Iisy: hybrid in-network classification using programmable switches
The soaring use of machine learning leads to increasing processing demands. As data volume keeps growing, providing classification services with good machine learning performance, high throughput, low latency, and minimal equipment overheads becomes a challenge. Offloading machine learning tasks to...
Egile Nagusiak: | Zheng, C, Xiong, Z, Bui, TT, Kaupmees, S, Bensoussane, R, Bernabeu, A, Vargaftik, S, Ben-Itzhak, Y, Zilberman, N |
---|---|
Formatua: | Journal article |
Hizkuntza: | English |
Argitaratua: |
IEEE
2024
|
Antzeko izenburuak
-
In-network machine learning using programmable network devices: a survey
nork: Zheng, C, et al.
Argitaratua: (2023) -
Planter: rapid prototyping of in-network machine learning inference
nork: Zheng, C, et al.
Argitaratua: (2024) -
MTPSA: Multi-tenant programmable switches
nork: Stoyanov, R, et al.
Argitaratua: (2020) -
Accelerating machine learning for trading using programmable switches
nork: Hong, X, et al.
Argitaratua: (2024) -
dRMT: Disaggregated Programmable Switching
nork: Chole, Sharad, et al.
Argitaratua: (2021)