A framework for in-network QoE monitoring of encrypted video streaming
I Orsolic, L Skorin-Kapov - IEEE access, 2020 - ieeexplore.ieee.org
With the amount of global network traffic steadily increasing, mainly due to video streaming
services, network operators are faced with the challenge of efficiently managing their …
services, network operators are faced with the challenge of efficiently managing their …
VideoTrain++: GAN-based adaptive framework for synthetic video traffic generation
Video streaming traffic has been dominating the global network and the challenges have
exacerbated with the gaining popularity of interactive videos, aka 360° videos, as they …
exacerbated with the gaining popularity of interactive videos, aka 360° videos, as they …
Youtube qoe estimation from encrypted traffic: Comparison of test methodologies and machine learning based models
I Orsolic, M Suznjevic… - 2018 Tenth International …, 2018 - ieeexplore.ieee.org
Over the last few years, different client-side QoE monitoring apps have been developed that
benchmark the performance of popular video streaming services. Such tools also provide …
benchmark the performance of popular video streaming services. Such tools also provide …
Understanding video streaming algorithms in the wild
M Licciardello, M Grüner, A Singla - … , Eugene, Oregon, USA, March 30–31 …, 2020 - Springer
While video streaming algorithms are a hot research area, with interesting new approaches
proposed every few months, little is known about the behavior of the streaming algorithms …
proposed every few months, little is known about the behavior of the streaming algorithms …
In-network qoe and kpi monitoring of mobile youtube traffic: Insights for encrypted ios flows
I Oršolić, P Rebernjak, M Sužnjević… - … on Network and …, 2018 - ieeexplore.ieee.org
Solutions for in-network monitoring of QoE-related KPIs are a necessary prerequisite to
detecting potential impairments, identifying their root cause, and consequently invoking QoE …
detecting potential impairments, identifying their root cause, and consequently invoking QoE …
Traffic spills the beans: A robust video identification attack against YouTube
Traffic-based video identification attack is a side-channel attack that allows an attacker to
identify transmitted online videos from encrypted network traffic. Existing attacks face two …
identify transmitted online videos from encrypted network traffic. Existing attacks face two …
Personalized Playback Technology: How Short Video Services Create Excellent User Experience
Short-form video content has become increasingly popular and influential in recent years. Its
concise yet engaging format aligns well with todays' fast-paced and on-the-go lifestyles …
concise yet engaging format aligns well with todays' fast-paced and on-the-go lifestyles …
Keep calm and don't switch: about the relationship between switches and quality in HAS
Video streaming has established itself as the main method to consume multimedia content
on the Internet. The most widespread technique is HTTP Adaptive Streaming which is used …
on the Internet. The most widespread technique is HTTP Adaptive Streaming which is used …
Improving the system log analysis with language model and semi-supervised classifier
G Li, P Zhu, N Cao, M Wu, Z Chen, G Cao, H Li… - Multimedia Tools and …, 2019 - Springer
Mining the vast amount of server-side logging data is an essential step to boost the business
intelligence, as well as to facilitate the system maintenance for multimedia or IoT oriented …
intelligence, as well as to facilitate the system maintenance for multimedia or IoT oriented …
SSQoE: Measuring Video QoE from the Server-Side at a Global Multi-tenant CDN
Over the past decade, video streaming on the Internet has become the primary source of our
media consumption. Billions of users stream online video on multiple devices with an …
media consumption. Billions of users stream online video on multiple devices with an …