A survey on bitrate adaptation schemes for streaming media over HTTP

A Bentaleb, B Taani, AC Begen… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
In this survey, we present state-of-the-art bitrate adaptation algorithms for HTTP adaptive
streaming (HAS). As a key distinction from other streaming approaches, the bitrate …

Neural adaptive video streaming with pensieve

H Mao, R Netravali, M Alizadeh - Proceedings of the conference of the …, 2017 - dl.acm.org
Client-side video players employ adaptive bitrate (ABR) algorithms to optimize user quality
of experience (QoE). Despite the abundance of recently proposed schemes, state-of-the-art …

Learning in situ: a randomized experiment in video streaming

FY Yan, H Ayers, C Zhu, S Fouladi, J Hong… - … USENIX Symposium on …, 2020 - usenix.org
We describe the results of a randomized controlled trial of video-streaming algorithms for
bitrate selection and network prediction. Over the last year, we have streamed 38.6 years of …

{PCC} vivace:{Online-Learning} congestion control

M Dong, T Meng, D Zarchy, E Arslan, Y Gilad… - … USENIX symposium on …, 2018 - usenix.org
TCP's congestion control architecture suffers from notoriously bad performance.
Consequently, recent years have witnessed a surge of interest in both academia and …

Copa: Practical {Delay-Based} congestion control for the internet

V Arun, H Balakrishnan - … Systems Design and Implementation (NSDI 18 …, 2018 - usenix.org
This paper introduces Copa, an end-to-end congestion control algorithm that uses three
ideas. First, it shows that a target rate equal to 1=(δd q), where dq is the (measured) …

{DispersedLedger}:{High-Throughput} byzantine consensus on variable bandwidth networks

L Yang, SJ Park, M Alizadeh, S Kannan… - 19th USENIX Symposium …, 2022 - usenix.org
The success of blockchains has sparked interest in large-scale deployments of Byzantine
fault tolerant (BFT) consensus protocols over wide area networks. A central feature of such …

Netllm: Adapting large language models for networking

D Wu, X Wang, Y Qiao, Z Wang, J Jiang, S Cui… - Proceedings of the …, 2024 - dl.acm.org
Many networking tasks now employ deep learning (DL) to solve complex prediction and
optimization problems. However, current design philosophy of DL-based algorithms entails …

Pantheon: the training ground for Internet congestion-control research

FY Yan, J Ma, GD Hill, D Raghavan… - 2018 USENIX Annual …, 2018 - usenix.org
Internet transport algorithms are foundational to the performance of network applications.
But a number of practical challenges make it difficult to evaluate new ideas and algorithms in …

Xlink: Qoe-driven multi-path quic transport in large-scale video services

Z Zheng, Y Ma, Y Liu, F Yang, Z Li, Y Zhang… - Proceedings of the …, 2021 - dl.acm.org
We report XLINK, a multi-path QUIC video transport solution with experiments in Taobao
short videos. XLINK is designed to meet two operational challenges at the same time:(1) …