Patent ID: 11882175
Assignee: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
Field: Computer technology (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 0:
1. A non-transitory machine-readable storage medium comprising instructions that upon execution cause a system to:
receive a first collection of tokens relating to characteristics of workloads for a computing system;
encode the first collection of tokens to compute, based on application of a first self-attention function to the first collection of tokens, first weights representing relationships among tokens of the first collection of tokens, the first self-attention function to compute the first weights based on aligning respective pairs of tokens of the first collection of tokens;
generate a representation of the first collection of tokens based on the first weights;
apply a second self-attention function to a second collection of tokens to compute second weights representing relationships among tokens of the second collection of tokens, the second collection of tokens relating to elapsed times in executing the workloads;
generate a representation of the second collection of tokens based on the second weights;
apply an attention function based on the representation of the first collection of tokens and the representation of the second collection of tokens, to produce third weights representing relationships among tokens of the first collection of tokens and tokens of the second collection of tokens; and
determine, based on the third weights, a correlation between the first collection of tokens and the second collection of tokens, the correlation comprising strengths of relationships between the elapsed times represented by the second collection of tokens and the characteristics of the workloads represented by the first collection of tokens.