F5, Inc. has been granted European Patent Application EP4476900A1 for machine learning-based network load balancing systems. The patent covers H04L 67/1008 (network resource allocation) and multiple G06N classifications including G06N 3/044, G06N 3/045, G06N 3/063, G06N 3/08, G06N 3/084, and G06N 20/00, indicating various machine learning techniques applied to network traffic management. The designated states cover all EPO member states including AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, ME, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR.

This patent publication represents standard administrative documentation of intellectual property rights. Technology companies developing network load balancing solutions incorporating machine learning should review the patent claims to assess potential infringement considerations. No immediate compliance actions or deadlines are associated with this publication.