The state of art and review on video streaming

AA Laghari, S Shahid, R Yadav… - Journal of High …, 2023 - content.iospress.com
Nowadays, video streaming is very popular around the world, users use video streaming to
watch online movies, education, and do office work. Video streaming is referred to as the …

A systematic literature review on video transcoding acceleration: challenges, solutions, and trends

A Borges, B Zatt, M Porto, G Correa - Multimedia Tools and Applications, 2024 - Springer
Audiovisual productions currently dominate internet content, accounting for approximately
82% of online traffic in 2022. With the popularization of adaptive video streaming over the …

Adaptive bitrate streaming in wireless networks with transcoding at network edge using deep reinforcement learning

Y Guo, FR Yu, J An, K Yang, C Yu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Adaptive bitrate (ABR) streaming has been used in wireless networks to deal with the time-
varying wireless channels. Traditionally, wireless video is fetched from remote Internet …

A Survey on Energy Consumption and Environmental Impact of Video Streaming

S Afzal, N Mehran, ZA Ourimi, F Tashtarian… - arXiv preprint arXiv …, 2024 - arxiv.org
Climate change challenges require a notable decrease in worldwide greenhouse gas
(GHG) emissions across technology sectors. Digital technologies, especially video …

Energy-Efficient Multi-Codec Bitrate-Ladder Estimation for Adaptive Video Streaming

VV Menon, R Farahani, PT Rajendran… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
With the emergence of multiple modern video codecs, streaming service providers are
forced to encode, store, and transmit bitrate ladders of multiple codecs separately …

Content-adaptive variable framerate encoding scheme for green live streaming

VV Menon, S Afzal, PT Rajendran… - arXiv preprint arXiv …, 2023 - arxiv.org
Adaptive live video streaming applications use a fixed predefined configuration for the
bitrate ladder with constant framerate and encoding presets in a session. However, selecting …

[PDF][PDF] FSpot: Fast and Efficient Video Encoding Workloads Over Amazon Spot Instances.

A Zabrovskiy, P Agrawal, V Kashansky… - … , Materials & Continua, 2022 - researchgate.net
HTTP Adaptive Streaming (HAS) of video content is becoming an undivided part of the
Internet and accounts for most of today's network traffic. Video compression technology …

ComplexCTTP: complexity class based transcoding time prediction for video sequences using artificial neural network

A Zabrovskiy, P Agrawal, R Matha… - 2020 IEEE Sixth …, 2020 - ieeexplore.ieee.org
HTTP Adaptive Streaming of video content is becoming an integral part of the Internet and
accounts for the majority of today's traffic. Although Internet bandwidth is constantly …

Where to encode: A performance analysis of x86 and arm-based amazon ec2 instances

R Mathá, D Kimovski, A Zabrovskiy… - 2021 IEEE 17th …, 2021 - ieeexplore.ieee.org
Video streaming became an undivided part of the Internet. To efficiently utilise the limited
network bandwidth it is essential to encode the video content. However, encoding is a …

Green video streaming: Challenges and opportunities

S Afzal, R Prodan, C Timmerer - ACM SIGMultimedia Records, 2024 - dl.acm.org
Regarding the Intergovernmental Panel on Climate Change (IPCC) report in 2021 and
Sustainable Development Goal (SDG) 13" climate action", urgent action is needed against …