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A survey on bitrate adaptation schemes for streaming media over HTTP
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 …
streaming (HAS). As a key distinction from other streaming approaches, the bitrate …
Neural adaptive video streaming with pensieve
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 …
of experience (QoE). Despite the abundance of recently proposed schemes, state-of-the-art …
A survey on network simulators, emulators, and testbeds used for research and education
Network operators and researchers constantly search for platforms to evaluate future
deployments and test new research ideas. When experimenting, they usually face …
deployments and test new research ideas. When experimenting, they usually face …
Learning in situ: a randomized experiment in video streaming
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 …
bitrate selection and network prediction. Over the last year, we have streamed 38.6 years of …
{PCC} vivace:{Online-Learning} congestion control
TCP's congestion control architecture suffers from notoriously bad performance.
Consequently, recent years have witnessed a surge of interest in both academia and …
Consequently, recent years have witnessed a surge of interest in both academia and …
Copa: Practical {Delay-Based} congestion control for the internet
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) …
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
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 …
fault tolerant (BFT) consensus protocols over wide area networks. A central feature of such …
Netllm: Adapting large language models for networking
Many networking tasks now employ deep learning (DL) to solve complex prediction and
optimization problems. However, current design philosophy of DL-based algorithms entails …
optimization problems. However, current design philosophy of DL-based algorithms entails …
Pantheon: the training ground for Internet congestion-control research
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 …
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
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) …
short videos. XLINK is designed to meet two operational challenges at the same time:(1) …