Artificial intelligence-based application guard
Techniques for safe guarding of functionalities of a computer program in an information processing system are disclosed. For example, a method comprises the following steps. A plurality of criticality levels is obtained for a plurality of functionalities of a computer program configured to execute on a computer system, wherein the computer system comprises one or more resources usable to execute the computer program. Data is collected for the plurality of functionalities of the computer program. Usage of the one or more resources for executing the plurality of functionalities of the computer program for a given set of data is predicted. Execution of a portion of the plurality of functionalities of the computer program is ensured based on the predicted usage of the one or more resources and the criticality level for each of the plurality of functionalities.
1. A system, comprising:
at least one processing device comprising a processor operatively coupled to a memory, wherein the at least one processing device is configured to:
register a plurality of functionalities of a computer program configured to execute on a computer system, wherein the computer system comprises one or more resources usable to execute the computer program;
assign criticality levels for at least some of the functionalities of the computer program;
predict usage of the one or more resources for executing the plurality of functionalities of the computer program for a given set of data; and
ensure execution of a portion of the plurality of functionalities of the computer program based on the predicted usage of the one or more resources and the criticality level for the at least some of the plurality of functionalities of the computer program.
2. The system of claim 1 , wherein the at least one processing device is further configured to obtain a plurality of priority values for the plurality of functionalities.
3. The system of claim 1 , wherein the computer program comprises an application.
4. The system of claim 3 , wherein the plurality of functionalities comprises one or more of a business function, a process, a method, a thread, a service, a set of code, or parts thereof, associated with the application.
5. The system of claim 1 , wherein the collected data comprises performance attributes over a given time period for execution of one or more of the plurality of functionalities of the computer program.
6. The system of claim 5 , wherein the performance attributes for a given one of the plurality of functionalities comprise one or more of a memory usage, a processor usage, a disk usage, and one or more time attributes.
7. The system of claim 1 , wherein the at least one processing device is further configured to predict usage of the one or more resources for executing the plurality of functionalities of the computer program for the given set of data using a linear regression algorithm.
8. The system of claim 1 , wherein the plurality of criticality levels comprises low, medium, high and critical.
9. The system of claim 8 , wherein the at least one processing device is further configured to ensure execution of a portion of the plurality of functionalities of the computer program by one or more of de-allocating memory, deleting one or more temporary data files, terminating one or more functionalities with a given criticality level, rescheduling one or more functionalities with a given criticality level, and ensuring one or more functionalities with a given criticality level are resource-ready for a given time.
10. The system of claim 1 , wherein the at least one processing device is further configured to perform the registering, the assigning, the predicting, and the ensuring for a plurality of functionalities of another computer program.
11. The system of claim 10 , wherein the at least one processing device is further configured to perform the ensuring differently for the one computer program compared to the other computer program.
12. The system of claim 1 wherein the at least one processing device is configured to utilize a function criticality manager to perform the steps of registering and assigning, the function criticality manager receiving input by at least one user.
13. A method, comprising:
registering a plurality of functionalities of a computer program configured to execute on a computer system, wherein the computer system comprises one or more resources usable to execute the computer program;
assigning criticality levels for at least some of the functionalities of the computer program;
predicting usage of the one or more resources for executing the plurality of functionalities of the computer program for a given set of data; and
ensuring execution of a portion of the plurality of functionalities of the computer program based on the predicted usage of the one or more resources and the criticality level for the at least some of the plurality of functionalities of the computer program;
wherein the steps are performed by at least one processing device comprising a processor operatively coupled to a memory.
14. The method of claim 13 , further comprising obtaining a plurality of priority values for the plurality of functionalities.
15. The method of claim 13 , wherein the computer program comprises an application and the plurality of functionalities comprises one or more of a business function, a process, a method, a thread, a service, a set of code, or parts thereof, associated with the application.
16. The method of claim 13 , wherein the collected data comprises performance attributes over a given time period for execution of one or more of the plurality of functionalities of the computer program, and wherein the performance attributes for a given one of the plurality of functionalities comprise one or more of a memory usage, a processor usage, a disk usage, and one or more time attributes.
17. The method of claim 13 , wherein predicting usage of the one or more resources for executing the plurality of functionalities of the computer program for the given set of data uses a linear regression algorithm.
18. The method of claim 13 , wherein ensuring execution of a portion of the plurality of functionalities of the computer program further comprises one or more of de-allocating memory, deleting one or more temporary data files, terminating one or more functionalities with a given criticality level, rescheduling one or more functionalities with a given criticality level, and ensuring one or more functionalities with a given criticality level are resource-ready for a given time.
19. An article of manufacture comprising a non-transitory processor-readable storage medium having stored therein program code of one or more software programs, wherein the program code when executed by at least one processing device causes said at least one processing device to perform steps of:
registering a plurality of functionalities of a computer program configured to execute on a computer system, wherein the computer system comprises one or more resources usable to execute the computer program;
assigning criticality levels for at least some of the functionalities of the computer program;
predicting usage of the one or more resources for executing the plurality of functionalities of the computer program for a given set of data; and
ensuring execution of a portion of the plurality of functionalities of the computer program based on the predicted usage of the one or more resources and the criticality level for the at least some of the plurality of functionalities of the computer program.
20. The article of manufacture of claim 19 , wherein the at least one processing device is further configured to obtain a plurality of priority values for the plurality of functionalities.