IP Library Granted Patent US 7,979,404
Granted Patent B2
US 7,979,404 · App. 10/943,541 · Granted Jul 12, 2011

Extracting data changes and storing data history to allow for instantaneous access to and reconstruction of any point-in-time data

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Quick Facts
Patent No.
US 7,979,404
App. No.
10/943,541
Granted
Jul 12, 2011
Kind
B2
Abstract

A “forward” delta data management technique uses a “sparse” index associated with a delta file to achieve both delta management efficiency and to eliminate read latency while accessing history data. The invention may be implemented advantageously in a data management system that provides real-time data services to data sources associated with a set of application host servers. To facilitate a given data service, a host driver embedded in an application server connects an application and its data to a cluster. The host driver captures real-time data transactions, preferably in the form of an event journal that is provided to the data management system. In particular, the driver functions to translate traditional file/database/block I/O into a continuous, application-aware, output data stream. In an illustrative embodiment, a given application aware data stream is processed through a multi-stage data reduction process to produce a compact data representation from which an “any point-in-time” reconstruction of the original data can be made.

Claims (38)

1. A method for capturing and storing a data history of a file to enable instantaneous access to and reconstruction of any version of the file, comprising:

for a first version of the file at a first location:

storing a full copy of the file at a second location;

generating a first byte range index at the second location;

wherein the first byte range index references the entire contents of the full copy of the file;

storing the first byte range index at the second location; and

labeling the contents of the file referenced by the first byte range index as the first version of the file;

for a second version of the file at the first location:

comparing the second version of the file to the first version of the file to generate one or more delta strings associated with the second version of the file;

storing the one or more delta strings associated with the second version of the file at the second location;

generating a second byte range index at the second location that refers to bytes in the full copy of the file and to bytes in the one or more delta strings associated with the second version of the file;

wherein the second byte range index references the entire contents of the second version of the file;

storing the second byte range index at the second location;

wherein storing the second byte range index does not overwrite the first byte range index;

labeling the contents referenced by the second byte range index as the second version of the file; and

using the second byte range index to enable instantaneous access to and reconstruction of the second version of the file without having to apply to the full copy of the file the one or more delta strings associated with the second version of the file.

2. The method as described in claim 1 further including:

for an nth version of the file at the first location:

comparing the nth version of the file to an (n−1)th version of the file to generate one or more delta strings associated with the nth version of the file;

storing the one or more delta strings associated with the nth version of the file at the second location;

generating a nth byte range index at the second location that refers to bytes in the full copy of the file, to bytes in the one or more delta strings associated with any of the second to (n−1)th versions of the file, and to bytes in the one or more delta strings associated with the nth version of the file;

wherein the nth byte range index references the entire contents of the nth version of the file;

storing the nth byte range index at the second location;

wherein storing the nth byte range index does not overwrite the first to (n−1)th byte range indexes;

labeling the contents referenced by the nth byte range index as an nth version of the file.

3. The method as described in claim 2 further including:

using the nth byte range index to enable instantaneous access to and reconstruction of the nth version of the file without having to apply to the full copy of the file the one or more delta strings associated with any of the second to nth versions of the file.

4. The method as described in claim 1 wherein the comparing step utilizes a signature-based algorithm that performs checksum-based delta extraction to generate the one or more delta strings.

5. The method as described in claim 1 wherein the comparing step includes a first stage, and a second stage, wherein the first stage generates a first, coarse data reduction, and the second stage generates a second, more fine-grained data reduction.

6. The method as described in claim 5 wherein the first stage occurs at the first location, and the second stage occurs at the second location remote from the first location.

7. The method as described in claim 5 wherein, as compared to the second location, the first location utilizes less processing capability to perform the comparing step.

8. The method as described in claim 5 wherein, during the first stage, a digital signature of a block of an nth version of the file is compared to a digital signature of a corresponding block of an (n−1)th version of the file to generate a delta string.

9. The method as described in claim 8 wherein, during the second stage, a digital signature of the block of nth version is compared to a digital signature of a corresponding block of the (n−1)th version of the file to generate another delta string, where the block that is processed during the second stage is smaller than the block that is processed in the first stage.

10. The method as described in claim 1 wherein each byte range index comprises a set of one or more entries, each entry comprising a start byte-end byte sequence and a reference value that represents contents of the file within the start byte-end byte sequence.

11. The method as described in claim 10 wherein the reference refers to a data range of the full copy or any delta string of any version of the file.

12. The method as described in claim 10 wherein the reference refers to a content file associated with the file, an offset in the content file, and a length or end byte of the content file.

13. The method as described in claim 10 wherein the reference refers to a physical storage location.

14. The method as described in claim 1 wherein a given version of the file represents an application checkpoint, a user file save, or a file close.

