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相关论文: QoE Evaluation for Adaptive Video Streaming: Enhan…

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The optimization of quality of experience (QoE) in multi-user virtual reality (VR) interactions demands a delicate balance between ultra-low latency, high-fidelity motion synchronization, and equitable resource allocation. While adaptive…

机器学习 · 计算机科学 2025-06-26 Ziru Zhang , Jiadong Yu , Danny H. K. Tsang

The network Quality of Service (QoS) metrics such as the access time, the bandwidth, and the packet loss play an important role in determining the Quality of Experience (QoE) of mobile applications. Various factors like the Radio Resource…

网络与互联网体系结构 · 计算机科学 2021-04-23 Manoj R. Rege , Vlado Handziski , Adam Wolisz

Caching and rate allocation are two promising approaches to support video streaming over wireless network. However, existing rate allocation designs do not fully exploit the advantages of the two approaches. This paper investigates the…

网络与互联网体系结构 · 计算机科学 2018-04-02 Zhengming Zhang , Yaru Zheng , Meng Hua , Yongming Huang , Luxi Yang

Adaptive Bit Rate (ABR) decision plays a crucial role for ensuring satisfactory Quality of Experience (QoE) in video streaming applications, in which past network statistics are mainly leveraged for future network bandwidth prediction.…

多媒体 · 计算机科学 2021-05-06 Jiaoyang Yin , Yiling Xu , Hao Chen , Yunfei Zhang , Steve Appleby , Zhan Ma

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

Vehicle-to-everything (V2X) communication is a key enabler that connects vehicles to neighboring vehicles, infrastructure and pedestrians. In the past few years, multimedia services have seen an enormous growth and it is expected to…

网络与互联网体系结构 · 计算机科学 2020-02-18 Hamza Khan , Sumudu Samarakoon , Mehdi Bennis

Unraveling quality of experience (QoE) of video streaming is very challenging in bandwidth shared wireless networks. It is unclear how QoE metrics such as starvation probability and buffering time interact with dynamics of streaming traffic…

网络与互联网体系结构 · 计算机科学 2016-04-07 Yuedong Xu , Zhujun Xiao , Hui Feng , Tao Yang , Bo Hu , Yipeng Zhou

We study a multi-task decision-making problem for 360 video processing in a wireless multi-user virtual reality (VR) system that includes an edge computing unit (ECU) to deliver 360 videos to VR users and offer computing assistance for…

网络与互联网体系结构 · 计算机科学 2024-07-08 Babak Badnava , Jacob Chakareski , Morteza Hashemi

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

Demand for streaming services, including satellite, continues to exhibit unprecedented growth. Internet Service Providers find themselves at the crossroads of technological advancements and rising customer expectations. To stay relevant and…

计算机视觉与模式识别 · 计算机科学 2024-10-21 Bowen Chen , Zaixi Shang , Jae Won Chung , David Lerner , Werner Robitza , Rakesh Rao Ramachandra Rao , Alexander Raake , Alan C. Bovik

The Quality of Experience (QoE) is the users satisfaction while streaming a video session over an over-the-top (OTT) platform like YouTube. QoE of YouTube reflects the smooth streaming session without any buffering and quality shift events.…

多媒体 · 计算机科学 2025-08-26 Raza Ul Mustafa , Sesha Dassanayake , Noman Ashraf

In today's Internet, video is the most dominant application and in addition to this, wireless networks such as WiFi, Cellular, and Bluetooth have become ubiquitous. Hence, most of the Internet traffic is video over wireless nodes. There is…

网络与互联网体系结构 · 计算机科学 2020-08-04 Kamran Nishat , Omprakash Gnawali , Ahmed Abdelhadi

The fundamental conflict between the enormous space of adaptive streaming videos and the limited capacity for subjective experiment casts significant challenges to objective Quality-of-Experience (QoE) prediction. Existing objective QoE…

多媒体 · 计算机科学 2019-11-20 Zhengfang Duanmu , Wentao Liu , Diqi Chen , Zhuoran Li , Zhou Wang , Yizhou Wang , Wen Gao

Adaptive bitrate streaming enables video users to adapt their playing bitrates to the real-time network conditions, hence achieving the desirable quality-of-experience (QoE). In a multi-user wireless scenario, however, existing single-user…

网络与互联网体系结构 · 计算机科学 2025-08-11 Lin Gao , Ming Tang , Haitian Pang , Jianwei Huang , Lifeng Sun

In this article, we present a digital agent (DA)-assisted network management framework for future sixth generation (6G) networks considering user quality of experience (QoE). A novel QoE metric is defined by incorporating the impact of user…

网络与互联网体系结构 · 计算机科学 2025-02-25 Xuemin Shen , Xinyu Huang , Jianzhe Xue , Conghao Zhou , Xiufang Shi , Weihua Zhuang

Bitrate adaptation (also known as ABR) is a crucial technique to improve the quality of experience (QoE) for video streaming applications. However, existing ABR algorithms suffer from severe traffic wastage, which refers to the traffic cost…

网络与互联网体系结构 · 计算机科学 2024-12-11 Hairong Su , Shibo Wang , Shusen Yang , Tianchi Huang , Xuebin Ren

Future advances in deep learning and its impact on the development of artificial intelligence (AI) in all fields depends heavily on data size and computational power. Sacrificing massive computing resources in exchange for better precision…

机器学习 · 计算机科学 2020-07-22 Rui Wang , Min Chen , Nadra Guizani , Yong Li , Hamid Gharavi , Kai Hwang

The Internet is integral to modern life, influencing communication, business, and lifestyles globally. As dependence on Internet services grows, the demand for high-quality service delivery increases. Service providers must maintain high…

网络与互联网体系结构 · 计算机科学 2025-03-11 Parsa Hassani Shariat Panahi , Amir Hossein Jalilvand , Abolfazl Diyanat

The rapid adoption of QUIC as a transport protocol has transformed content delivery by reducing latency, enhancing congestion control (CC), and enabling more efficient multiplexing. With the advent of 5G networks, which support ultra-low…

网络与互联网体系结构 · 计算机科学 2026-02-11 Jashanjot Singh Sidhu , Jorge Ignacio Sandoval , Abdelhak Bentaleb , Sandra Cespedes

This paper presents a Brownian-approximation framework to optimize the quality of experience (QoE) for real-time video streaming in wireless networks. In real-time video streaming, one major challenge is to tackle the natural tension…

网络与互联网体系结构 · 计算机科学 2020-10-26 Ping-Chun Hsieh , Xi Liu , I-Hong Hou