GreenABR: Energy-aware adaptive bitrate streaming with deep reinforcement learning

BO Turkkan, T Dai, A Raman, T Kosar, C Chen… - Proceedings of the 13th …, 2022 - dl.acm.org
Adaptive bitrate (ABR) algorithms aim to make optimal bitrate decisions in dynamically
changing network conditions to ensure a high quality of experience (QoE) for the users …

Intense: In-depth studies on stall events and quality switches and their impact on the quality of experience in http adaptive streaming

B Taraghi, M Nguyen, H Amirpour, C Timmerer - IEEE Access, 2021 - ieeexplore.ieee.org
With the recent growth of multimedia traffic over the Internet and emerging multimedia
streaming service providers, improving Quality of Experience (QoE) for HTTP Adaptive …

Multi-codec ultra high definition 8K MPEG-DASH dataset

B Taraghi, H Amirpour, C Timmerer - Proceedings of the 13th ACM …, 2022 - dl.acm.org
Many applications and online services produce and deliver multimedia traffic over the
Internet. Video streaming services with a rapidly growing desire for more resources to …

LLL-CAdViSE: live low-latency cloud-based adaptive video streaming evaluation framework

B Taraghi, H Hellwagner, C Timmerer - IEEE Access, 2023 - ieeexplore.ieee.org
Live media streaming is a challenging task by itself, and when it comes to use cases that
define low-latency as a must, the complexity will rise multiple times. In a typical media …

Lalisa: Adaptive bitrate ladder optimization in http-based adaptive live streaming

F Tashtarian, A Bentaleb, H Amirpour… - NOMS 2023-2023 …, 2023 - ieeexplore.ieee.org
Video content in Live HTTP Adaptive Streaming (HAS) is typically encoded using a pre-
defined, fixed set of bitrate-resolution pairs (termed Bitrate Ladder), allowing play-back …

Swipe along: a measurement study of short video services

S Zhu, T Karagioules, E Halepovic… - Proceedings of the 13th …, 2022 - dl.acm.org
Short videos have recently emerged as a popular form of short-duration User Generated
Content (UGC) within modern social media. Short video content is generally less than a …

Integrating Visual and Network Data with Deep Learning for Streaming Video Quality Assessment

G Margetis, G Tsagkatakis, S Stamou, C Stephanidis - Sensors, 2023 - mdpi.com
Existing video Quality-of-Experience (QoE) metrics rely on the decoded video for the
estimation. In this work, we explore how the overall viewer experience, quantified via the …

GreenABR+: Generalized Energy-Aware Adaptive Bitrate Streaming

BO Turkkan, T Dai, A Raman, T Kosar, C Chen… - ACM Transactions on …, 2024 - dl.acm.org
Adaptive bitrate (ABR) algorithms play a critical role in video streaming by making optimal
bitrate decisions in dynamically changing network conditions to provide a high quality of …

MEC-Based Super-Resolution Enhanced Adaptive Video Streaming Optimization for Mobile Networks With Satellite Backhaul

W Jing, C Liu, H Cai, X Wen, Z Lu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Using satellite communications as backhaul links facilitates extending network coverage to
unconnected areas. However, providing high-quality video streaming service via satellite …

Enabling scalable emulation of differentiated services in mininet

D Raca, M Salian, AH Zahran - Proceedings of the 13th ACM Multimedia …, 2022 - dl.acm.org
Evolving Internet applications, such as immersive multimedia and Industry 4, exhibit
stringent delay, loss, and rate requirements. Realizing these requirements would be difficult …