IP Library Granted Patent US 8,892,528
Granted Patent B2
US 8,892,528 · App. 14/010,495 · Granted Nov 18, 2014

Accelerated deduplication

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Quick Facts
Patent No.
US 8,892,528
App. No.
14/010,495
Granted
Nov 18, 2014
Kind
B2
Abstract

Mechanisms are provided for accelerated data deduplication. A data stream is received an input interface and maintained in memory. Chunk boundaries are detected and chunk fingerprints are calculated using a deduplication accelerator while a processor maintains a state machine. A deduplication dictionary is accessed using a chunk fingerprint to determine if the associated data chunk has previously been written to persistent memory. If the data chunk has previously been written, reference counts may be updated but the data chunk need not be stored again. Otherwise, datastore suitcases, filemaps, and the deduplication dictionary may be updated to reflect storage of the data chunk. Direct memory access (DMA) addresses are provided to directly transfer a chunk to an output interface as needed.

Claims (27)

1. A method, comprising:

performing, by using a processor, chunk boundary calculation and chunk fingerprint calculation on a data stream at a deduplication accelerator in a single pipeline stage, wherein chunk boundary calculation delineates a first chunk and chunk fingerprint calculation determines a chunk identifier for the first chunk, wherein chunk boundary calculation and chunk fingerprint calculation are used to perform deduplication on the data stream; and

accessing a deduplication dictionary using the chunk identifier to determine whether a first chunk has previously been written to persistent storage.

2. The method of claim 1 , wherein chunk boundary calculation and chunk fingerprint calculation are performed in a single pass.

3. The method of claim 2 , wherein a processor is operable to maintain a state machine used by the deduplication accelerator for chunk boundary calculation and chunk fingerprint calculation.

4. The method of claim 1 , wherein the deduplication dictionary includes a plurality of chunk identifiers corresponding to a plurality of storage locations for a plurality of data chunks.

5. The method of claim 1 , wherein chunk fingerprint calculation comprises calculating a hash for the first chunk delineated by identified chunk boundaries.

6. The method of claim 1 , wherein the processor maintains a state machine and implements data stream optimization without performing chunk boundary calculation and chunk fingerprint calculation on the data stream.

7. The method of claim 1 , wherein the processor uses direct memory access to transfer data to target addresses.

8. The method of claim 1 , wherein the deduplication accelerator is an application specific integrated circuit (ASIC).

9. The method of claim 1 , wherein the deduplication accelerator is a programmable logic device.

10. A deduplication accelerator, comprising:

an input interface configured to read a data stream;

a memory configured to maintain the data stream; and

logic configured to perform chunk boundary calculation and chunk fingerprint calculation for the data stream in a single pass read to perform data deduplication on the data stream, wherein chunk boundary calculation delineates a first chunk and chunk fingerprint calculation determines a chunk identifier for the first chunk, wherein the chunk identifier is used to access a deduplication dictionary to determine whether the first chunk has previously been written to persistent storage.

11. The deduplication accelerator of claim 10 , wherein chunk boundary calculation and chunk fingerprint calculation are performed in a single pass.

12. The deduplication accelerator of claim 11 , wherein a processor is operable to maintain a state machine used for chunk boundary calculation and chunk fingerprint calculation.

13. The deduplication accelerator of claim 10 , wherein the deduplication dictionary includes a plurality of chunk identifiers corresponding to a plurality of storage locations for a plurality of data chunks.

14. The deduplication accelerator of claim 10 , wherein chunk fingerprint calculation comprises calculating a hash for the first chunk delineated by identified chunk boundaries.

15. The deduplication accelerator of claim 10 , wherein the processor maintains a state machine and implements data stream optimization without performing chunk boundary calculation and chunk fingerprint calculation on the data stream.

16. The deduplication accelerator of claim 10 , wherein the processor uses direct memory access to transfer data to target addresses.

17. The deduplication accelerator of claim 10 , wherein the deduplication accelerator is an application specific integrated circuit (ASIC).

18. The deduplication accelerator of claim 10 , wherein the deduplication accelerator is a programmable logic device.

19. A system, comprising:

a deduplication accelerator configured to perform chunk boundary calculation and chunk fingerprint calculation on a data stream in a single pipeline stage, wherein chunk boundary calculation delineates a first chunk and chunk fingerprint calculation determines a chunk identifier for the first chunk, wherein chunk boundary calculation and chunk fingerprint calculation are used to perform deduplication on the data stream, wherein the data stream is maintained in memory; and

wherein a deduplication dictionary is accessed using the chunk identifier to determine whether a first chunk has previously been written to persistent storage.

20. The system of claim 19 , wherein chunk boundary calculation and chunk fingerprint calculation are performed in a single pass.

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 →
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.
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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 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 31, 2016
From: DELL PRODUCTS L.P.
To: DELL SOFTWARE INC.
Reel/Frame 040520/0220 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 21, 2016
From: JAYARAMAN, VINOD; RAO, GOUTHAM
To: DELL PRODUCTS L.P.
Reel/Frame 040090/0239 →
RELEASE OF SECURITY INTEREST Recorded Sep 14, 2016
From: BANK OF AMERICA, N.A., AS COLLATERAL AGENT
To: DELL SOFTWARE INC.; FORCE10 NETWORKS, INC.; 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.; PEROT SYSTEMS CORPORATION; SECUREWORKS, INC.; WYSE TECHNOLOGY L.L.C.
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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 →
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
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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
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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.
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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.
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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
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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
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