Systems and Methods for Efficient Data Preprocessing of Machine Learning Workloads
US-2024403138-A1 · Dec 5, 2024 · US
US9811385B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9811385-B2 |
| Application number | US-76908010-A |
| Country | US |
| Kind code | B2 |
| Filing date | Apr 28, 2010 |
| Priority date | Apr 28, 2010 |
| Publication date | Nov 7, 2017 |
| Grant date | Nov 7, 2017 |
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An electronic device includes a processing component and a task manager. The processing component is configurable for one of a single-core processing mode and a multi-core processing mode. The task manager determines a number of tasks running on the electronic device. The processor is configured to switch between either the single-core processing mode or the multi-core processing mode as a function of the number of tasks.
Opening claim text (preview).
What is claimed is: 1. An electronic device, comprising: a processing array including a plurality of processing cores, the processing component being configurable for one of a single-core processing mode and a multi-core processing mode, wherein the single-core processing mode comprises the processing array configured to execute an operating system in a first operating system mode using a first one of the processing cores, wherein the first operating system mode is optimized to perform a single task, and wherein the multi-core processing mode comprises the processing array configured to execute the operating system in a second operating system mode using the first one of the processing cores and a second one of the processing cores, wherein the second operating system mode is optimized to perform multiple tasks; and a task manager determining a number of user-operated tasks running on the electronic device, wherein the processing array is configured to operate in the single-core processing mode or the multi-core processing mode based only on the number of user-operated tasks, wherein the processing array operates in the single-core processing mode when the number of user-operated tasks is one and operates in the multi-core processing mode when the number of user-operated tasks is greater than one, wherein the single-core processing mode enables only the single task to be executed and disables a multi-core processing architecture. 2. The electronic device of claim 1 , further comprising: a memory for storing data of the electronic device. 3. The electronic device of claim 2 , further comprising: a bus connecting the processing array to the memory to enable accessing of the memory. 4. The electronic device of claim 1 , wherein the processing array is a multiple-core processor. 5. The electronic device of claim 4 , wherein a single core of the multiple-core processor is used during the single-core processing mode. 6. The electronic device of claim 4 , wherein the multiple-core processor is one of a dual-core processor and a quad-core processor. 7. The electronic device of claim 1 , wherein the processing array is a plurality of single-core processors. 8. The electronic device of claim 7 , wherein at least two of the plurality of single-core processors are used for the multi-core processing mode and one of the plurality of single-core processors is used for the single-core processing mode. 9. A method, comprising: determining a number of user-operated tasks running on an electronic device, the electronic device comprising a processing array including a plurality of processing cores, the processing array being configurable for one of a single-core processing mode and a multi-core processing mode, wherein the single-core processing mode comprises the processing component configured to execute an operating system in a first operating system mode using a first one of the processing cores, wherein the first operating system mode is optimized to perform a single task, and wherein the multi-core processing mode comprises the processing array configured to execute the operating system in a second operating system mode using the first one of the processing cores and a second one of the processing cores, wherein the second operating system mode is optimized to perform multiple tasks; and configuring the processing array to operate in the single-core processing mode or the multi-core processing mode based only on the number of user-operated tasks, wherein the processing array operates in the single-core processing mode when the number of user-operated tasks is one and operates in the multi-core processing mode when the number of user-operated tasks is greater than one, wherein the single-core processing mode enables only the single task to be executed and disables a multi-core processing architecture. 10. The method of claim 9 , wherein the electronic device further comprises a memory for storing data of the electronic device. 11. The method of claim 10 , wherein the electronic device further comprises a bus connecting the processing array to the memory to enable accessing of the memory. 12. The method of claim 9 , wherein the processing array is a multi-core processor. 13. The method of claim 12 , wherein a single core of the multi-core processor is used during the single-core processing mode. 14. The method of claim 9 , wherein the processing array is a plurality of single-core processors. 15. The method of claim 14 , wherein at least two of the plurality of single-core processors are used for the multi-core processing mode and one of the plurality of single-core processors is used for the single-core processing mode. 16. A non-transitory computer readable storage medium with an executable program stored thereon, wherein the program instructs a processor to perform operations, comprising: determining a number of user-operated tasks running on an electronic device, the electronic device comprising a processing array including a plurality of processing cores, the processing array being configurable for one of a single-core processing mode and a multi-core processing mode, wherein the single-core processing mode comprises the processing array configured to execute an operating system in a first operating system mode using a first one of the processing cores, wherein the first operating system mode is optimized to perform a single task, and wherein the multi-core processing mode comprises the processing array configured to execute the operating system in a second operating system mode using the first one of the processing cores and a second one of the processing cores, wherein the second operating system mode is optimized to perform multiple tasks; and configuring the processing array to operate in the single-core processing mode or the multi-core processing mode based only on the number of user-operated tasks, wherein the processing array operates in the single-core processing mode when the number of user-operated tasks is one and operates in the multi-core processing mode when the number of user-operated tasks is greater than one, wherein the single-core processing mode enables only the single task to be executed and disables a multi-core processing architecture.
considering the load · CPC title
where the allocation takes into account power or heat criteria (power management in computers in general G06F1/3203; thermal management in computers in general G06F1/206) · CPC title
Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues · CPC title
Partitioning or combining of resources · CPC title
according to execution mode, e.g. mode flag · CPC title
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