5 citations · 9 across the 9 of their papers we have counts for
9 papers
CGReplay: Capture and Replay of Cloud Gaming Traffic for QoE/QoS Assessment
Alireza Shirmarz, Ariel G. de Castro, Fabio L. Verdi +1
Cloud Gaming (CG) research faces challenges due to the unpredictability of game engines and restricted access to commercial platforms and their logs. This creates major obstacles t…
POSMAC: Powering Up In-Network AR/CG Traffic Classification with Online Learning
Alireza Shirmarz, Fabio Luciano Verdi, Suneet Kumar Singh +1
In this demonstration, we showcase POSMAC1, a platform designed to deploy Decision Tree (DT) and Random Forest (RF) models on the NVIDIA DOCA DPU, equipped with an ARM processor, f…
Residual-based Adaptive Huber Loss (RAHL) -- Design of an improved Huber loss for CQI prediction in 5G networks
Mina Kaviani, Jurandy Almeida, Fabio L. Verdi
The Channel Quality Indicator (CQI) plays a pivotal role in 5G networks, optimizing infrastructure dynamically to ensure high Quality of Service (QoS). Recent research has focused…
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…
When SRv6 meets 5G Core: Implementation and Deployment of a Network Service Chaining Function in SmartNICs
Guilherme Matos, Fabio Luciano Verdi, Luis Miguel Contreras +1
Currently, we have witnessed a myriad of solutions that benefit from programmable hardware. The 5G Core (5GC) can and should also benefit from such paradigm to offload certain func…
Cloud Network Slicing: A systematic mapping study from scientific publications
Leandro C. de Almeida, Paulo Ditarso Maciel, Fábio L. Verdi
Cloud Network Slicing is a new research area that brings together cloud computing and network slicing in an end-to-end environment. In this context, understanding the existing scie…
The Deletable Bloom filter: A new member of the Bloom family
Christian Esteve Rothenberg, Carlos A. B. Macapuna, Fabio L. Verdi +1
We introduce the Deletable Bloom filter (DlBF) as a new spin on the popular data structure based on compactly encoding the information of where collisions happen when inserting ele…
In-packet Bloom filters: Design and networking applications
Christian Esteve Rothenberg, Carlos A. Macapuna, Fabio L. Verdi +2
The Bloom filter (BF) is a well-known space-efficient data structure that answers set membership queries with some probability of false positives. In an attempt to solve many of th…