US 11,836,483 B1
Compatible and secure software upgrades
Jun Wang, Xian (CN); Dong Hai Yu, Xian (CN); Bo Song, Xian (CN); Rui Wang, Xian (CN); Yao Dong Liu, Xian (CN); and Jiang Bo Kang, Xian (CN)
Assigned to International Business Machines Corporation, Armonk, NY (US)
Filed by INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US)
Filed on May 27, 2022, as Appl. No. 17/804,322.
Int. Cl. H04L 9/08 (2006.01); G06F 9/445 (2018.01); G06N 20/00 (2019.01); G06F 9/455 (2018.01); G06F 8/71 (2018.01)
CPC G06F 8/71 (2013.01) [G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method comprising:
generating a table comprising:
a plurality of machine learning libraries and their current versions that are used in a deployed machine learning platform (MLP) instance;
a first available version upgrade for a first machine learning library of the plurality of machine learning libraries:
a security indication associated with the first available version upgrade relative to a current version implemented by the first machine learning library; and
a compatibility indication between the first available version upgrade and the current version of the first machine learning library; and
generating a recommendation related to upgrading the first machine learning library based on the security indication and the compatibility indication.