Results 241 to 250 of about 7,650,707 (279)

Multimedia Content Popularity: Learning and Recommending a Prediction Method

open access: yes2018 IEEE Global Communications Conference (GLOBECOM), 2018
In 5G networks, Mobile Edge Computing (MEC) has been proposed to enable computation and storage capabilities at the edge of Radio Access Networks. Proactive content caching in MEC is crucial to guarantee users' Quality of Experience thanks to the reduction of traffic latency.
Nhan Nguyen-Thanh   +4 more
openaire   +2 more sources

Federated Learning-Based Content Popularity Prediction in Fog Radio Access Networks

open access: yesIEEE Transactions on Wireless Communications, 2022
In this paper, the content popularity prediction problem in fog radio access networks (F-RANs) is investigated. In order to obtain accurate prediction with low complexity, we propose a novel context-aware popularity prediction policy based on federated ...
Yanxiang Jiang, Xiaohu You, Mehdi Bennis
exaly   +1 more source

Content Popularity Prediction Based on Quantized Federated Bayesian Learning in Fog Radio Access Networks

open access: yesIEEE Transactions on Communications, 2023
In this paper, we investigate the content popularity prediction problem in cache-enabled fog radio access networks (F-RANs). In order to predict the content popularity with high accuracy and low complexity, we propose a Gaussian process based regressor ...
Yanxiang Jiang   +2 more
exaly   +2 more sources

The Utility Problem of Web Content Popularity Prediction

Proceedings of the 29th on Hypertext and Social Media, 2018
The ability to generate and share content on social media platforms has changed the Internet. With the growing rate of content generation, efforts have been directed at making sense of such data. One of the most researched problem concerns predicting web content popularity.
Nuno Moniz, Luís Torgo
openaire   +1 more source

Popularity prediction based on interactions of online contents

2016 4th International Conference on Cloud Computing and Intelligence Systems (CCIS), 2016
The interactive behavior of Web users often makes some online contents more popular than others. Thus the popularity of online contents can help us understand public interest and attention behind user interactions. Modeling and predicting the popularity of online contents is an important research topic and can facilitate many practical applications in ...
Qingchao Kong, Wenji Mao, Chunyang Liu
openaire   +2 more sources

Content Popularity Prediction Methods - A Survey

2018 3rd International Conference on Communication and Electronics Systems (ICCES), 2018
Prediction or the forecasting is the way of describing the future event in an efficient manner. Prediction can be used in actuarial science, marketing, child protection, financial services, travel, insurance, telecommunications, retail, mobility, healthcare, pharmaceuticals, capacity planning and other fields.
Gnana Amala Nancy J, Dr. Kumar K
openaire   +1 more source

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