Results 161 to 170 of about 330,823 (217)

Diversity-Driven Proactive Caching for Mobile Networks

IEEE Transactions on Mobile Computing
Content caching in mobile networks is a highly promising technology for reducing traffic load latency and energy consumption levels. Its fundamental goal is to satisfy the supply-and-demand relationships between content providers and content-requesting ...
Yin Zhang, Ranran Wang, Yiran Wang, Min Chen, Mohsen Guizani   +4 more
semanticscholar   +2 more sources

Predictive Proactive Caching in VANETs for Social Networking

IEEE Transactions on Vehicular Technology, 2022
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 the quality of service.
Sara A. Elsayed, Sherin Abdelhamid, H. Hassanein   +2 more
semanticscholar   +2 more sources

User-Preference-based Proactive Caching in Edge Networks

2021 International Conference on Information Networking (ICOIN), 2021
Recently, with the rapid growth of data traffic, caching in the edge networks is considered a promising approach which provides low latency and improves user’s quality of service (QoS). However, user preference diversity can be a challenge for developing
The-Vi Nguyen, Van-Dat Tuong, Anh-Tien Tran, Thanh Phung Truong, D. Lakew, Chunghyun Lee, Yunseong Lee, Sungrae Cho   +7 more
semanticscholar   +2 more sources

Proactive Edge Caching with LSTM-based Popularity Prediction

2024 7th International Balkan Conference on Communications and Networking (BalkanCom)
In 5G and future mobile networks, employing data caching in the edge network devices shows promise for enhancing network efficiency, saving energy, and improving user experience.
Ilhan Demirci, Ömer Korçak
semanticscholar   +2 more sources

A Proactive Cache Privacy Attack on NDN

NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium, 2020
Named Data Networking (NDN) is a relatively new architecture, adhering to the Information-Centric Networking (ICN) paradigm, which focuses on explicitly named, routable and addressable content. While addressing and overcoming some of the current Internet issues, ICN is also affected by its own ones.
Alberto Compagno, Mauro Conti, Eleonora Losiouk, Gene Tsudik, Sebastiano Valle   +4 more
openaire   +2 more sources

Feedback Delay-Tolerant Proactive Caching Scheme Based on Federated Learning at the Wireless Edge

IEEE Networking Letters, 2023
Edge caching has emerged as a promising approach to meet explosive mobile data on 6G networks. One critical issue in edge caching is file popularity prediction.
Na Lin, Yamei Wang, Enchao Zhang, K. Yu, Liang Zhao, M. Guizani   +5 more
semanticscholar   +1 more source

A Novel of Proactive Caching Policy for Privacy-Preserving Using Federated Learning and Lottery Hypothesis in Edge Computing

International Conference on Computer Supported Cooperative Work in Design, 2023
Proactive caching is proving to be an increasingly efficient way to handle massive amounts of data as mobile edge computing becomes more widespread. Utilizing the edge nodes' closer proximity to end users, caching content beforehand at the edge nodes can
Xiaotong Wu, Wenan Tan
semanticscholar   +1 more source

An Efficient Content Popularity Classification using An Artificial Neural Network with Proactive Caching in Named Data Networking

2023 IEEE Asia Pacific Conference on Wireless and Mobile (APWiMob), 2023
Named Data Networking (NDN) is a new net-working paradigm aiming to overcome the constraints of IP-based networks. Each node or router in NDN can store data, eliminating the need for users to request it from the server. One of the essential components of
Naufal Hanan Lutfianto, S. Rizal, Ridha Muldina Negara   +2 more
semanticscholar   +1 more source

Design and Analysis of MEC- and Proactive Caching-Based $360^{\circ }$ Mobile VR Video Streaming

IEEE transactions on multimedia, 2021
Recently, 360-degree mobile virtual reality video (MVRV) has become increasingly popular because it can provide users with an immersive experience. However, MVRV is usually recorded in a high resolution and is sensitive to latency, which indicates that ...
Qi Cheng, Hangguan Shan, W. Zhuang, Lu Yu, Zhaoyang Zhang, Tony Q. S. Quek   +5 more
semanticscholar   +1 more source

Proactive retention aware caching

IEEE INFOCOM 2017 - IEEE Conference on Computer Communications, 2017
We consider the problem of proactive (i.e. predictive) content caching that is aware of the costs of retention of the content in the cache. Prior work on caching (whether proactive or reactive) does not explicitly take into account the storage cost due to the duration of time for which a content is cached.
Samta Shukla, Alhussein A. Abouzeid
openaire   +1 more source