32 citations · 32 across the 3 of their papers we have counts for
3 papers
DESiRED -- Dynamic, Enhanced, and Smart iRED: A P4-AQM with Deep Reinforcement Learning and In-band Network Telemetry
Leandro C. de Almeida, Washington Rodrigo Dias da Silva, Thiago C. Tavares +3
Active Queue Management (AQM) is a mechanism employed to alleviate transient congestion in network device buffers, such as routers and switches. Traditional AQM algorithms use fixe…
iRED: A disaggregated P4-AQM fully implemented in programmable data plane hardware
Leandro C. de Almeida, Rafael Pasquini, Chrysa Papagianni +1
Routers employ queues to temporarily hold packets when the scheduler cannot immediately process them. Congestion occurs when the arrival rate of packets exceeds the processing capa…
Enhancing Network Slicing Architectures with Machine Learning, Security, Sustainability and Experimental Networks Integration
Joberto S. B. Martins, Tereza C. Carvalho, Rodrigo Moreira +19
Network Slicing (NS) is an essential technique extensively used in 5G networks computing strategies, mobile edge computing, mobile cloud computing, and verticals like the Internet…