IP Library Granted Patent US 9,535,919
Granted Patent B2
US 9,535,919 · App. 13/836,318 · Granted Jan 3, 2017

Method and apparatus for selectively deleting cached records

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Quick Facts
Patent No.
US 9,535,919
App. No.
13/836,318
Granted
Jan 3, 2017
Kind
B2
Abstract

A method, apparatus and computer program product selectively delete records from a cache in a manner that not only takes into account usage of the record, but also the cost associated with the generation of the record. In regards to a method, a cost associated with generation of a record maintained in a cache is determined. The cost may be defined in terms of the time consumed to generate the record. The method also determines usage of the record. At least one of the cost or the usage may be determined on a relative basis with respect to the cost or the usage, respectively, of other records maintained in the cache. Further, the method determines whether the record should be deleted from the cache based upon the cost and the usage of the record. Based on this determination, the record may be selectively deleted from or retained within the cache.

Claims (33)

1. A method comprising:

determining a cost associated with initial generation of a record that is then maintained in a cache by determining the cost in terms of time consumed to initially generate the record with the time consumed to initially generate the record being based upon time required to generate search results from a search of a database in response to a database query with the search results then stored in the cache;

determining usage of the record including retrieval of the record with the usage occurring following storage of the record in the cache, wherein at least one of the cost or the usage is determined on a relative basis with respect to the cost or the usage, respectively, of other records maintained in the cache;

combining a representation of the cost with a representation of the usage of the record to define a score; and

determining, with a processor, whether the record is to be deleted from the cache based upon the cost and the usage of the record, wherein determining whether the record is to be deleted comprises comparing the score based upon a combination of the representation of the cost and the representation of the usage of the record to a predefined threshold.

2. A method according to claim 1 further comprising determining a cost ratio of the cost associated with generation of the record and an average cost associated with generation of other records maintained in the cache, and wherein determining whether the record is to be deleted comprises determining whether the record is to be deleted from the cache based upon the cost ratio.

3. A method according to claim 2 wherein the representation of the cost comprises the cost ratio.

4. A method according to claim 3 wherein combining the cost ratio with the representation of the usage of the record comprises individually weighting the cost ratio and the representation of the usage of the record to define the score.

5. A method according to claim 1 wherein determining usage of the record comprises determining an average number of retrievals of the record in a predefined time period since a most recent refresh of the record.

6. A method according to claim 1 wherein determining usage of the record comprises determining a representation of time remaining prior to expiration of the record.

7. A method according to claim 1 wherein determining whether the record is to be deleted from the cache based upon the cost and the usage of the record comprises determining whether the record is to be deleted from the cache without consideration of a size of the cache.

8. A method according to claim 1 wherein determining usage of the record comprises determining usage of the record based on a number of retrievals of the record following storage in the cache.

9. An apparatus comprising a hardware processing circuitry configured to:

determine a cost associated with initial generation of a record that is then maintained in a cache by determining the cost in terms of time consumed to initially generate the record with the time consumed to initially generate the record being based upon time required to generate search results from a search of a database in response to a database query with the search results then stored in the cache;

determine usage of the record including retrieval of the record with the usage occurring following storage of the record in the cache;

combine a representation of the cost with a representation of the usage of the record to define a score; and

determine whether the record is to be deleted from the cache based upon the cost and the usage of the record, wherein the processing circuitry is configured to determine at least one of the cost or the usage on a relative basis with respect to the cost or the usage, respectively, of other records maintained in the cache, wherein the hardware processing circuitry is configured to determine whether the record is to be deleted by comparing the score based upon a combination of the representation of the cost and the representation of the usage of the record to a predefined threshold.

10. An apparatus according to claim 9 wherein the processing circuitry is further configured to determine a cost ratio of the cost associated with generation of the record and an average cost associated with generation of other records maintained in the cache, and wherein the processing circuitry is configured to determine whether the record is to be deleted by determining whether the record is to be deleted from the cache based upon the cost ratio.

11. An apparatus according to claim 10 wherein the representation of the cost comprises the cost ratio.

12. An apparatus according to claim 11 wherein the processing circuitry is configured to combine the cost ratio with the representation of the usage of the record by individually weighting the cost ratio and the representation of the usage of the record to define the score.

13. An apparatus according to claim 9 wherein the processing circuitry is configured to determine usage of the record by determining an average number of retrievals of the record in a predefined time period since a most recent refresh of the record.

14. An apparatus according to claim 9 wherein the processing circuitry is configured to determine usage of the record by determining a representation of time remaining prior to expiration of the record.

15. An apparatus according to claim 9 wherein the processing circuitry is configured to determine whether the record is to be deleted from the cache based upon the cost and the usage of the record without consideration of a size of the cache.

16. An apparatus according to claim 9 wherein the processing circuitry is configured to determine usage of the record by determining usage of the record based on a number of retrievals of the record following storage in the cache.

17. A non-transitory computer readable storage medium comprising instructions that, when executed by a processor, cause the processor to:

determine a cost associated with initial generation of a record that is then maintained in a cache by determining the cost in terms of time consumed to initially generate the record with the time consumed to initially generate the record being based upon time required to generate search results from a search of a database in response to a database query with the search results then stored in the cache;

determine usage of the record including retrieval of the record with the usage occurring following storage of the record in the cache, wherein at least one of the cost or the usage is determined on a relative basis with respect to the cost or the usage, respectively, of other records maintained in the cache;

combine a representation of the cost with a representation of the usage of the record to define a score; and

determine whether the record is to be deleted from the cache based upon the cost and the usage of the record, wherein the processor is caused to determine whether the record is to be deleted by comparing the score based upon a combination of the representation of the cost and the representation of the usage of the record to a predefined threshold.

