[PDF][PDF] LINC: Enabling Low-Resource In-network Classification and Incremental Model Update
Deploying machine learning models within the data plane can facilitate traffic analysis at line
rate. Nevertheless, existing schemes suffer from performance degradation when faced with …
rate. Nevertheless, existing schemes suffer from performance degradation when faced with …
Themis: A passive-active hybrid framework with in-network intelligence for lightweight failure localization
The fast and efficient failure detection and localization is essential for stable network
transmission. Unfortunately, existing schemes suffer from a few drawbacks such as …
transmission. Unfortunately, existing schemes suffer from a few drawbacks such as …
Orchestrating multi-tenant code updates across multiple programmable switches
T Geier, S Rieger - NOMS 2024-2024 IEEE Network Operations …, 2024 - ieeexplore.ieee.org
In recent years, programmable devices delivering accelerated hardware-assisted network
functions became more prevalent, esp. in data center and service provider networks. While …
functions became more prevalent, esp. in data center and service provider networks. While …
[PDF][PDF] MrgRecmp4: Efficient Stateful SFC Recompilation in PDP Switches with Flexible Table Merging
The fast development of P4-based programmable data plane (PDP) has motivated the
offloading of service function chains (SFCs) to switches. To adapt to dynamic service …
offloading of service function chains (SFCs) to switches. To adapt to dynamic service …