A survey on stateful data plane in software defined networks
Abstract Software Defined Networking (SDN), which decouples control plane and data
plane, normally stores states on controllers to provide flexible programmability and …
plane, normally stores states on controllers to provide flexible programmability and …
Flow-aware elephant flow detection for software-defined networks
Software-defined networking (SDN) separates the network control plane from the packet
forwarding plane, which provides comprehensive network-state visibility for better network …
forwarding plane, which provides comprehensive network-state visibility for better network …
Intelligently modeling, detecting, and scheduling elephant flows in software defined energy cloud: A survey
Elephant flows (elephants) refer to the sequences of packets that contribute only 10% of the
total volume but consume over 90% of the network bandwidth. They often cause network …
total volume but consume over 90% of the network bandwidth. They often cause network …
pHeavy: Predicting Heavy Flows in the Programmable Data Plane
Since heavy flows account for a significant fraction of network traffic, being able to predict
heavy flows has benefited many network management applications for mitigating link …
heavy flows has benefited many network management applications for mitigating link …
A survey on autonomic provisioning and management of QoS in SDN networks
In today's Internet, killer network services and applications, such as video and audio
streaming, network storage, and online video games, are pushing the network infrastructure …
streaming, network storage, and online video games, are pushing the network infrastructure …
Elephant flow detection intelligence for software-defined networks: a survey on current techniques and future direction
Software-defined networking (SDN) is characterized by the separation of the packet
forwarding plane from the network control plane. This separation offers an extensive view of …
forwarding plane from the network control plane. This separation offers an extensive view of …
Towards threshold‐agnostic heavy‐hitter classification
A heavy‐hitter (HH) network traffic flow consumes considerably more network resources
than other flows combined. The classification of HHs is critical to provide, among others, the …
than other flows combined. The classification of HHs is critical to provide, among others, the …
Asynchronous federated learning for elephant flow detection in software defined networking systems
X Ma, LX Liao, Z Li, HC Chao - Journal of Physics: Conference …, 2022 - iopscience.iop.org
This paper introduces an Asynchronous Federated Learning (AFL) approach to train an
elephant flow model over Software Defined Networking (SDN) systems with distributed …
elephant flow model over Software Defined Networking (SDN) systems with distributed …
Enabling inference inside software switches
YS Lu, KCJ Lin - 2019 20th Asia-Pacific Network Operations …, 2019 - ieeexplore.ieee.org
Software Defined Networking (SDN) has been emerged to solve the problem of traditional
network architectures. The ability of programmable switches renders us an opportunity to …
network architectures. The ability of programmable switches renders us an opportunity to …
Regression based dynamic elephant flow detection in airborne network
P Liu, N Lv, K Chen, L Tang, J Zhou - IEEE Access, 2020 - ieeexplore.ieee.org
As an important part of the spatial information network, airborne network (AN), which
connects air platforms with upper satellites and ground devices, has been increasingly …
connects air platforms with upper satellites and ground devices, has been increasingly …