Leandro C. de Almeida

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Reinforcement Learning

Complex Networks

Top Venues

Publications

Thiago Caproni Tavares, Leandro C. de Almeida, Washington Rodrigo Dias da Silva, Marco Chiesa, Fábio L. Verdi
TimeGAN as a Simulator for Reinforcement Learning Training in Programmable Data Planes. NOMS (2024)
Leandro C. de Almeida, Washington Rodrigo Dias da Silva, Thiago Caproni Tavares, Rafael Pasquini, Chrysa Papagianni, Fábio L. Verdi
DESiRED - Dynamic, Enhanced, and Smart iRED: A P4-AQM with Deep Reinforcement Learning and In-band Network Telemetry. Comput. Networks 244 (2024)
Leandro C. de Almeida, Rafael Pasquini, Chrysa Papagianni, Fábio Luciano Verdi
iRED: A disaggregated P4-AQM fully implemented in programmable data plane hardware. CoRR (2023)
Leandro C. de Almeida, Washington Rodrigo Dias da Silva, Thiago C. Tavares, Rafael Pasquini, Chrysa Papagianni, Fábio L. Verdi
DESiRED - Dynamic, Enhanced, and Smart iRED: A P4-AQM with Deep Reinforcement Learning and In-band Network Telemetry. CoRR (2023)
Leandro C. de Almeida, Guilherme Matos, Rafael Pasquini, Chrysa Papagianni, Fábio L. Verdi
iRED: Improving the DASH QoS by dropping packets in programmable data planes. CNSM (2022)
Gustavo V. Luz, André Luiz Beltrami Rocha, Leandro C. de Almeida, Fábio L. Verdi
InFaRR: Um algoritmo para reroteamento rápido em planos de dados programáveis. SBRC (2022)
Leandro C. de Almeida, Fábio L. Verdi, Rafael Pasquini
Estimando métricas de serviço através de In-band Network Telemetry. SBRC (2021)
Guilherme Matos, Leandro C. de Almeida, Luis Miguel Contreras Murillo, Fábio Luciano Verdi
INCA: a mechanism for traffic identification and chaining in the data plane. LATINCOM (2021)
Leandro C. de Almeida, Rafael Pasquini, Fábio L. Verdi
Using Machine Learning and In-band Network Telemetry for Service Metrics Estimation. CloudNet (2021)
Guilherme Matos, Fábio Luciano Verdi, Luis Miguel Contreras Murillo, Leandro C. de Almeida
When SRv6 meets 5G Core: Implementation and Deployment of a Network Service Chaining Function in SmartNICs. CoRR (2021)
Leandro C. de Almeida, Paulo Ditarso Maciel Jr., Fábio L. Verdi
Cloud Network Slicing: A systematic mapping study from scientific publications. CoRR (2020)