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Clustered Popularity Prediction for Content Caching

ICC 2019 - 2019 IEEE International Conference on Communications (ICC), 2019
Content caching should be updated according to the time-varying content popularity. However, with the consideration of the time-consuming cache replacement process, it is necessary to predict the content popularity and adjust the cached contents beforehand. In this paper, we propose a popularity prediction scheme for content caching.
Zhaoyang Zhang
exaly   +3 more sources

Content Caching Oriented Popularity Prediction: A Weighted Clustering Approach

IEEE Transactions on Wireless Communications, 2021
Content popularity prediction plays an important role on proactive content caching. Different to most of the existing works which focus on improving the popularity prediction accuracy, in this article, we consider the content caching oriented popularity prediction through a weighted clustering approach in order to improve the caching performance.
Meixia Tao, Fei Richard Yu
exaly   +3 more sources

NPP: A neural popularity prediction model for social media content

Neurocomputing, 2019
Abstract Online interactive behaviors between Web users often make some social media contents go viral. The popularity of social media contents can help us understand public interest and attention behind user interactions, thus popularity prediction of online contents has become a key task in social media analytics and can facilitate many ...
Qingchao Kong, Guandan Chen, Nan Xu
exaly   +2 more sources

Analyzing and Predicting the Popularity of Online Contents

Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019
With the rapid growth of Internet technology and infrastructure, we have entered the era of data explosion. Following this is the emergence of social networks, which have brought an enormous and ever-growing amount of online content into our digital world.
Minh-Tri Nguyen   +3 more
openaire   +2 more sources

Characterizing and Predicting Viral-and-Popular Video Content

Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, 2015
The proliferation of online video content has triggered numerous works on its evolution and popularity, as well as on the effect of social sharing on content propagation. In this paper, we focus on the observable dependencies between the virality of video content on a micro-blogging social network (in this case, Twitter) and the popularity of such ...
David Vallet   +4 more
openaire   +1 more source

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