Assignments (28)
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 →
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 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 →
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 →
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 →
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 →
CHANGE OF NAME Recorded Dec 6, 2017
From: DELL SOFTWARE INC.
To: QUEST SOFTWARE INC.
Reel/Frame 044800/0848 →
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 →
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 →
RELEASE OF SECURITY INTEREST Recorded Sep 14, 2016
From: BANK OF AMERICA, N.A., AS COLLATERAL AGENT
To: DELL MARKETING L.P.; ASAP SOFTWARE EXPRESS, INC.; APPASSURE SOFTWARE, INC.; COMPELLENT TECHNOLOGIES, INC.; CREDANT TECHNOLOGIES, INC.; DELL INC.; DELL PRODUCTS L.P.; DELL USA L.P.; DELL SOFTWARE INC.; FORCE10 NETWORKS, INC.; PEROT SYSTEMS CORPORATION; SECUREWORKS, INC.; WYSE TECHNOLOGY L.L.C.
Reel/Frame 040040/0001 →
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 →
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 →
RELEASE OF SECURITY INTEREST Recorded Sep 14, 2016
From: BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS COLLATERAL AGENT
To: DELL MARKETING L.P.; ASAP SOFTWARE EXPRESS, INC.; APPASSURE SOFTWARE, INC.; COMPELLENT TECHNOLOGIES, INC.; CREDANT TECHNOLOGIES, INC.; DELL INC.; DELL PRODUCTS L.P.; DELL USA L.P.; DELL SOFTWARE INC.; FORCE10 NETWORKS, INC.; PEROT SYSTEMS CORPORATION; SECUREWORKS, INC.; WYSE TECHNOLOGY L.L.C.
Reel/Frame 040065/0618 →
RELEASE OF SECURITY INTEREST Recorded Sep 13, 2016
From: BANK OF AMERICA, N.A., AS ADMINISTRATIVE AGENT
To: DELL MARKETING L.P.; ASAP SOFTWARE EXPRESS, INC.; APPASSURE SOFTWARE, INC.; COMPELLANT TECHNOLOGIES, INC.; CREDANT TECHNOLOGIES, INC.; DELL INC.; DELL PRODUCTS L.P.; DELL USA L.P.; DELL SOFTWARE INC.; FORCE10 NETWORKS, INC.; PEROT SYSTEMS CORPORATION; SECUREWORKS, INC.; WYSE TECHNOLOGY L.L.C.
Reel/Frame 040065/0216 →
PATENT SECURITY AGREEMENT (TERM LOAN) Recorded Jan 2, 2014
From: DELL INC.; APPASSURE SOFTWARE, INC.; ASAP SOFTWARE EXPRESS, INC.; BOOMI, INC.; COMPELLENT TECHNOLOGIES, INC.; CREDANT TECHNOLOGIES, INC.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL USA L.P.; FORCE10 NETWORKS, INC.; GALE TECHNOLOGIES, INC.; PEROT SYSTEMS CORPORATION; SECUREWORKS, INC.; WYSE TECHNOLOGY L.L.C.
To: BANK OF AMERICA, N.A., AS COLLATERAL AGENT
Reel/Frame 031899/0261 →
PATENT SECURITY AGREEMENT (ABL) Recorded Jan 2, 2014
From: DELL INC.; APPASSURE SOFTWARE, INC.; ASAP SOFTWARE EXPRESS, INC.; BOOMI, INC.; COMPELLENT TECHNOLOGIES, INC.; CREDANT TECHNOLOGIES, INC.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL USA L.P.; FORCE10 NETWORKS, INC.; GALE TECHNOLOGIES, INC.; PEROT SYSTEMS CORPORATION; SECUREWORKS, INC.; WYSE TECHNOLOGY L.L.C.
To: BANK OF AMERICA, N.A., AS ADMINISTRATIVE AGENT
Reel/Frame 031898/0001 →
PATENT SECURITY AGREEMENT (NOTES) Recorded Jan 2, 2014
From: APPASSURE SOFTWARE, INC.; ASAP SOFTWARE EXPRESS, INC.; BOOMI, INC.; COMPELLENT TECHNOLOGIES, INC.; CREDANT TECHNOLOGIES, INC.; DELL INC.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL USA L.P.; FORCE10 NETWORKS, INC.; GALE TECHNOLOGIES, INC.; PEROT SYSTEMS CORPORATION; SECUREWORKS, INC.; WYSE TECHNOLOGY L.L.C.
To: BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS FIRST LIEN COLLATERAL AGENT
Reel/Frame 031897/0348 →
CHANGE OF NAME Recorded Aug 20, 2013
From: QUEST SOFTWARE, INC.
To: DELL SOFTWARE INC.
Reel/Frame 031043/0281 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 26, 2011
From: BAKBONE SOFTWARE INCORPORATED
To: QUEST SOFTWARE, INC.
Reel/Frame 026651/0373 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 23, 2009
From: SIM-TANG, SIEW YONG
To: BAKBONE SOFTWARE, INC.
Reel/Frame 022994/0627 →