Automated resources management for serverless applications

A set of non-transitory machine-readable media having computer code stored therein, which when executed by a set of one or more processors of a computing system, causes the computing system to perform operations for determining a resource configuration for a function as a service application, the operations comprising:

• generating, for each of one or more functions of the application, a performance profile of the function that indicates performance characteristics of the function with respect to an amount of resources allocated to the function;
• determining a resource configuration for the application based on an optimization objective and the performance profiles of the one or more functions;
• and
• deploying the application using the resource configuration determined for the application.

A computing device to determine a resource configuration for a function as a service application, the computing device comprising:

• one or more processors;
• and
• a non-transitory machine-readable medium having computer code stored therein, which when executed by the one or more processors, causes the computing device to:
• generate, for each of one or more functions of the application, a performance profile of the function that indicates performance characteristics of the function with respect to an amount of resources allocated to the function,
• determine a resource configuration for the application based on an optimization objective and the performance profiles of the one or more functions, and
• deploy the application using the resource configuration determined for the application.