IP Library Granted Patent US 10,338,825
Granted Patent B2
US 10,338,825 · App. 15/334,917 · Granted Jul 2, 2019

Managing SSD wear rate in hybrid storage arrays

Inventor: Nickolay A. Dalmatov (Saint Petersburg, RU)
Assignee: EMC IP Holding Company LLC
G06F3/0616G06F3/0647G06F3/0653G06F3/0665G06F3/0685G06F2212/7208
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Quick Facts
Patent No.
US 10,338,825
App. No.
15/334,917
Granted
Jul 2, 2019
Kind
B2
Abstract

A technique for use in balancing flash drive wear in data storage systems is disclosed. Multiple sets of flash drives are identified where data is stored as multiple slices striped across the set of flash drives. A write rate at which data will be written to the multiple slices stored on the set of flash drives during a next time interval is predicted. A number of bytes that can be written to each set of flash drives is determined. A metric representative of a wear rate is determined for each set of flash drives. HDD relocation candidates are identified and a relocation process to relocate identified slices initiated.

Claims (25)

1. A method for use in balancing solid state drives (SSD) wear in data storage systems, the method comprising:

identifying multiple sets of SSDs and multiple sets of hard disk drives (HDDs), wherein each set of SSDs and HDDs store data arranged in multiple slices striped across the respective set of SSDs and HDDs;

predicting, for each set of SSDs, a write rate at which data will be written to the multiple slices stored on the set of SSDs during a next time interval;

determining, for each set of SSDs, a number of bytes that can be written to each set of SSDs, wherein the number is based on a remaining program/erase (PE) cycle count for each respective set of SSDs;

determining, for each set of SSDs, a wear metric representative of a wear rate corresponding to the set of SSDs, the metric based on a SSDs' determined predicted write rate and the determined number of bytes that can be written to each set of SSDs;

identifying one or more HDDs as candidates for relocating slices stored on a set of SSDs, wherein the set of SSDs is predicted to wear out before reaching an end of an interval period; and

initiating a relocation process to relocate slices identified for relocation.

2. The method as claimed in claim 1 , wherein the end of an interval period is an end of warranty period associated with the SSD on which the slices identified for relocation reside.

3. The method as claimed in claim 1 , wherein SSD slices having a hot temperature are assigned a high priority for relocation.

4. The method as claimed in claim 1 , wherein SSD slices storing metadata are assigned a high priority for relocation.

5. A system for use in balancing SSD wear in data storage systems, the system comprising:

a storage processor and memory configured to:

identify multiple sets of SSDs, wherein each set of SSDs store data arranged in multiple slices striped across the set of SSDs;

predict, for each set of SSDs, a write rate at which data will be written to the multiple slices stored on the set of SSDs during a next time interval;

determine, for each set of SSDs, a number of bytes that can be written to each set of SSDs, wherein the number is based on a remaining program/erase (PE) cycle count for each respective set of SSDs;

determine, for each set of SSDs, a wear metric representative of a wear rate, the metric based on a respective SSDs determined predicted write rate and the determined number of bytes that can be written to each set of SSDs;

identify one or more HDDs as candidates for relocating slices stored on a set of SSDs, wherein the set of SSDs is predicted to wear out before reaching an end of an interval period; and

initiate a relocation process to relocate slices identified for relocation.

6. A computer-program product including a non-transitory computer-readable storage medium encoded with computer-program code that, when executed on a processor of a computer, causes the computer to manage data storage in a data storage system, the computer-program product further comprising:

identifying multiple sets of solid state drives (SSDs 1 and multiple sets of hard disk drives (HDDs), wherein each set of SSDs and HDDs store data arranged in multiple slices striped across the respective set of SSDs and HDDs;

predicting, for each set of SSDs, a write rate at which data will be written to the multiple slices stored on the set of SSDs during a next time interval;

determining, for each set of SSDs, a number of bytes that can be written to each set of SSDs, wherein the number is based on a remaining program/erase (PE) cycle count for each respective set of SSDs;

determining, for each set of SSDs, a wear metric representative of a wear rate corresponding to the set of SSDs, the metric based on a SSDs' determined predicted write rate and the determined number of bytes that can be written to each set of SSDs;

identifying one or more HDDs as candidates for relocating slices stored on a set of SSDs, wherein the set of SSDs is predicted to wear out before reaching an end of an interval period; and

initiating a relocation process to relocate slices identified for relocation.

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 (045482/0131) Recorded May 20, 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; DELL MARKETING CORPORATION (SUCCESSOR-IN-INTEREST TO WYSE TECHNOLOGY L.L.C.)
Reel/Frame 061749/0924 →
RELEASE OF SECURITY INTEREST AT REEL 045482 FRAME 0395 Recorded Nov 2, 2021
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: DELL PRODUCTS L.P.; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; WYSE TECHNOLOGY L.L.C.
Reel/Frame 058298/0314 →
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 AGREEMENT (NOTES) Recorded Mar 1, 2018
From: DELL PRODUCTS L.P.; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; WYSE TECHNOLOGY L.L.C.
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS COLLATERAL AGENT
Reel/Frame 045482/0131 →
PATENT SECURITY AGREEMENT (CREDIT) Recorded Mar 1, 2018
From: DELL PRODUCTS L.P.; EMC CORPORATION; EMC IP HOLDING COMPANY LLC; WYSE TECHNOLOGY L.L.C.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS COLLATERAL AGENT
Reel/Frame 045482/0395 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 6, 2017
From: DALMATOV, NICKOLAY ALEXANDROVICH
To: EMC IP HOLDING COMPANY LLC
Reel/Frame 041176/0294 →
Priority Claims (1)
RU 2016112139 · Mar 31, 2016 · national
Continuity (1)
Related Publication 20170285973A1 · Oct 5, 2017