	US 12,069,069 B2
	Network devices assisted by machine learning
Yair Chasdai, Tel Aviv (IL); David Daniel Pilnik, Rishon LeTsiyon (IL); Liran Daniel, Holon (IL); and Gary Mataev, Haifa (IL)
Assigned to MELLANOX TECHNOLOGIES LTD., Yokneam (IL)
Filed by Mellanox Technologies Ltd., Yokneam (IL)
Filed on Jun. 14, 2021, as Appl. No. 17/347,353.
Prior Publication US 2022/0400124 A1, Dec. 15, 2022
Int. Cl. H04L 9/40 (2022.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01)

CPC H04L 63/1416 (2013.01) [G06N 5/04 (2013.01); G06N 20/00 (2019.01)]

25 Claims

1. A system, comprising:

at least one processor; and

at least one memory storing instructions that, in response to execution by the at least one processor, cause the system to at least:

perform at least one networking function;

collect data associated with the performing of the at least one networking function as the system performs the at least one networking function;

obtain an inference using a machine learning model, the inference obtained based, at least in part, on the data; and

respond to the inference.