Applied Sciences • Vol 12 • No 20
A Deep Reinforcement Learning Quality Optimization Framework for Multimedia Streaming over 5G Networks
October 2022 • Alberto del Río, Javier Serrano, David Jiménez, Luis M. Contreras, Federico Álvarez
Media applications are amongst the most demanding services. They require high amounts of network capacity as well as computational resources for synchronous high-quality audio–visual streaming. Recent technological advances in the domain of new generation networks, specifically network virtualization and Multiaccess Edge Computing (MEC) have unlocked the potential of the media industry. They enable high-quality media services through dynamic and efficient resource allocation taking advantage of the flexibility of …