Venus: Enhancing QoE of Crowdsourced Live Video Streaming by Exploiting Multiflow Viewer Assistance

H Zhang, C An, A Zhou, Y Zhu, W Sun, Y Lu… - Proceedings of the 30th …, 2024 - dl.acm.org
Despite the prevalence of Crowdsourced Live Video Streaming (CLVS), video viewers still
suffer from low QoE particularly under rush hours, as the existing Content Delivery Network …

Reviving Peer-to-Peer Networking for Scalable Crowdsourced Live Video Streaming

H Zhang, C An, A Zhou, C Li, X Liu, J Pei… - IEEE/ACM …, 2024 - ieeexplore.ieee.org
The rising crowdsourced live video streaming (CLVS) poses great challenges to Internet
transport scalability, where a broadcaster's live video is expected to reach thousands and …

Livesmart: A qos-guaranteed cost-minimum framework of viewer scheduling for crowdsourced live streaming

RX Zhang, M Ma, T Huang, H Pang, X Yao… - Proceedings of the 27th …, 2019 - dl.acm.org
Viewer scheduling among different CDN providers in crowdsourced live streaming (CLS)
service is especially challenging due to the large-scale dynamic viewers as well as the time …

Enhancing the crowdsourced live streaming: A deep reinforcement learning approach

RX Zhang, T Huang, M Ma, H Pang, X Yao… - Proceedings of the 29th …, 2019 - dl.acm.org
With the growing demand for crowdsourced live streaming (CLS), how to schedule the large-
scale dynamic viewers effectively among different Content Delivery Network (CDN) …

Aggcast: Practical cost-effective scheduling for large-scale cloud-edge crowdsourced live streaming

RX Zhang, C Yang, X Wang, T Huang, C Wu… - Proceedings of the 30th …, 2022 - dl.acm.org
Conventional wisdom claims that in order to improve viewer engagement, the cloud-edge
providers should serve the viewers with the nearest edge nodes, however, we show that …

Proffler: Towards collaborative and scalable edge-assisted crowdsourced livecast

W Zhang, Z Xu, F Wang, J Liu - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
In recent years, crowdsourced livecast has seen remarkable progress due to the interactivity
and real-time nature, playing an essential role in multimedia applications in the post …

Practical cloud-edge scheduling for large-scale crowdsourced live streaming

R Zhang, C Yang, X Wang, T Huang… - … on Parallel and …, 2023 - ieeexplore.ieee.org
Even though conventional wisdom claims that in order to improve viewer engagement, the
cloud-edge providers should serve the viewers with the nearest edge nodes, however, we …

A practical learning-based approach for viewer scheduling in the crowdsourced live streaming

RX Zhang, M Ma, T Huang, H Pang, X Yao… - ACM Transactions on …, 2020 - dl.acm.org
Scheduling viewers effectively among different Content Delivery Network (CDN) providers is
challenging owing to the extreme diversity in the crowdsourced live streaming (CLS) …

QoE-aware resource allocation for crowdsourced live streaming: A machine learning approach

F Haouari, E Baccour, A Erbad… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Driven by the tremendous technological advancement of personal devices and the
prevalence of wireless mobile network accesses, the world has witnessed an explosion in …

Coping with heterogeneous video contributors and viewers in crowdsourced live streaming: A cloud-based approach

Q He, J Liu, C Wang, B Li - IEEE Transactions on Multimedia, 2016 - ieeexplore.ieee.org
With the advances in personal computing devices and the prevalence of broadband network
and wireless mobile network accesses, end-users are no longer pure content consumers …