IP Library Granted Patent US 9,311,322
Granted Patent B2
US 9,311,322 · App. 14/498,597 · Granted Apr 12, 2016

Heat indices for file systems and block storage

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Quick Facts
Patent No.
US 9,311,322
App. No.
14/498,597
Granted
Apr 12, 2016
Kind
B2
Abstract

Techniques and mechanisms are provided to allow for selective optimization, including deduplication and/or compression, of portions of files and data blocks. Data access is monitored to generate a heat index for identifying sections of files and volumes that are frequently and infrequently accessed. These frequently used portions may be left non-optimized to reduce or eliminate optimization I/O overhead. Infrequently accessed portions can be more aggressively optimized.

Claims (27)

1. A method, comprising:

determining whether a first portion of a file is less frequently accessed than a second portion of the file;

based on a determination that the first portion of the file is less frequently accessed than the second portion of the file, performing optimization using a higher reduction ratio on the first portion of the file than on the second portion of the file.

2. The method of claim 1 , wherein access comprises processor read and write access.

3. The method of claim 1 , further comprising monitoring access to a plurality of portions comprises maintaining access time information.

4. The method of claim 1 , further comprising maintaining a heat index.

5. The method of claim 1 , wherein optimization comprises compression.

6. The method of claim 1 , wherein the second portion of the file is left unoptimized.

7. The method of claim 1 , wherein a third portion of the file is accessed more frequently than the second portion of the file.

8. The method of claim 1 , wherein an optimization scale is applied to determine reduction rate during optimization based on the frequency of access.

9. The method of claim 1 , wherein a heat index is used to determine reduction rate during optimization based on the frequency of access.

10. The method of claim 1 , wherein optimization comprises deduplication or compression.

11. An apparatus, comprising:

a processor configured determine whether a first portion of a file is less frequently accessed than a second portion of the file;

wherein the processor is further configured to optimize the file; wherein optimization is performed using a higher reduction ratio on the first portion of the file than on the second portion of the file based on a determination that the first portion of the file is less frequently accessed than the second portion of the file.

12. The apparatus of claim 11 , wherein access comprises processor read and write access.

13. The apparatus of claim 11 , wherein the processor is further configured to monitor access to a plurality of portions comprises maintaining access time information.

14. The apparatus of claim 11 , wherein the processor is further configured to maintain a heat index.

15. The apparatus of claim 11 , wherein optimization comprises deduplication or compression.

16. The apparatus of claim 11 , wherein the second portion of the file is left unoptimized.

17. The apparatus of claim 11 , wherein a third portion of the file is accessed more frequently than the second portion of the file.

18. The apparatus of claim 11 , wherein an optimization scale is applied to determine reduction rate during optimization based on the frequency of access.

19. The apparatus of claim 11 , wherein a heat index is used to determine reduction rate during optimization based on the frequency of access.

20. A non-transitory computer readable medium, comprising:

computer code for determining whether a first portion of a file is less frequently accessed than a second portion of the file; and

computer code for optimizing the file;

wherein optimization is performed using a higher reduction ratio on the first portion of the file than on the second portion of the file based on a determination that the first portion of the file is less frequently accessed than the second portion of the file.

