Jan 2, 2024 · Abstract—Decision trees (DT) have been used for high-speed networking classification on programmable switches. Most DT.

In this paper, we propose Dryad to fast reprogram tree models when resource budgets change. In Dryad, we first develop a large and accurate “one-training-for- ...

In this paper, we propose Dryad to fast reprogram tree models when resource budgets change. In Dryad, we first develop a large and accurate “one-training-for- ...

Abstract—Decision trees (DT) have been used for high-speed networking classification on programmable switches. Most DT solutions, however, are static and ...

Dryad: Deploying Adaptive Trees on Programmable Switches for Networking Classification (ICNP2023). More information about us https://xgr19.github.io. Code ...

In this work we present a novel concept of augmenting a search tree in a packet-processing system with an additional data structure, a Network of Shortcuts, in ...

... classification in programmable switches by binary decision tree ... Dryad: Deploying Adaptive Trees on Programmable Switches for Networking Classification.

IEEE Transactions on Computers, TC2023 (CCF A). Empowering in-network classification in programmable switches by binary decision tree and knowledge distillation

2024. Dryad: Deploying Adaptive Trees on Programmable Switches for Networking Classification. G Xie, Q Li, J Lin, G Antichi, D Zhao, Z Yuan, R Li, Y Jiang.

IEEE NFV-SDN. SmartNIC-accelerated Stream Processing Analytics · IEEE ICNP. Dryad: Deploying Adaptive Trees on Programmable Switches for Networking ...