HTTP Traffic Measurements on Access Networks, Analysis of Results and Simulation

LearnSDN: Optimizing Routing Over Multimedia-based 5G-SDN using Machine Learning

“…The characteristics of the SD video traffic are as follows: 640x360 pixels resolution, 24 frames per second, average bit rate of 285kbps, and a total duration of 5 min. The web browsing and file transfer are modeled as HTTP and FTP traffic, respectively [15]. The VLC player tool employed with a Constant Bit Rate (CBR) encoder was used to generate live HD and buffered SD video streaming traffic.…”

An Innovative Reinforcement Learning-Based Framework for Quality of Service Provisioning Over Multimedia-Based SDN Environments

“…The video source is created by using the FFMPEG video and audio converter [71]. While, HTTP and FTP traffic are generated using Ostinato [72] traffic generator tool and modelled according to [73], [74] and [73], respectively.…”

REDO: A Reinforcement Learning-based Dynamic Routing Algorithm Selection Method for SDN

“…Both videos have a duration of 5 minutes. The parameters for the HTTP and FTP traffic model are chosen based on [19].…”