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Transmission of video traffic over the Internet has grown exponentially in the past few years with no sign of waning. This increasing demand for video services has changed user expectation of quality. Various mechanisms have been proposed…

网络与互联网体系结构 · 计算机科学 2020-08-24 Qahhar Muhammad Qadir , Alexander A. Kist , Zhongwei Zhang

Recent literature including our past work provide analysis and solutions for using (i) erasure coding, (ii) parallelism, or (iii) variable slicing/chunking (i.e., dividing an object of a specific size into a variable number of smaller…

网络与互联网体系结构 · 计算机科学 2014-03-21 Guanfeng Liang , Ulas C. Kozat

The explosive demand of on-line video from smart mobile devices poses unprecedented challenges to delivering high quality of experience (QoE) over wireless networks. Streaming high-definition video with low delay is difficult mainly due to…

多媒体 · 计算机科学 2016-05-12 Kairan Sun , Huazi Zhang , Dapeng Wu

Maximizing quality of experience (QoE) for interactive video streaming has been a long-standing challenge, as its delay-sensitive nature makes it more vulnerable to bandwidth fluctuations. While reinforcement learning (RL) has demonstrated…

多媒体 · 计算机科学 2023-01-16 Xuedou Xiao , Mingxuan Yan , Yingying Zuo , Boxi Liu , Paul Ruan , Yang Cao , Wei Wang

Today, the technology for video streaming over the Internet is converging towards a paradigm named HTTP-based adaptive streaming (HAS). HAS comes with two unique flavors. First, by riding on top of HTTP/TCP, it leverages the…

网络与互联网体系结构 · 计算机科学 2016-11-17 Zhi Li , Xiaoqing Zhu , Josh Gahm , Rong Pan , Hao Hu , Ali C. Begen , Dave Oran

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

The state of the art in video understanding suffers from two problems: (1) The major part of reasoning is performed locally in the video, therefore, it misses important relationships within actions that span several seconds. (2) While there…

计算机视觉与模式识别 · 计算机科学 2018-05-08 Mohammadreza Zolfaghari , Kamaljeet Singh , Thomas Brox

HTTP Adaptive Streaming (HAS) techniques are now the dominant solution for video delivery in mobile networks. Over the past few years, several HAS algorithms have been introduced in order to improve user quality-of-experience (QoE) by…

多媒体 · 计算机科学 2017-05-05 Theodoros Karagkioules , Dimitrios Tsilimantos , Cyril Concolato , Stefan Valentin

The multimedia content and streaming are a major means of information exchange in the modern era and there is an increasing demand for such services. This coupled with the advancement of future wireless networks B5G/6G and the proliferation…

多媒体 · 计算机科学 2024-11-26 Monalisa Ghosh , Chetna Singhal

In today's Internet, HTTP Adaptive Streaming (HAS) is the mainstream standard for video streaming, which switches the bitrate of the video content based on an Adaptive BitRate (ABR) algorithm. An effective Quality of Experience (QoE)…

图像与视频处理 · 电气工程与系统科学 2023-03-20 Chunyi Li , May Lim , Abdelhak Bentaleb , Roger Zimmermann

Video streaming currently accounts for the majority of Internet traffic. One factor that enables video streaming is HTTP Adaptive Streaming (HAS), that allows the users to stream video using a bit rate that closely matches the available…

网络与互联网体系结构 · 计算机科学 2020-02-14 Dimitrios J. Vergados , Angelos Michalas , Katina Kralevska , Dimitrios D. Vergados

The live streaming is more challenging than on-demand streaming, because the low latency is also a strong requirement in addition to the trade-off between video quality and jitters in playback. To balance several inherently conflicting…

多媒体 · 计算机科学 2019-10-15 Huan Peng , Yuan Zhang , Yongbei Yang , Jinyao Yan

Adaptive bitrate streaming (ABR) over the HyperText Transfer Protocol (HTTP), which raises numerous delicate questions, is nowadays almost the only approach to video streaming. This paper presents elementary solutions to three key issues:…

系统与控制 · 电气工程与系统科学 2026-03-24 Michel Fliess , Cédric Join

This paper proposes Shoggoth, an efficient edge-cloud collaborative architecture, for boosting inference performance on real-time video of changing scenes. Shoggoth uses online knowledge distillation to improve the accuracy of models…

计算机视觉与模式识别 · 计算机科学 2023-06-28 Liang Wang , Kai Lu , Nan Zhang , Xiaoyang Qu , Jianzong Wang , Jiguang Wan , Guokuan Li , Jing Xiao

Measuring Quality of Experience (QoE) and integrating these measurements into video streaming algorithms is a multi-faceted problem that fundamentally requires the design of comprehensive subjective QoE databases and metrics. To achieve…

图像与视频处理 · 电气工程与系统科学 2018-08-14 Christos G. Bampis , Zhi Li , Ioannis Katsavounidis , Te-Yuan Huang , Chaitanya Ekanadham , Alan C. Bovik

Accessing high-quality video content can be challenging due to insufficient and unstable network bandwidth. Recent advances in neural enhancement have shown promising results in improving the quality of degraded videos through deep…

系统与控制 · 电气工程与系统科学 2024-04-11 Lingdong Wang , Simran Singh , Jacob Chakareski , Mohammad Hajiesmaili , Ramesh K. Sitaraman

HTTP Adaptive Streaming (HAS) is becoming the de-facto video delivery technology over best-effort networks nowadays, thanks to the myriad advantages it brings. However, many studies have shown that HAS suffers from many Quality of…

网络与互联网体系结构 · 计算机科学 2022-01-04 H. Hellaoui , A. Chelli , M. Bagaa , T. Taleb

Multi-access edge computing (MEC) enables placing video content at the edge of the network aiming to improve the quality of experience (QoE) of the mobile clients. Video content caching at edge servers also reduces traffic in the backhaul…

网络与互联网体系结构 · 计算机科学 2018-05-24 Abbas Mehrabi , Matti Siekkinen , Antti Ylä-Jääski

Lossy compression and rate-adaptive streaming are a mainstay in traditional video steams. However, a new class of neuromorphic ``event'' sensors records video with asynchronous pixel samples rather than image frames. These sensors are…

图像与视频处理 · 电气工程与系统科学 2025-08-22 Andrew C. Freeman

The demand for efficient multi-rate encoding techniques has surged with the increasing prevalence of ultra-high-definition (UHD) video content, particularly in adaptive streaming scenarios where a single video must be encoded at multiple…

多媒体 · 计算机科学 2025-10-17 Vignesh V Menon , Adam Wieckowski , Yiquin Liu , Benjamin Bross , Detlev Marpe