Assignments (27)
RELEASE OF SECURITY INTEREST Recorded Nov 19, 2025
From: MORGAN STANLEY SENIOR FUNDING, INC.
To: QUEST SOFTWARE INC.; ANALYTIX DATA SERVICES INC.; BINARYTREE.COM LLC; ERWIN, INC.
Reel/Frame 073606/0001 →
RELEASE OF SECURITY INTEREST Recorded Nov 18, 2025
From: GOLDMAN SACHS BANK USA, AS COLLATERAL AGENT
To: QUEST SOFTWARE INC.; ANALYTIX DATA SERVICES INC.; BINARYTREE.COM LLC; ERWIN, INC.
Reel/Frame 073613/0326 →
SECURITY INTEREST Recorded Jun 8, 2025
From: QUEST SOFTWARE INC.; ANALYTIX DATA SERVICES INC.; ERWIN, INC.
To: ALTER DOMUS (US) LLC
Reel/Frame 071527/0649 →
SECURITY INTEREST Recorded Jun 8, 2025
From: QUEST SOFTWARE INC.; ANALYTIX DATA SERVICES INC.; ERWIN, INC.
To: ALTER DOMUS (US) LLC
Reel/Frame 071527/0001 →
SECOND LIEN INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Feb 2, 2022
From: QUEST SOFTWARE INC.; ANALYTIX DATA SERVICES INC.; BINARYTREE.COM LLC; ERWIN, INC.; ONE IDENTITY LLC; ONELOGIN, INC.; ONE IDENTITY SOFTWARE INTERNATIONAL DESIGNATED ACTIVITY COMPANY
To: MORGAN STANLEY SENIOR FUNDING, INC.
Reel/Frame 058952/0279 →
FIRST LIEN INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Feb 2, 2022
From: QUEST SOFTWARE INC.; ANALYTIX DATA SERVICES INC.; BINARYTREE.COM LLC; ERWIN, INC.; ONE IDENTITY LLC; ONELOGIN, INC.; ONE IDENTITY SOFTWARE INTERNATIONAL DESIGNATED ACTIVITY COMPANY
To: GOLDMAN SACHS BANK USA
Reel/Frame 058945/0778 →
RELEASE OF SECOND LIEN SECURITY INTEREST IN PATENTS Recorded Feb 2, 2022
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
To: QUEST SOFTWARE INC.
Reel/Frame 059096/0683 →
RELEASE OF FIRST LIEN SECURITY INTEREST IN PATENTS Recorded Feb 2, 2022
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
To: QUEST SOFTWARE INC.
Reel/Frame 059105/0479 →
FIRST LIEN PATENT SECURITY AGREEMENT Recorded Jun 7, 2018
From: QUEST SOFTWARE INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 046327/0347 →
SECOND LIEN PATENT SECURITY AGREEMENT Recorded Jun 7, 2018
From: QUEST SOFTWARE INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 046327/0486 →
RELEASE OF FIRST LIEN SECURITY INTEREST IN PATENTS RECORDED AT R/F 040581/0850 Recorded May 22, 2018
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
To: QUEST SOFTWARE INC. (F/K/A DELL SOFTWARE INC.); AVENTAIL LLC
Reel/Frame 046211/0735 →
CORRECTIVE ASSIGNMENT TO CORRECT THE ASSIGNEE PREVIOUSLY RECORDED AT REEL: 040587 FRAME: 0624. ASSIGNOR(S) HEREBY CONFIRMS THE ASSIGNMENT. Recorded Nov 28, 2017
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: QUEST SOFTWARE INC. (F/K/A DELL SOFTWARE INC.); AVENTAIL LLC
Reel/Frame 044811/0598 →
SECOND LIEN PATENT SECURITY AGREEMENT Recorded Nov 10, 2016
From: DELL SOFTWARE INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 040587/0624 →
FIRST LIEN PATENT SECURITY AGREEMENT Recorded Nov 9, 2016
From: DELL SOFTWARE INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 040581/0850 →
CHANGE OF NAME Recorded Nov 2, 2016
From: DELL SOFTWARE INC.
To: QUEST SOFTWARE INC.
Reel/Frame 040551/0885 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 31, 2016
From: DELL PRODUCTS L.P.
To: DELL SOFTWARE INC.
Reel/Frame 040520/0220 →
RELEASE OF SECURITY INTEREST IN CERTAIN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (040039/0642) Recorded Oct 31, 2016
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A.
To: AVENTAIL LLC; DELL PRODUCTS L.P.; DELL SOFTWARE INC.
Reel/Frame 040521/0016 →
RELEASE OF SECURITY INTEREST Recorded Oct 31, 2016
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: AVENTAIL LLC; DELL PRODUCTS, L.P.; DELL SOFTWARE INC.
Reel/Frame 040521/0467 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 21, 2016
From: DINKAR, ABHIJIT; JAYARAMAN, VINOD; BASHYAM, MURALI; RAO, GOUTHAM
To: DELL PRODUCTS L.P.
Reel/Frame 040090/0038 →
RELEASE OF REEL 034591 FRAME 0391 (TL) Recorded Sep 14, 2016
From: BANK OF AMERICA, N.A., AS COLLATERAL AGENT
To: DELL PRODUCTS L.P.
Reel/Frame 040027/0719 →
SECURITY AGREEMENT Recorded Sep 14, 2016
From: AVENTAIL LLC; DELL PRODUCTS L.P.; DELL SOFTWARE INC.
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
Reel/Frame 040039/0642 →
SECURITY AGREEMENT Recorded Sep 14, 2016
From: AVENTAIL LLC; DELL PRODUCTS, L.P.; DELL SOFTWARE INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 040030/0187 →
RELEASE OF REEL 034590 FRAME 0731 (NOTE) Recorded Sep 14, 2016
From: BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS COLLATERAL AGENT
To: DELL PRODUCTS L.P.
Reel/Frame 040027/0070 →
RELEASE OF REEL 034590 FRAME 0696 (ABL) Recorded Sep 13, 2016
From: BANK OF AMERICA, N.A., AS ADMINISTRATIVE AGENT
To: DELL PRODUCTS L.P.
Reel/Frame 040016/0964 →
SUPPLEMENT TO PATENT SECURITY AGREEMENT (ABL) Recorded Dec 10, 2014
From: DELL PRODUCTS L.P.; DELL SOFTWARE INC.; FORCE10 NETWORKS, INC.; WYSE TECHNOLOGY L.L.C.
To: BANK OF AMERICA, N.A., AS ADMINISTRATIVE AGENT
Reel/Frame 034590/0696 →
SUPPLEMENT TO PATENT SECURITY AGREEMENT (NOTES) Recorded Dec 10, 2014
From: DELL PRODUCTS L.P.; DELL SOFTWARE INC.; FORCE10 NETWORKS, INC.; WYSE TECHNOLOGY L.L.C.
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
Reel/Frame 034590/0731 →
SUPPLEMENT TO PATENT SECURITY AGREEMENT (TERM LOAN) Recorded Dec 10, 2014
From: DELL PRODUCTS L.P.; DELL SOFTWARE INC.; FORCE10 NETWORKS, INC.; WYSE TECHNOLOGY L.L.C.
To: BANK OF AMERICA, N.A., AS COLLATERAL AGENT
Reel/Frame 034591/0391 →