2014, 52(8): 82-89. [10] Gu J, … http://eprints.nottingham.ac.uk/64085/1/A%20proactive%20mobile%20edge%20cache%20policy%20based%20on%20the%20prediction%20by%20partial%20matching.pdf
WebbCode for the edge cache algorithm. Contribute to DarriusL/CacheLab development by creating an account on GitHub. ... Li Y, Wang R, et al. PSAC: Proactive sequence-aware …
WebbThis paper proposes a distributed Hybrid cMAB Proactive Caching System where RSUs act as independent learners that implement two parallel online reinforcement learning-based mobility prediction algorithms between which they can adaptively finalize their predictions for the next RSU. Proactive edge caching has been regarded as an effective approach to … labmaster bargWebb27 jan. 2024 · Kinsta's Edge Caching can reduce your site's load time by 49% 🚀. Edge Caching saves your website’s pages across Cloudflare’s global network of 275+ PoPs. … lab materialenWebb9 dec. 2024 · Proactive caching is set on a per partition and per dimension basis. Proactive caching options can provide a balance between the enhanced performance of MOLAP … labmaster santa barbaraWebbNetwork Internet Archit. Proactive Communication Caching At [14] Vehicular ICN Yes V2I only RSU only [18] C-RAN - Yes User to RRH RRH [19] VANET TCP/IP Yes V2I only RSU … labmaster awWebb1 A proactive mobile edge cache policy based on the prediction by partial matching Lincan Li1, Chiew Foong Kwong1*, Qianyu Liu2 1Department of Electrical and Electronic … labmaster standardWebb31 aug. 2024 · The existing content caching schemes, when used in vehicular networks, face two distinct challenges: 1) Vehicles connected to an edge server keep moving, making the content popularity varying and hard to predict. 2) Cached content is easily … labmasters bargWebbGiven the rapid increase of various applications in vehicular networks, it is crucial to consider a exible architecture to improve the Quality-of-Service (QoS). Utilizing Multi-access Edge Computing (MEC) as a distributed paradigm with computation capabilities closer to the vehicles can be a promising solution to reduce response time in such a network. lab matematika