Intelligent content caching strategy in autonomous driving toward 6G

L Zhao, H Li, N Lin, M Lin, C Fan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The rapid development of 6G can help to bring autonomous driving closed to the reality.
Drivers and passengers will have more time for work and leisure spending in the vehicles …

Intelligent Caching for Vehicular Dew Computing in Poor Network Connectivity Environments

L Zhao, H Li, E Zhang, A Hawbani, M Lin… - ACM Transactions on …, 2024 - dl.acm.org
In vehicular networks, some edge servers may not function properly due to the time-varying
load condition and the uneven computing resource distribution, resulting in a low quality of …

An efficient algorithm for data transmission certainty in IIoT sensing network: A priority-based approach

KG Nalbant, S Almutairi, AH Alshehri, H Kemal… - PloS one, 2024 - journals.plos.org
This paper proposes a novel cache replacement technique based on the notion of
combining periodic popularity prediction with size caching. The popularity, size, and time …

Fresh caching of dynamic content over the wireless edge

B Abolhassani, J Tadrous, A Eryilmaz… - IEEE/ACM Transactions …, 2022 - ieeexplore.ieee.org
We introduce a framework and provably-efficient schemes for 'fresh'caching at the (front-
end) local cache of content that is subject to 'dynamic'updates at the (back-end) database …

An improved web cache replacement algorithm based on weighting and cost

T Ma, Y Hao, W Shen, Y Tian, M Al-Rodhaan - IEEE Access, 2018 - ieeexplore.ieee.org
Cache memory plays an important role in improving the performance of web servers,
especially for big data transmission, which response time is constrained. It is necessary to …

A caching strategy based on many-to-many matching game in D2D networks

K Yu, Z Ma, R Ni, T Zhang - Tsinghua Science and Technology, 2021 - ieeexplore.ieee.org
Wireless edge caching has been proposed to reduce data traffic congestion in backhaul
links, and it is being envisioned as one of the key components of next-generation wireless …

MUPF: Multiple unicast path forwarding in content-centric VANETs

L Rui, H Guo, H Huang, RC Shi, X Qiu - Ad Hoc Networks, 2018 - Elsevier
Vehicular ad-hoc networks (VANETs) with traditional TCP/IP architecture cannot manage
mobile nodes effectively. Inspired by information-centric networking (ICN), content-centric …

Optimal load-splitting and distributed-caching for dynamic content over the wireless edge

B Abolhassani, J Tadrous… - IEEE/ACM Transactions …, 2023 - ieeexplore.ieee.org
In this work, we consider the problem of 'fresh'caching at distributed (front-end) local caches
of content that is subject to 'dynamic'updates at the (back-end) database. We first provide …

Replacement based content popularity and cache gain for 6G content-centric network

Y Ji, X Zhang, W Liu, G Zhang - Physical Communication, 2021 - Elsevier
Abstract In Content-Centric network (CCN), the capacity of router nodes caches the contents
to satisfy the requests from subsequent consumers, and reduce the network overhead …

Web cache intelligent replacement strategy combined with GDSF and SVM network re-accessed probability prediction

W Chao - Journal of Ambient Intelligence and Humanized …, 2020 - Springer
Web caching is used to solve the problem of network access delays and network
congestion. The intelligent cache replacement strategy directly affects the cache hit rate …