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To assess the performance of caching systems, the definition of a proper process describing the content requests generated by users is required. Starting from the analysis of traces of YouTube video requests collected inside operational…

网络与互联网体系结构 · 计算机科学 2015-01-15 Stefano Traverso , Mohamed Ahmed , Michele Garetto , Paolo Giaccone , Emilio Leonardi , Saverio Niccolini

In this paper, we investigate resource allocation problem in the context of multiple virtual reality (VR) video flows sharing a certain link, considering specific deadline of each video frame and the impact of different frames on video…

网络与互联网体系结构 · 计算机科学 2023-09-01 Qingxuan Feng , Peng Yang , Zhixuan Huang , Jiayin Chen , Ning Zhang

It has been recently established that joint design of content delivery and storage (coded caching) can significantly improve performance over conventional caching. This has also been extended to the case when content has non-uniform…

信息论 · 计算机科学 2016-11-17 Jad Hachem , Nikhil Karamchandani , Suhas Diggavi

Cloud computing enables the dynamic provisioning of server resources. To exploit this opportunity, a policy is needed for dynamically allocating (and deallocating) servers in response to the current load conditions. In this paper we…

分布式、并行与集群计算 · 计算机科学 2026-03-24 Niklas Carlsson , Derek Eager

Consumers of short videos on Internet can have a bad Quality of Experience QoE due to the long distance between the consumers and the servers that hosting the videos. We propose an optimization of the file allocation in telecommunication…

网络与互联网体系结构 · 计算机科学 2015-02-05 Emad Abd-Elrahman , Tarek Rekik , Hossam Afifi

The rate performance of wireless coded caching schemes is typically limited by the lowest achievable per-user rate in the given multicast group, during each transmission time slot. In this paper, we provide a new coded caching scheme,…

信息论 · 计算机科学 2020-03-05 MohammadJavad Salehi , Antti Tölli , Seyed Pooya Shariatpanahi

Real-time visual analysis tasks, like tracking and recognition, require swift execution of computationally intensive algorithms. Visual sensor networks can be enabled to perform such tasks by augmenting the sensor network with processing…

计算机视觉与模式识别 · 计算机科学 2017-05-24 Emil Eriksson , György Dán , Viktoria Fodor

Content distribution networks have been extremely successful in today's Internet. Despite their success, there are still a number of scalability and performance challenges that motivate clean slate solutions for content dissemination, such…

网络与互联网体系结构 · 计算机科学 2019-03-07 Guilherme Domingues , Edmundo de Souza e Silva , Rosa M. M. Leão , Daniel S. Menasché , Don Towsley

Short video applications have attracted billions of users on the Internet and can satisfy diverse users' fragmented spare time with content-rich and duration-short videos. To achieve fast playback at user side, existing short video systems…

多媒体 · 计算机科学 2024-01-17 Zhipeng Gao , Chunxi Li , Yongxiang Zhao , Baoxian Zhang

Caching at the wireless edge nodes is a promising way to boost the spatial and spectral efficiency, for the sake of alleviating networks from content-related traffic. Coded caching originally introduced by Maddah-Ali and Niesen…

信息论 · 计算机科学 2022-03-18 Kai Wan , Minquan Cheng , Mari Kobayashi , Giuseppe Caire

Various performance characteristics of distributed file systems have been well studied. However, the performance efficiency of distributed file systems on small-file problems with complex machine learning algorithms scenarios is not well…

分布式、并行与集群计算 · 计算机科学 2024-01-01 Thanh Duong , Quoc Luu , Hung Nguyen

We consider the problem of video caching across a set of 5G small-cell base stations (SBS) connected to each other over a high-capacity short-delay back-haul link, and linked to a remote server over a long-delay connection. Even though the…

网络与互联网体系结构 · 计算机科学 2021-09-02 Shadab Mahboob , Koushik Kar , Jacob Chakareski

Multimedia traffic is predicted to account for 82% of the total data traffic by the year 2020. With the increasing popularity of video streaming applications like YouTube, Netflix, Amazon Prime Video, popular video content is often required…

网络与互联网体系结构 · 计算机科学 2018-07-31 Sadaf ul Zuhra , Prasanna Chaporkar , Abhay Karandikar

This paper considers heterogeneous coded caching where the users have unequal distortion requirements. The server is connected to the users via an error-free multicast link and designs the users' cache sizes subject to a total memory…

信息论 · 计算机科学 2018-02-28 Abdelrahman M. Ibrahim , Ahmed A. Zewail , Aylin Yener

Due to explosive growth of online video content in mobile wireless networks, in-network caching is becoming increasingly important to improve the end-user experience and reduce the Internet access cost for mobile network operators. However,…

网络与互联网体系结构 · 计算机科学 2014-04-07 Jun He , Honghai Zhang , Baohua Zhao , Sampath Rangarajan

Pushing popular content to cheap "helper" nodes (e.g., small cells) during off-peak hours has recently been proposed to cope with the increase in mobile data traffic. User requests can be served locally from these helper nodes, if the…

网络与互联网体系结构 · 计算机科学 2017-02-17 Pavlos Sermpezis , Thrasyvoulos Spyropoulos , Luigi Vigneri , Theodoros Giannakas

We investigate the problem of coded caching for nonuniform demands when the structured clique cover algorithm proposed by Maddah-Ali and Niesen for decentralized caching is used for delivery. We apply this algorithm to all user demands…

信息论 · 计算机科学 2018-04-04 Seyed Ali Saberali , Lutz Lampe , Ian Blake

Frequently accessed video streams are pre-transcoded into several formats to satisfy the characteristics of all display devices. Storing several video stream formats imposes a high cost on video stream providers using the old classical way.…

多媒体 · 计算机科学 2021-04-26 Mahmoud Darwich , Yasser Ismail , Talal Darwich , Magdy Bayoumi

Internet video delivery has undergone a tremendous explosion of growth over the past few years. However, the quality of video delivery system greatly depends on the Internet bandwidth. Deep Neural Networks (DNNs) are utilized to improve the…

图像与视频处理 · 电气工程与系统科学 2021-09-20 Jiaming Liu , Ming Lu , Kaixin Chen , Xiaoqi Li , Shizun Wang , Zhaoqing Wang , Enhua Wu , Yurong Chen , Chuang Zhang , Ming Wu

In a content delivery network (CDN), resources are strained during peak-time and underutilised in off-peak times when supplying digital content to users. Caching can help balance this. At the off-peak time some content is delivered to…

密码学与安全 · 计算机科学 2026-03-13 S. -L. Ng , M. B. Paterson , E. A. Quaglia