Combining federated learning and edge computing toward ubiquitous intelligence in 6G network: Challenges, recent advances, and future directions
Full leverage of the huge volume of data generated on a large number of user devices for
providing intelligent services in the 6G network calls for Ubiquitous Intelligence (UI). A key to …
providing intelligent services in the 6G network calls for Ubiquitous Intelligence (UI). A key to …
Advancing sdn from openflow to p4: A survey
Software-defined Networking (SDN) marked the beginning of a new era in the field of
networking by decoupling the control and forwarding processes through the OpenFlow …
networking by decoupling the control and forwarding processes through the OpenFlow …
In-network machine learning using programmable network devices: A survey
Machine learning is widely used to solve networking challenges, ranging from traffic
classification and anomaly detection to network configuration. However, machine learning …
classification and anomaly detection to network configuration. However, machine learning …
A survey on security applications of P4 programmable switches and a STRIDE-based vulnerability assessment
The emergence of the IoT, cloud systems, data centers, and 5G networks is increasing the
demand for a rapid development of new applications and protocols at all levels of the …
demand for a rapid development of new applications and protocols at all levels of the …
Offloading machine learning to programmable data planes: A systematic survey
The demand for machine learning (ML) has increased significantly in recent decades,
enabling several applications, such as speech recognition, computer vision, and …
enabling several applications, such as speech recognition, computer vision, and …
MP-GUARD: A novel multi-pronged intrusion detection and mitigation framework for scalable SD-IOT networks using cooperative monitoring, ensemble learning, and …
The ever-increasing complexity of the Internet of Things (IoT) environment demands robust
and adaptable intrusion detection frameworks, as existing approaches struggle with real …
and adaptable intrusion detection frameworks, as existing approaches struggle with real …
A comprehensive survey on smartnics: Architectures, development models, applications, and research directions
The end of Moore's Law and Dennard Scaling has slowed processor improvements in the
past decade. While multi-core processors have improved performance, they are limited by …
past decade. While multi-core processors have improved performance, they are limited by …
A survey on P4 challenges in software defined networks: P4 programming
Software Defined Networking (SDN) has been a prominent technology in the last decade
that increases networking programmability. The SDN philosophy decouples the application …
that increases networking programmability. The SDN philosophy decouples the application …
A survey on TCP enhancements using P4-programmable devices
The increasing performance requirements of today's Internet applications demand a reliable
mechanism to transfer data. Many applications rely on the Transmission Control Protocol …
mechanism to transfer data. Many applications rely on the Transmission Control Protocol …
The future roadmap of in-vehicle network processing: A HW-centric (R-) evolution
AG Mariño, F Fons, JMM Arostegui - IEEE access, 2022 - ieeexplore.ieee.org
The automotive industry is undergoing a deep revolution. With the race towards autonomous
driving, the amount of technologies, sensors and actuators that need to be integrated in the …
driving, the amount of technologies, sensors and actuators that need to be integrated in the …