IP Library Granted Patent US 8,521,705
Granted Patent B2
US 8,521,705 · App. 13/309,455 · Granted Aug 27, 2013

Accelerated deduplication

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Quick Facts
Patent No.
US 8,521,705
App. No.
13/309,455
Granted
Aug 27, 2013
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 (30)

1. A method, comprising:

receiving a data stream at an input interface, the input interface connected to a processor, memory, and a deduplication accelerator;

performing chunk boundary identification and chunk fingerprinting at the deduplication accelerator in a single stage, wherein chunk boundary identification delineates a first chunk and chunk fingerprinting calculates a chunk identifier for the first chunk, wherein chunk boundary identification and chunk fingerprinting are used to perform deduplication on the data stream;

maintaining a state machine using the processor;

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 identification and chunk fingerprinting are performed in a single pipeline stage.

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

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 fingerprinting comprises calculating a hash for the first chunk delineated by identified chunk boundaries.

6. The method of claim 1 , wherein the CPU maintains a state machine and implements data stream optimizing without performing chunk boundary identification and chunk fingerprinting on the data stream.

7. The method of claim 1 , wherein the CPU 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 stored in memory by a central processing unit (CPU);

logic configured to perform chunk boundary identification and chunk fingerprinting for the data stream in a single pass read to perform data deduplication on the data stream, wherein chunk boundary identification delineates a first chunk and chunk fingerprinting calculates 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 identification and chunk fingerprinting are performed in a single pipeline stage.

12. The deduplication accelerator of claim 11 , wherein the CPU is operable to maintain a state machine used for chunk boundary identification and chunk fingerprinting.

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 fingerprinting comprises calculating a hash for the first chunk delineated by identified chunk boundaries.

15. The deduplication accelerator of claim 10 , wherein the CPU maintains a state machine and implements data stream optimizing without performing chunk boundary identification and chunk fingerprinting on the data stream.

16. The deduplication accelerator of claim 10 , wherein the CPU 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 processor operable to maintain a state machine for performing deduplication on a data stream;

memory operable to maintain the data stream;

a deduplication accelerator configured to perform chunk boundary identification and chunk fingerprinting in a single stage, wherein chunk boundary identification delineates a first chunk and chunk fingerprinting calculates a chunk identifier for the first chunk, wherein chunk boundary identification and chunk fingerprinting are used to perform deduplication on the data stream;

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 identification and chunk fingerprinting are performed in a single pipeline stage.

Assignments (20)
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 071527/0001 →
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 →
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (045455/0001) Recorded May 20, 2022
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO ASAP SOFTWARE EXPRESS, INC.); DELL MARKETING L.P. (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO CREDANT TECHNOLOGIES, INC.); DELL USA L.P.; DELL INTERNATIONAL L.L.C.; DELL PRODUCTS L.P.; DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO FORCE10 NETWORKS, INC. AND WYSE TECHNOLOGY L.L.C.); EMC CORPORATION (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO MAGINATICS LLC); EMC IP HOLDING COMPANY LLC (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO MOZY, INC.); SCALEIO LLC
Reel/Frame 061753/0001 →
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (040136/0001) Recorded Apr 26, 2022
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO ASAP SOFTWARE EXPRESS, INC.); DELL MARKETING L.P. (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO CREDANT TECHNOLOGIES, INC.); DELL USA L.P.; DELL INTERNATIONAL L.L.C.; DELL PRODUCTS L.P.; DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO FORCE10 NETWORKS, INC. AND WYSE TECHNOLOGY L.L.C.); EMC CORPORATION (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO MAGINATICS LLC); EMC IP HOLDING COMPANY LLC (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO MOZY, INC.); SCALEIO LLC
Reel/Frame 061324/0001 →
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 SECURITY INTEREST Recorded Nov 3, 2021
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: ASAP SOFTWARE EXPRESS, INC.; AVENTAIL LLC; CREDANT TECHNOLOGIES, INC.; DELL USA L.P.; DELL INTERNATIONAL, L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL SYSTEMS CORPORATION; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; FORCE10 NETWORKS, INC.; MAGINATICS LLC; MOZY, INC.; SCALEIO LLC; WYSE TECHNOLOGY L.L.C.
Reel/Frame 058216/0001 →
CHANGE OF NAME Recorded Mar 21, 2018
From: DELL SOFTWARE INC.
To: QUEST SOFTWARE INC.
Reel/Frame 045660/0755 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 16, 2018
From: DELL PRODUCTS L.P.
To: DELL SOFTWARE INC.
Reel/Frame 045355/0817 →
SECURITY AGREEMENT Recorded Sep 21, 2016
From: ASAP SOFTWARE EXPRESS, INC.; AVENTAIL LLC; CREDANT TECHNOLOGIES, INC.; DELL USA L.P.; DELL INTERNATIONAL L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL SYSTEMS CORPORATION; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; FORCE10 NETWORKS, INC.; MAGINATICS LLC; MOZY, INC.; SCALEIO LLC; SPANNING CLOUD APPS LLC; WYSE TECHNOLOGY L.L.C.
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
Reel/Frame 040136/0001 →
SECURITY AGREEMENT Recorded Sep 21, 2016
From: ASAP SOFTWARE EXPRESS, INC.; AVENTAIL LLC; CREDANT TECHNOLOGIES, INC.; DELL USA L.P.; DELL INTERNATIONAL L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL SOFTWARE INC.; DELL SYSTEMS CORPORATION; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; FORCE10 NETWORKS, INC.; MAGINATICS LLC; MOZY, INC.; SCALEIO LLC; SPANNING CLOUD APPS LLC; WYSE TECHNOLOGY L.L.C.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 040134/0001 →
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 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 →
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.
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 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 6, 2011
From: JAYARAMAN, VINOD; RAO, GOUTHAM
To: DELL PRODUCTS L.P.
Reel/Frame 027330/0325 →