US 12,481,570 B2
Methods, systems, and computer readable media for network testing and collecting generative artificial intelligence training data
Christian Paul Sommers, Bangor, CA (US); and Peter J. Marsico, Chapel Hill, NC (US)
Assigned to KEYSIGHT TECHNOLOGIES, INC., Santa Rosa, CA (US)
Filed by Keysight Technologies, Inc., Santa Rosa, CA (US)
Filed on Aug. 11, 2023, as Appl. No. 18/233,270.
Claims priority of provisional application 63/466,242, filed on May 12, 2023.
Prior Publication US 2024/0378125 A1, Nov. 14, 2024
Int. Cl. G06F 11/00 (2006.01); G06F 11/22 (2006.01); G06F 11/263 (2006.01)
CPC G06F 11/2268 (2013.01) [G06F 11/263 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A network test system for network testing, the network test system comprising:
a test controller implemented using at least one hardware or firmware processor and configured for:
receiving a test case including test case definition information defining a network test for a system under test (SUT);
determining test system resource information for test system resources configured to execute the test case; and
executing the test case on the SUT;
a generative artificial intelligence (GAI) model training data collector implemented as an integrated subsystem of the network test system, the GAI model training data collector being configured for:
collecting at least a portion of the test case definition information;
collecting SUT status information or SUT configuration information or both for the SUT;
collecting metadata associated with the test case including at least one test context label; and
processing the at least a portion of the test case definition information, test system resource information, SUT status information or SUT configuration information, and metadata to produce artificial intelligence (AI) training data for training a generative AI model to drive operation of a test system in testing a network device under test by transmitting packets to the device under test.