Allocating an application computation between a first and a second information handling system based on user's context, device battery state, and computational capabilities
The present disclosure relates to systems and methods for context-aware adaptive computing. In one embodiment, the present disclosure includes a method comprising receiving a request at a first information handling system (IHS) to perform an application computation. The method also includes determining a user's context, the user operating the first IHS, and ascertaining a battery state of the first IHS. The method further includes allocating the application computation between the first IHS and a second IHS based at least on the user's context and the battery state of the first IHS. The present disclosure also includes associated systems and apparatuses.
1. A method comprising:
receiving a request at a first information handling system (IHS) to perform an application computation;
determining a user's context, the user operating the first IHS, comprising:
determining a default user style of the user, selected from a predetermined set of styles;
storing patterns of use of the first IHS by the user; and
predicting patterns of use of the first IHS by the user based at least on the stored patterns of use and the default user style of the user;
ascertaining a battery state of the first IHS;
determining computational capabilities of the first and the second IHS; and allocating the application computation between the first IHS and a second IHS, wherein a first portion of the application is allocated to the first IHS and a second portion of the application is allocated to the second IHS based at least on the user's context, the battery state of the first IHS, and the computational capabilities of the first and the second IHSs.
2. The method of claim 1 , wherein determining the user's context comprises:
determining at least one of speed, bandwidth, latency, or error rate of a connection between the first IHS and the second IHS; and
determining a communication cost of communicating via the connection.
3. The method of claim 2 , further comprising modifying the connection to optimize the application computation.
4. The method of claim 1 , wherein allocating the application computation is also based on at least one of a location of data to be used in the application computation, a location of the first IHS, a time of use of the first IHS, and a security policy.
5. The method of claim 1 , wherein alternative computations related to the application computation are performed at a different IHS than the application computation.
6. The method of claim 1 , wherein allocating the application computation is further based on a computation cost of the application computation.
7. A non-transitory computer-readable medium containing instructions that, when executed by a processor, are configured to:
receive a request at a first information handling system (IHS) to perform an application computation;
determine a user's context, the user operating the first IHS, comprising:
determine a default user style of the user, selected from a predetermined set of styles;
store patterns of use of the first IHS by the user; and
predict patterns of use of the first IHS by the user based at least on the stored patterns of use and the default user style of the user;
ascertain a battery state of the first IHS;
determine computational capabilities of the first and the second IHS; and allocate the application computation between the first IHS and a second IHS, wherein a first portion of the application is allocated to the first IHS and a second portion of the application is allocated to the second IHS based at least on the user's context, the battery state of the first IHS, and the computational capabilities of the first and the second IHSs.
8. The computer-readable medium of claim 7 , wherein determining the user's context comprises:
determining at least one of speed, bandwidth, latency, or error rate of a connection between the first IHS and the second IHS; and
determining a communication cost of communicating via the connection.
9. The computer-readable medium of claim 8 , the instructions further configured to modify the connection to optimize the application computation.
10. The computer-readable medium of claim 7 , wherein allocating the application computation is also based on at least one of a location of data to be used in the application computation, a location of the first IHS, a time of use of the first IHS, and a security policy.
11. The computer-readable medium of claim 7 , wherein alternative computations related to the application computation are performed at a different IHS than the application computation.
12. The computer-readable medium of claim 7 , wherein allocating the application computation is further based on a computation cost of the application computation.
13. A system comprising:
a processor; and
a non-transitory computer-readable medium containing instructions that, when executed by a processor, are configured to:
receive a request at a first information handling system (IHS) to perform an application computation;
determine a user's context, the user operating the first IHS, comprising:
determine a default user style of the user, selected from a predetermined set of styles;
store patterns of use of the first IHS by the user; and
predict patterns of use of the first IHS by the user based at least on the stored patterns of use and the default user style of the user;
ascertain a battery state of the first IHS;
determine computational capabilities of the first and the second IHS; and
allocate the application computation between the first IHS and a second IHSs, wherein a first portion of the application is allocated to the first IHS and a second portion of the application is allocated to the second IHS based at least on the user's context, the battery state of the first IHS, and the computational capabilities of the first and the second IHSs.
14. The system of claim 13 , wherein determining the user's context comprises:
determining at least one of speed, bandwidth, latency, or error rate of a connection between the first IHS and the second IHS; and
determining a communication cost of communicating via the connection.
15. The system of claim 14 , the instructions further configured to modify the connection to optimize the application computation.
16. The system of claim 13 , wherein allocating the application computation is also based on at least one of a location of data to be used in the application computation, a location of the first IHS, a time of use of the first IHS, and a security policy.
17. The system of claim 13 , wherein alternative computations related to the application computation are performed at a different IHS than the application computation.
18. The system of claim 13 , wherein allocating the application computation is further based on a computation cost of the application computation.