IP Library Granted Patent US 10,503,609
Granted Patent B1
US 10,503,609 · App. 15/499,199 · Granted Dec 10, 2019

Replication link smoothing using historical data

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Quick Facts
Patent No.
US 10,503,609
App. No.
15/499,199
Granted
Dec 10, 2019
Kind
B1
Abstract

A computer program product, system, and method for determining a number of chunks written to a storage volume during a first replication cycle; determining a host write rate based on the number of chunks written to the storage volume during the first replication cycle; estimating a number of chunks written during a second replication cycle; determining a target rate based on the estimated number of chunks written during the second replication cycle; and transmitting chunks written during the second replication cycle at the target rate.

Claims (37)

1. A method comprising:

determining a number of chunks written to a storage volume during a first replication cycle;

determining a host write rate based on the number of chunks written to the storage volume during the first replication cycle;

estimating a number of chunks written during a second replication cycle;

determining a target rate based on the estimated number of chunks written during the second replication cycle, the target rate determined by dividing the number of chunks written during the second replication cycle by a recovery point objective (RPO) period; and

transmitting chunks written during the second replication cycle at the target rate.

2. The method of claim 1 wherein the storage volume is storage volume with a content-based storage system.

3. The method of claim 1 wherein determining a number of chunks written to a storage volume during a first replication cycle includes comparing two address-to-hash (A2H) tables associated with consecutive snapshots of the storage volume.

4. The method of claim 1 wherein estimating a number of chunks written during a second replication cycle includes multiplying the host write rate based on the first replication cycle by a length of the second replication cycle.

5. The method of claim 1 wherein the RPO period is defined by a user.

6. The method of claim 1 wherein dividing the number of chunks written during the second replication cycle by a RPO period includes scaling the number of chunks written during the second replication cycle.

7. The method of claim 6 , wherein the scaling includes increasing the estimated number of chunks written prior to dividing the estimated number of chunks written by the RPO period, such that the transmitting the chunks written at the target rate occurs within the RPO period.

8. A system comprising:

a processor;

a volatile memory; and

a non-volatile memory storing computer program code that when executed on the processor causes the processor to execute a process operable to:

determine a number of chunks written to a storage volume during a first replication cycle;

determine a host write rate based on the number of chunks written to the storage volume during the first replication cycle;

estimate a number of chunks written during a second replication cycle;

determine a target rate based on the estimated number of chunks written during the second replication cycle, the target rate determined by dividing the number of chunks written during the second replication cycle by a recovery point objective (RPO) period; and

transmit chunks written during the second replication cycle at the target rate.

9. The system of claim 8 wherein the storage volume is storage volume with a content-based storage system.

10. The system of claim 8 wherein determining a number of chunks written to a storage volume during a first replication cycle includes comparing two address-to-hash (A2H) tables associated with consecutive snapshots of the storage volume.

11. The system of claim 8 wherein estimating a number of chunks written during a second replication cycle includes multiplying the host write rate based on the first replication cycle by a length of the second replication cycle.

12. The system of claim 8 wherein the RPO period is defined by a user.

13. The system of claim 8 wherein dividing the number of chunks written during the second replication cycle by a RPO period includes scaling the number of chunks written during the second replication cycle.

14. A computer program product tangibly embodied in a non-transitory computer-readable medium, the computer-readable medium storing program instructions that are executable to:

determine a number of chunks written to a storage volume during a first replication cycle;

determine a host write rate based on the number of chunks written to the storage volume during the first replication cycle;

estimate a number of chunks written during a second replication cycle;

determine a target rate based on the estimated number of chunks written during the second replication cycle, the target rate determined by dividing the number of chunks written during the second replication cycle by a recovery point objective (RPO) period; and

transmit chunks written during the second replication cycle at the target rate.

15. The computer program product of claim 14 wherein the storage volume is storage volume with a content-based storage system.

16. The computer program product of claim 14 wherein determining a number of chunks written to a storage volume during a first replication cycle includes comparing two address-to-hash (A2H) tables associated with consecutive snapshots of the storage volume.

17. The computer program product of claim 14 wherein estimating a number of chunks written during a second replication cycle includes multiplying the host write rate based on the first replication cycle by a length of the second replication cycle.

18. The computer program product of claim 14 wherein the RPO period is defined by a user.

19. The computer program product of claim 14 wherein dividing the number of chunks written during the second replication cycle by a RPO period includes scaling the number of chunks written during the second replication cycle.

Assignments (8)
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (053546/0001) Recorded Jun 23, 2022
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL MARKETING L.P. (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO CREDANT TECHNOLOGIES, INC.); DELL INTERNATIONAL L.L.C.; DELL PRODUCTS L.P.; DELL USA L.P.; EMC CORPORATION; DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO FORCE10 NETWORKS, INC. AND WYSE TECHNOLOGY L.L.C.); EMC IP HOLDING COMPANY LLC
Reel/Frame 071642/0001 →
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (042769/0001) Recorded Apr 26, 2022
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL PRODUCTS L.P.; EMC CORPORATION; EMC IP HOLDING COMPANY LLC (ON BEHALF OF ITSELF AND AS SUCCESSOR-IN-INTEREST TO MOZY, INC.); DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO WYSE TECHNOLOGY L.L.C.)
Reel/Frame 059803/0802 →
RELEASE OF SECURITY INTEREST AT REEL 042768 FRAME 0585 Recorded Nov 2, 2021
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: DELL PRODUCTS L.P.; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; MOZY, INC.; WYSE TECHNOLOGY L.L.C.
Reel/Frame 058297/0536 →
SECURITY AGREEMENT Recorded Apr 22, 2020
From: CREDANT TECHNOLOGIES INC.; DELL INTERNATIONAL L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL USA L.P.; EMC CORPORATION; FORCE10 NETWORKS, INC.; WYSE TECHNOLOGY L.L.C.; EMC IP HOLDING COMPANY LLC
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A.
Reel/Frame 053546/0001 →
SECURITY AGREEMENT Recorded Mar 21, 2019
From: CREDANT TECHNOLOGIES, INC.; DELL INTERNATIONAL L.L.C.; DELL MARKETING L.P.; DELL PRODUCTS L.P.; DELL USA L.P.; EMC CORPORATION; FORCE10 NETWORKS, INC.; WYSE TECHNOLOGY L.L.C.; EMC IP HOLDING COMPANY LLC
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A.
Reel/Frame 049452/0223 →
PATENT SECURITY INTEREST (CREDIT) Recorded Jun 12, 2017
From: DELL PRODUCTS L.P.; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; MOZY, INC.; WYSE TECHNOLOGY L.L.C.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 042768/0585 →
PATENT SECURITY INTEREST (NOTES) Recorded Jun 12, 2017
From: DELL PRODUCTS L.P.; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; MOZY, INC.; WYSE TECHNOLOGY L.L.C.
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS COLLATERAL AGENT
Reel/Frame 042769/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded May 1, 2017
From: STRONGE, WILLIAM; MEIRI, DAVID
To: EMC IP HOLDING COMPANY LLC
Reel/Frame 042191/0264 →