18. A non-transitory computer readable storage medium according to claim 17 wherein the instructions, when executed by the processor, further cause the processor to determine a cost ratio of the cost associated with generation of the record and an average cost associated with generation of other records maintained in the cache, and wherein determining whether the record is to be deleted comprises determining whether the record is to be deleted from the cache based upon the cost ratio.

19. A non-transitory computer readable storage medium according to claim 18 wherein the representation of the cost comprises the cost ratio.

20. A non-transitory computer readable storage medium according to claim 17 wherein determining whether the record is to be deleted from the cache based upon the cost and the usage of the record comprises determining whether the record is to be deleted from the cache without consideration of a size of the cache.

21. A non-transitory computer readable storage medium according to claim 17 wherein determining usage of the record comprises determining usage of the record based on a number of retrievals of the record following storage in the cache.

Assignments (16)
MERGER Recorded May 28, 2025
From: SYNTELLIS PERFORMANCE SOLUTIONS, LLC
To: STRATA DECISION TECHNOLOGY, LLC
Reel/Frame 071231/0864 →
RELEASE OF SECURITY INTEREST IN PATENTS (REEL/FRAME 053388/0001) Recorded Aug 14, 2023
From: PNC BANK, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
To: SYNTELLIS PERFORMANCE SOLUTIONS, LLC
Reel/Frame 064584/0678 →
RELEASE OF SECURITY INTEREST Recorded Oct 5, 2022
From: BANK OF AMERICA, N.A.
To: CHANGE HEALTHCARE RESOURCES, LLC (FORMERLY KNOWN AS ALTEGRA HEALTH OPERATING COMPANY LLC); CHANGE HEALTHCARE SOLUTIONS, LLC; CHANGE HEALTHCARE PERFORMANCE, INC. (FORMERLY KNOWN AS CHANGE HEALTHCARE, INC.); CHANGE HEALTHCARE OPERATIONS, LLC; CHANGE HEALTHCARE HOLDINGS, INC.; CHANGE HEALTHCARE TECHNOLOGIES, LLC (FORMERLY KNOWN AS MCKESSON TECHNOLOGIES LLC); CHANGE HEALTHCARE HOLDINGS, LLC
Reel/Frame 061620/0054 →
SECURITY INTEREST Recorded Aug 3, 2020
From: SYNTELLIS PERFORMANCE SOLUTIONS, LLC
To: PNC BANK, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
Reel/Frame 053388/0001 →
RELEASE OF THE SECURITY INTEREST RECORDED AT REEL/FRAME 053009/0211 Recorded Aug 3, 2020
From: ARES CAPITAL CORPORATION
To: SYNTELLIS PERFORMANCE SOLUTIONS, LLC
Reel/Frame 053382/0588 →
CHANGE OF NAME Recorded Jul 17, 2020
From: CONNECTED ANALYTICS OPERATIONS, LLC
To: SYNTELLIS PERFORMANCE SOLUTIONS, LLC
Reel/Frame 053238/0516 →
SECURITY INTEREST Recorded Jun 23, 2020
From: SYNTELLIS PERFORMANCE SOLUTIONS, LLC
To: ARES CAPITAL CORPORATION
Reel/Frame 053009/0211 →
RELEASE OF SECURITY INTEREST Recorded May 1, 2020
From: BANK OF AMERICA, N.A., AS COLLATERAL AGENT
To: CHANGE HEALTHCARE HOLDINGS, LLC
Reel/Frame 052551/0376 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 1, 2020
From: CHANGE HEALTHCARE HOLDINGS, LLC
To: CONNECTED ANALYTICS OPERATIONS, LLC
Reel/Frame 052550/0968 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 23, 2018
From: CHANGE HEALTHCARE LLC
To: CHANGE HEALTHCARE HOLDINGS, LLC
Reel/Frame 046449/0899 →
CHANGE OF ADDRESS Recorded Mar 23, 2017
From: CHANGE HEALTHCARE LLC
To: CHANGE HEALTHCARE LLC
Reel/Frame 042082/0061 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 10, 2017
From: PF2 IP LLC
To: CHANGE HEALTHCARE LLC
Reel/Frame 041966/0356 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 9, 2017
From: MCKESSON CORPORATION
To: PF2 IP LLC
Reel/Frame 041938/0501 →
SECURITY AGREEMENT Recorded Mar 2, 2017
From: CHANGE HEALTHCARE HOLDINGS, LLC; CHANGE HEALTHCARE, INC.; CHANGE HEALTHCARE HOLDINGS, INC.; CHANGE HEALTHCARE OPERATIONS, LLC; CHANGE HEALTHCARE SOLUTIONS, LLC; ALTEGRA HEALTH OPERATING COMPANY LLC; MCKESSON TECHNOLOGIES LLC
To: BANK OF AMERICA, N.A., AS COLLATERAL AGENT
Reel/Frame 041858/0482 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 12, 2017
From: MCKESSON FINANCIAL HOLDINGS UNLIMITED COMPANY
To: MCKESSON CORPORATION
Reel/Frame 041355/0408 →
CHANGE OF NAME Recorded Jan 11, 2017
From: MCKESSON FINANCIAL HOLDINGS
To: MCKESSON FINANCIAL HOLDINGS UNLIMITED COMPANY
Reel/Frame 041329/0879 →