Granted Patent B2

US 11,431,349 · App. 16/862,984 · Granted Aug 30, 2022

Inventors: Bing Liu (Tianjin, CN); Tao Chen (Beijing, CN)

Assignee: EMC IP Holding Company LLC

H03M7/30G06F3/0608G06F9/5077H04L69/04G06F2212/401

Abstract

Claims (69)

1. A processing data method, comprises:

determining target data that are used for determining a target compression level for a user;

compressing at least part of the target data using a plurality of compression levels of a compression algorithm to obtain a plurality of compression ratios and a plurality of compression latencies corresponding to the plurality of compression levels; and

determining the target compression level for the user for compressing data of the user based on the plurality of compression ratios and the plurality of compression latencies.

2. The method of claim 1 , wherein determining the target data comprises:

receiving a request from the user for storing data to be compressed;

in response to the request, determining whether a target compression level corresponding to the user is available for the compression algorithm; and

in response to determining that the target compression level is unavailable, determining the data to be compressed as the target data.

3. The method of claim 2 , further comprising:

compressing the data using the compression algorithm associated with the determined target compression level.

4. The method of claim 1 , wherein determining the target data comprises:

obtaining historical data related to the user; and

determining the historical data as the target data.

5. The method of claim 1 , wherein compressing at least part of the target data comprises:

compressing the at least part of the target data with a first compression level of the plurality of compression levels to obtain a first compression ratio and a first compression latency; and

compressing the at least part of the target data with a second compression level of the plurality of compression levels to obtain a second compression ratio and a second compression latency, wherein a compression degree for the first compression level is lower than that for the second compression level.

6. The method of claim 5 , wherein determining the target compression level for the user comprises:

determining a first ratio of the first compression ratio to the second compression ratio;

determining a second ratio of the first compression latency to the second compression latency; and

determining the target compression level based on the first ratio and the second ratio.

7. The method of claim 6 , wherein determining the target compression level based on the first ratio and the second ratio comprises:

determining that the first ratio is greater than or equal to a first threshold; and

in response to the first ratio being greater than or equal to the first threshold, determining the second compression level as the target compression level.

8. The method of claim 6 , wherein determining the target compression level based on the first ratio and the second ratio comprises:

in response to the first ratio being is less than the first threshold, determining whether the second ratio is less than a second threshold;

in response to the second ratio being less than the second threshold, determining the first compression level as the target compression level; and

in response to the second ratio being greater than or equal to the second threshold, determining the second compression level as the target compression level.

9. An electronic device, comprising:

a processor; and

a memory storing computer program instructions, the processor executing the computer program instructions in the memory to control the electronic device to perform a method, the method comprising:

determining target data that are used for determining a target compression level for a user;

compressing at least part of the target data using a plurality of compression levels of a compression algorithm to obtain a plurality of compression ratios and a plurality of compression latencies corresponding to the plurality of compression levels; and

determining the target compression level for the user for compressing data of the user based on the plurality of compression ratios and the plurality of compression latencies.

10. The electronic device of claim 9 , wherein determining the target data comprising:

receiving a request from the user for storing data to be compressed;

in response to the request, determining whether a target compression level corresponding to the user is available for the compression algorithm; and

in response to determining that the target compression level is unavailable, determining the data to be compressed as the target data.

11. The electronic device according to claim 10 , wherein the method further comprises:

compressing the data to be compressed for storage using the compression algorithm associated with the determined target compression level.

12. The electronic device according to claim 9 , wherein determining the target data comprising:

obtaining historical data related to the user; and

determining the historical data as the target data.

13. The electronic device claim 9 , wherein compressing at least part of the target data comprises:

compressing the at least part of the target data with a first compression level of the plurality of compression levels to obtain a first compression ratio and a first compression latency; and

compressing the at least part of the target data with a second compression level of the plurality of compression levels to obtain a second compression ratio and a second compression latency, wherein a compression degree for the first compression level is lower than that for the second compression level.

14. The electronic device of claim 13 , wherein determining the target compression level for the user comprises:

determining a first ratio of the first compression ratio to the second compression ratio;

determining a second ratio of the first compression latency to the second compression latency; and

determining the target compression level based on the first ratio and the second ratio.

15. The electronic device of claim 14 , wherein determining the target compression level based on the first ratio and the second ratio comprises:

determining that the first ratio is greater than or equal to a first threshold; and

in response to the first ratio being greater than or equal to the first threshold, determining the second compression level as the target compression level.

16. The electronic device of claim 14 , wherein determining the target compression level based on the first ratio and the second ratio comprises:

in response to the first ratio being is less than the first threshold, determining whether the second ratio is less than a second threshold;

in response to the second ratio being less than the second threshold, determining the first compression level as the target compression level; and

in response to the second ratio being greater than or equal to the second threshold, determining the second compression level as the target compression level.

17. A computer program product being tangibly stored on a non-volatile computer-readable medium and comprising machine-executable instructions which, when executed, cause a machine to perform steps of a method, the method comprising:

determining target data that are used for determining a target compression level for a user;

compressing at least part of the target data using a plurality of compression levels of a compression algorithm to obtain a plurality of compression ratios and a plurality of compression latencies corresponding to the plurality of compression levels; and

determining the target compression level for the user for compressing data of the user based on the plurality of compression ratios and the plurality of compression latencies.

18. The computer program product of claim 17 , wherein determining the target data comprises:

receiving a request from the user for storing data to be compressed;

in response to the request, determining whether a target compression level corresponding to the user is available for the compression algorithm; and

in response to determining that the target compression level is unavailable, determining the data to be compressed as the target data.

19. The computer program product of claim 18 , the method further comprising:

compressing the data using the compression algorithm associated with the determined target compression level.

20. The computer program product of claim 17 , wherein compressing at least part of the target data comprises:

compressing the at least part of the target data with a first compression level of the plurality of compression levels to obtain a first compression ratio and a first compression latency; and

compressing the at least part of the target data with a second compression level of the plurality of compression levels to obtain a second compression ratio and a second compression latency, wherein a compression degree for the first compression level is lower than that for the second compression level.

Assignments (9)

Priority Claims (1)

Continuity (1)