# US 12,117,926 B2 · System and method for testing cloud hybrid AI/ML platforms > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 12,117,926 B2 - Document ID: US12117926B2 - Status: Granted - Kind: B2 - Application number: 18/243,953 - Filed: 2023-09-08 - Published: 2023-12-28 - Granted: 2024-10-15 - Earliest claimed: 2021-12-23 - Assignees: JPMorgan Chase Bank, N.A. - Applicants: JPMorgan Chase Bank, N.A. - Inventors: Akhilesh Gupta; Purushothaman Jegatheesan; Anupam Arora - Web page: https://patentgrep.com/patent/US12117926B2 ## CPC - G06F 11/3684: {for test design, e.g. generating new test cases} - G06F 11/3688: {for test execution, e.g. scheduling of test suites} - G06F 11/3698: Environments for analysis, debugging or testing of software - G06F: ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models G06N) ## Abstract A method for performing a health check of a customized function across multiple cloud/hybrid platforms is disclosed. The method includes submitting a customized function to a health check system, which includes components on both on an on-premise network and a public cloud network. The submitted function is then uploaded to a cloud object storage. The method further includes having the customized function retrieved from the cloud object storage and scheduling an execution of the customized function according to a user defined schedule. Once the customized function is executed, the method further acquires results of the executed function and corresponding metrics and updates a health check metrics table of a metadata database with the acquired results and metrics. ## Claims ### Claim 1 A method for performing a health check on a user configured function, the method comprising: performing, using a processor and a memory: submitting, via a user interface and over a public network, a function and a corresponding meta file to a health check system; uploading the function to an object storage and storing in the object storage; validating the meta file; when the meta file is validated, sending a validation result to a plugin master table of a metadata database for storage, and retrieving the function from the object storage by a private network; validating, on the private network, the function; and when the function is validated, updating a status of the function in the plugin master table, and defining a schedule for execution of the validated function to a health check master table including a health check metrics table of the metadata database. ### Claim 2 (depends on 1) The method according to claim 1, further comprising: acquiring metrics corresponding to the validation result of the executed function and updating the health check metrics table. ### Claim 3 (depends on 2) The method according to claim 2, further comprising: accessing information stored in the health check metrics table; and displaying a portion of the accessed information from the health check metrics table on a dashboard provided on a display screen. ### Claim 4 (depends on 2) The method according to claim 2, further comprising: accessing information stored in the health check metrics table; performing a database query on the health check metrics table for performing analytics; and generating a report based on the performed database query. ### Claim 5 (depends on 4) The method according to claim 4, wherein the report indicates an uptime for an application or API corresponding to the function executed. ### Claim 6 (depends on 1) The method according to claim 1, wherein the define schedule specifies a frequency of execution of the function. ### Claim 7 (depends on 1) The method according to claim 1, wherein the executing of the function includes calling a service provided on at least one of the private network, the public network, and an on-premise network. ### Claim 8 (depends on 1) The method according to claim 1, wherein the health check system includes components from both the private network and the public network. ### Claim 9 (depends on 1) The method according to claim 1, wherein the function is for an application or an API residing on the private network, the public network, or an on-premise network. ### Claim 10 (depends on 1) The method according to claim 1, wherein a system integration testing is performed for the function by submitting the function and the corresponding meta file, and by specifying a testing environment on the user interface. ### Claim 11 (depends on 1) The method according to claim 1, wherein the executing of the function includes performing a regression test on the function. ### Claim 12 (depends on 1) The method according to claim 1, wherein the executing of the function includes performing a performance test on the function. ### Claim 13 (depends on 1) The method according to claim 1, further comprising: repeating execution of the function at a frequency specified in the defined schedule; and acquiring additional results of the executed function every time the function is executed, and updating the health check metrics table with the acquired additional results. ### Claim 14 (depends on 1) The method according to claim 1, wherein a health check master functional identification (ID) is used to submit the function, and the health check master functional ID is used to retrieve the function from the object storage. ### Claim 15 (depends on 1) The method according to claim 1, wherein a user's functional ID is used to access one or more services, APIs or platforms from the private network and the public network when executing the function. ### Claim 16 (depends on 1) The method according to claim 1, wherein the function is retrieved from the object storage at predetermined intervals. ### Claim 17 (depends on 1) The method according to claim 1, wherein the function is retrieved from the object storage and validated by a health check plugin onboard Daemon process executed on the private network. ### Claim 18 (depends on 1) The method according to claim 1, wherein the validating of the function includes: scanning the function and installing missing packages; testing the function for runtime errors; and validating return parameters. ### Claim 19 A system for performing a health check of a user configured function, the system comprising: at least one processor; at least one memory; and at least one communication circuit, wherein the at least one processor is configured to: submit, via a user interface and over a public network, a function and a corresponding meta file to a health check system; upload the function to an object storage and store in the object storage; validate the meta file; when the meta file is validated, send a validation result to a plugin master table of a metadata database for storage, and retrieve the function from the object storage by a private network; validate, on the private network, the function; and when the function is validated, update a status of the function in the plugin master table, and add a schedule for execution of the validated function to a health check master table of the metadata database. ### Claim 20 A non-transitory computer readable storage medium that stores a computer program for performing a health check of a user configured function, the computer program, when executed by a processor, causing a system to perform a process comprising: submitting, via a user interface and over a public network, a function and a corresponding meta file to a health check system; uploading the function to an object storage and storing in the object storage; validating the meta file; when the meta file is validated, sending a validation result to a plugin master table of a metadata database for storage, and retrieving the function from the object storage by a private network; validating, on the private network, the function; and when the function is validated, updating a status of the function in the plugin master table, and adding a schedule for execution of the validated function to a health check master table of the metadata database.