公开(公告)号：US12242569B1

公开(公告)日：2025-03-04

申请号：US16688106

申请日：2019-11-19

Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY

Inventor： Forrestt Severtson ,  Darren Lim ,  Julian Francisco Nieto

IPC: G06F18/00 ,  G06F9/54 ,  G06F16/28 ,  G06F18/214 ,  G06F18/23 ,  G06F40/126 ,  G06Q10/10

Abstract: A method for identifying a process includes storing formatted data, generating aggregated traces by preprocessing the formatted data, encoding each of the aggregated traces using a respective atomic word, generating a subset of aggregated traces by compressing the aggregated traces, clustering the subset of aggregated traces, and labeling the clusters. A system includes a processor and a memory including instructions that when executed cause the system to store formatted data, generate traces, encode the traces to an atomic word, generate a subset traces, cluster the subset traces, and label the clusters. A non-transitory computer readable medium containing program instructions that when executed, cause a computer system to store formatted data, generate traces, encode the traces to an atomic word, generate a subset traces, cluster the subset traces, and label the clusters.