Information processing method, recording medium, and information processing apparatus

An information processing method comprising, by an information processing apparatus:

• acquiring monitoring data which includes a plurality of items related to a state of each process performed by an analysis target apparatus;
• acquiring analysis information which includes monitoring data related to an analyzed apparatus or a dimensional compression model generated based on the monitoring data;
• inputting the monitoring data of the acquired analysis target apparatus into the dimensional compression model generated based on the acquired monitoring data included in the analysis information or a dimensional compression model included in the analysis information, to convert the monitoring data into a low-dimensional representation;
• and
• outputting the monitoring data converted into the low-dimensional representation.

A non-transitory recording medium in which a computer program is recorded, the computer program for causing a computer to perform a process comprising:

• acquiring monitoring data which includes a plurality of items related to a state of each process performed by a target apparatus;
• generating a dimensional compression model for compressing the number of dimensions of the monitoring data;
• inputting the monitoring data into the dimensional compression model to convert the monitoring data into a low-dimensional representation;
• and
• outputting the monitoring data converted into the low-dimensional representation.

A non-transitory recording medium in which a computer program is recorded, the computer program for causing a computer to perform a process comprising:

• acquiring monitoring data which includes a plurality of items related to a state of each process performed by an analysis target apparatus;
• acquiring analysis information which includes monitoring data related to an analyzed apparatus or a dimensional compression model generated based on the monitoring data;
• inputting the monitoring data of the acquired analysis target apparatus into the dimensional compression model generated based on the acquired monitoring data included in the analysis information or a dimensional compression model included in the analysis information, to convert the monitoring data into a low-dimensional representation;
• and
• outputting the monitoring data converted into the low-dimensional representation.

An information processing apparatus comprising:

• an acquirer configured to acquire monitoring data which includes a plurality of items related to a state of each process performed by a target apparatus;
• a generator configured to generate a dimensional compression model for compressing the number of dimensions of the monitoring data;
• a converter configured to input the monitoring data into the dimensional compression model to convert the monitoring data into a low-dimensional representation;
• and
• an outputter configured to output the monitoring data converted into the low-dimensional representation.

An information processing apparatus comprising:

• a monitoring data acquirer configured to acquire monitoring data which includes a plurality of items related to a state of each process performed by an analysis target apparatus;
• an analysis information acquirer configured to acquire analysis information which includes monitoring data related to an analyzed apparatus or a dimensional compression model generated based on the monitoring data;
• a converter configured to input the monitoring data of the acquired analysis target apparatus into the dimensional compression model generated based on the acquired monitoring data included in the analysis information or a dimensional compression model included in the analysis information, to convert the monitoring data into a low-dimensional representation;
• and
• an outputter configured to output the monitoring data converted into the low-dimensional representation.