A survey of machine learning techniques for video quality prediction from quality of delivery metrics
A growing number of video streaming networks are incorporating machine learning (ML)
applications. The growth of video streaming services places enormous pressure on network …
applications. The growth of video streaming services places enormous pressure on network …
Performance analysis of collaborative real-time video quality of service prediction with machine learning algorithms
L Babooram, TP Fowdur - International Journal of Data Science and …, 2024 - Springer
With the exponential rise in the development, deployment and use of Internet applications in
recent years, communication paradigms are continuously flooded with unmatched …
recent years, communication paradigms are continuously flooded with unmatched …
An Innovative Adaptive Web-Based Solution for Improved Remote Co-Creation and Delivery of Artistic Performances
Due to the COVID-19 pandemic, most arts and cultural activities have moved online. This
has contributed to the surge in development of artistic tools that enable professional artists to …
has contributed to the surge in development of artistic tools that enable professional artists to …
A supervised machine learning approach for dash video qoe prediction in 5g networks
Future fifth generation (5G) networks are envisioned to provide improved Quality-of-
Experience (QoE) for applications by means of higher data rates, low and ultra-reliable …
Experience (QoE) for applications by means of higher data rates, low and ultra-reliable …
Deep reinforcement learning based qoe-aware actor-learner architectures for video streaming in iot environments
The number of connected smart devices enabling multimedia applications has expanded
tremendously in Internet-of-Things (IoT) environments. Specifically, the requirement for a …
tremendously in Internet-of-Things (IoT) environments. Specifically, the requirement for a …
A Survey on QoE Management Schemes for HTTP Adaptive Video Streaming: Challenges, Solutions, and Opportunities
With the emergence of new video streaming technologies, advancements in networking
paradigms, and the increasing popularity of mobile and smart devices, we are witnessing …
paradigms, and the increasing popularity of mobile and smart devices, we are witnessing …
An End-to-End Pipeline Perspective on Video Streaming in Best-Effort Networks: A Survey and Tutorial
Video streaming continues to captivate attention of users and service providers, dominate in
Internet traffic, and form a vibrant research field. Taking a pragmatic approach to reviewing …
Internet traffic, and form a vibrant research field. Taking a pragmatic approach to reviewing …
Improving UE energy efficiency through network-aware video streaming over 5g
Adaptive Bitrate (ABR) Streaming over cellular networks has been well studied in the
literature; however, existing ABR algorithms primarily focus on improving the end-user …
literature; however, existing ABR algorithms primarily focus on improving the end-user …
DashReStreamer: Framework for Creation of Impaired Video Clips under Realistic Network Conditions
The continuous rise of multimedia entertainment has led to an increased demand for
delivering outstanding user experience of multimedia content. However, modeling user …
delivering outstanding user experience of multimedia content. However, modeling user …
[HTML][HTML] Multisite gaming streaming optimization over virtualized 5G environment using Deep Reinforcement Learning techniques
The massive growth of live streaming, especially gaming-focused content, has led to an
overall increase in global bandwidth consumption. Certain services see their quality …
overall increase in global bandwidth consumption. Certain services see their quality …