Abstract: A system can receive a query from a remote computing system and to a generative artificial intelligence (genAI) system, wherein the query relates to a computing system. The system can vectorize the query. The system can determine vectorized schema description properties that satisfy a similarity criterion with respect to the vectorized query, wherein respective vectorized schema description properties of the vectorized schema description properties comprise respective identifiers of respective corresponding schema, and wherein the vectorized schema description properties relate to the computing system. The system can retrieve the respective corresponding schema based on the respective identifiers in the respective vectorized schema description properties, to produce retrieved schema. The system can create a prompt that comprises the query and a parameter description from the retrieved schema.

Abstract: A method for generating testing information for prediction model training includes: identifying, by an automated event generation and data labeling (AEGDL) manager, a test case initiation event; in response to the identification: selecting a first test case of a plurality of test cases; identifying a first test configuration cluster (TCC) of a plurality of TCCs based on the test case; performing the first test case in the TCC; generating testing information based on the performing of the first test case in the TCC; and providing the testing information to prediction models for model training.

Abstract: A system can receive user input data that comprises an identification of a computer infrastructure component of a group of computer infrastructure components that are associated with a user account. The system can identify information about the group of computer infrastructure components based on the identification of the computer infrastructure component. The system can convert text of the user input data into a first numerical vector. The system can create a context of the user input data based on identifying a match between the first numerical vector and a second numerical vector of a group of numerical vectors, wherein the context corresponds to a natural-language version of the second numerical vector. The system can combine the context and the information about the group of computer infrastructure components into a combined context, and input the combined context and the user input data to a large language model to produce a result.

Abstract: A method for generating testing information for prediction model training includes: identifying, by an automated event generation and data labeling (AEGDL) manager, a test case initiation event; in response to the identification: selecting a first test case of a plurality of test cases; identifying a first test configuration cluster (TCC) of a plurality of TCCs based on the test case; performing the first test case in the TCC; generating testing information based on the performing of the first test case in the TCC; and providing the testing information to prediction models for model training.

Abstract: Techniques described herein relate to a method for managing telemetry services for composed information handling systems. The method includes obtaining, by a system control processor manager, a telemetry request associated with a composed information handling system from a user; in response to obtaining the telemetry request: identifying a transaction identifier associated with the telemetry request; identifying telemetry intent associated with the telemetry request; aggregating telemetry data based on the telemetry intent and a telemetry data map entry associated with the transaction identifier to obtain aggregated telemetry data; and providing the aggregated telemetry data to the user.

Abstract: Techniques described herein relate to a method for managing composed information handling systems. The method includes obtaining, by a system control processor manager, a composition request for a composed information handling system to perform a workflow; in response to obtaining the composition request: identifying a composed system blueprint associated with the workflow; making a first determination that there are first predictive analytics associated with the composed system blueprint; in response to the first determination: identifying a composed infrastructure associated with the composed system blueprint capable of performing the workflow based on telemetry data and the first predictive analytics; instantiating a composed information handling system using the composed infrastructure to service the composition request; and setting up telemetry services for the composed information handling system using an at least one control resource set.

Abstract: Techniques described herein relate to a method for performing telemetry services for composed information handling systems. The method includes obtaining, by a system control processor manager, a telemetry request associated with a composed information handling system from a user associated with a group; in response to obtaining the telemetry request: identifying a telemetry intent associated with the telemetry request; aggregating telemetry data based on the telemetry intent to obtain aggregated telemetry data; encrypting the aggregated telemetry data based on telemetry distribution information associated with the group to obtain encrypted aggregated telemetry data; and providing the encrypted aggregated telemetry data to the group.

Abstract: Techniques described herein relate to a method for managing composed information handling systems. The method includes obtaining, by a system control processor manager, a composition request for a composed information handling system to perform a workflow; in response to obtaining the composition request: identifying a composed system blueprint associated with the workflow; making a first determination that there are first predictive analytics associated with the composed system blueprint; in response to the first determination: identifying a composed infrastructure associated with the composed system blueprint capable of performing the workflow based on telemetry data and the first predictive analytics; instantiating a composed information handling system using the composed infrastructure to service the composition request; and setting up telemetry services for the composed information handling system using an at least one control resource set.

Abstract: Techniques described herein relate to a method for performing telemetry services for composed information handling systems. The method includes obtaining, by a system control processor manager, a telemetry request associated with a composed information handling system from a user associated with a group; in response to obtaining the telemetry request: identifying a telemetry intent associated with the telemetry request; aggregating telemetry data based on the telemetry intent to obtain aggregated telemetry data; encrypting the aggregated telemetry data based on telemetry distribution information associated with the group to obtain encrypted aggregated telemetry data; and providing the encrypted aggregated telemetry data to the group.

Abstract: Techniques described herein relate to a method for managing telemetry services for composed information handling systems. The method includes obtaining, by a system control processor manager, a telemetry request associated with a composed information handling system from a user; in response to obtaining the telemetry request: identifying a transaction identifier associated with the telemetry request; identifying telemetry intent associated with the telemetry request; aggregating telemetry data based on the telemetry intent and a telemetry data map entry associated with the transaction identifier to obtain aggregated telemetry data; and providing the aggregated telemetry data to the user.

Abstract: A hand-held testing device tests operation of acoustic elements of an acoustic device. The hand-held testing device has a housing, a power supply local to the housing, an acoustic transducer, and circuitry. The circuitry is disposed within the housing and is provided in electrical communication with the power supply and with the acoustic transducer. The circuitry is configured to identify production of a voltage pulse by the acoustic transducer in response to receipt of a received acoustic signal by the acoustic transducer from one of the acoustic elements and to operate the transducer to transmit a transmitted acoustic signal to the acoustic element.

Abstract: A hand-held testing device tests operation of acoustic elements of an acoustic device. The hand-held testing device has a housing, a power supply local to the housing, an acoustic transducer, and circuitry. The circuitry is disposed within the housing and is provided in electrical communication with the power supply and with the acoustic transducer. The circuitry is configured to identify production of a voltage pulse by the acoustic transducer in response to receipt of a received acoustic signal by the acoustic transducer from one of the acoustic elements and to operate the transducer to transmit a transmitted acoustic signal to the acoustic element.