IP Library Granted Patent US 10,318,163
Granted Patent B2
US 10,318,163 · App. 15/334,861 · Granted Jun 11, 2019

Balancing SSD wear in data storage systems

Inventor: Nickolay A. Dalmatov (Saint Petersburg, RU)
Assignee: EMC IP Holding Company LLC
G06F3/061G06F3/0631G06F3/0655G06F3/0688G06F12/0246G06F2212/7211
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Quick Facts
Patent No.
US 10,318,163
App. No.
15/334,861
Granted
Jun 11, 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. Flash drive wear rate is balanced such that the wear rate for each of the multiple is approximately equal.

Claims (22)

1. A method for use in balancing flash drive wear in data storage systems, the method comprising:

identifying multiple sets of flash drives, wherein each set of flash drives store data arranged in multiple slices striped across the set of flash drives;

predicting, for each 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;

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

determining, for each set of flash drives, a metric representative of a wear rate, the metric based on a respective flash drive's determined predicted write rate and the determined number of bytes that can be written to each set of flash drives; and

balancing the wear rate of the multiple sets of flash drives based on each respective flash drives wear rate.

2. The method as claimed in claim 1 , wherein predicting the write rate includes identifying one or more actual write rates occurring during one or more corresponding time intervals occurring substantially immediately prior to the next time interval.

3. The method as claimed in claim 1 , wherein predicting the write rate includes identifying one or more actual write rates occurring during one or more corresponding time intervals occurring substantially immediately prior to the next time interval, wherein the predicted write rate is a function of the identified one or more actual write rates.

4. The method as claimed in claim 1 , wherein balancing includes identifying a first set of flash drives having a higher wear rate than a second set of flash drives and remapping one or more slices from the first set of flash drives to the second set of flash drives.

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

a storage processor and memory configured to:

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

predict, for each 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;

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

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

balance the wear rate of the multiple sets of flash drives based on each respective flash drives wear rate.

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 flash drives, wherein each set of flash drives store data arranged in multiple slices striped across the set of flash drives;

predicting, for each 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;

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

determining, for each set of flash drives, a metric representative of a wear rate, the metric based on a respective flash drive's determined predicted write rate and the determined number of bytes that can be written to each set of flash drives; and

balancing the wear rate of the multiple sets of flash drives based on each respective flash drives wear rate.

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 Dec 6, 2016
From: DALMATOV, NICKOLAY ALEXANDROVICH
To: EMC IP HOLDING COMPANY LLC
Reel/Frame 040535/0088 →
Priority Claims (1)
RU 2016111880 · Mar 30, 2016 · national
Continuity (1)
Related Publication 20170285943A1 · Oct 5, 2017
Cited By (1)
US 12,242,731