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Automated adaptation strategies for stream learning [PDF]
AbstractAutomation of machine learning model development is increasingly becoming an established research area. While automated model selection and automated data pre-processing have been studied in depth, there is, however, a gap concerning automated model adaptation strategies when multiple strategies are available.
Rashid Bakirov +2 more
openaire +5 more sources
This review paper explores the paradigm of personalized adaptive streaming, where machine learning techniques are employed to tailor video streaming experiences based on individual user behavior, preferences, and contextual factors.
Koffka Khan
doaj
Review of methods evaluating video quality in adaptive streaming [PDF]
The video streaming industry is growing. There is demand for high quality videos. These videos are stream to the consumers with a promising quality and low latency. There are various methods to measure the video quality of experience (QoE) in a streaming
Syed Uddin +3 more
doaj +1 more source
Receiver-Driven Adaptive Enhancement Layer Switching Algorithm for Scalable Video Transmission Over Link-adaptive Networks [PDF]
A receiver-driven adaptive layer switching algorithm is proposed for adapting the video bitrate to match the achievable network throughput. It relies on a QoS-constrained equivalent bandwidth estimator employed at the receiver, which is used for ...
Quan Zheng +7 more
core +1 more source
Intelligent synthesis mechanism for deriving streaming priorities of multimedia content
We address the problem of integrating user preferences with network quality of service parameters for the streaming of media content, and suggest protocol stack configurations that satisfy user and technical requirements to the best available degree. Our
Siamitros, C. +2 more
core +2 more sources
User-Centric Algorithms: Sculpting the Future of Adaptive Video Streaming
This paper explores the transformative potential of user-centric algorithms in shaping the future landscape of adaptive video streaming. Traditional streaming methods, though effective, often lack the ability to dynamically adapt to individual user ...
Koffka Khan
doaj
Despite the growing popularity of Virtual Reality (VR), 360-degree videos are often regarded as challenging to stream due to their large bandwidth requirement.
Kiana Dziubinski, Masaki Bandai
doaj +1 more source
Scenario for DASH-WebM adaptive streaming transmission [PDF]
Tradicionalmente el videostreaming ha sido soportado por los protocolos RTP y RTSP, de modo que el servidor gestiona una sesión diferente para cada cliente y coordina la entrega de paquetes.
Ortiz T., Duvernei +4 more
core +1 more source
The quality of experience (QoE) assessment of adaptive video streaming may be crucial for detecting degradations impacting customer satisfaction. In a telecommunication environment, eliminating failure points may be the highest priority.
Paweł Andruloniw +2 more
doaj +1 more source
Beyond multimedia adaptation: Quality of experience-aware multi-sensorial media delivery [PDF]
Multiple sensorial media (mulsemedia) combines multiple media elements which engage three or more of human senses, and as most other media content, requires support for delivery over the existing networks.
Yuan, Zhenhui +8 more
core +1 more source

