IP Library Granted Patent US 10,917,327
Granted Patent B1
US 10,917,327 · App. 16/832,714 · Granted Feb 9, 2021

Adaptive testing based on real-time analysis

Inventors: Danny Oz (Bat-Yam, IL); Ilan Yosef (Petach Tikva, IL); Itay Kaufman (Netanya, IL)
Assignee: EMC IP Holding Company LLC
H04L43/50H04L41/0816
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Quick Facts
Patent No.
US 10,917,327
App. No.
16/832,714
Granted
Feb 9, 2021
Kind
B1
Abstract

A method comprising: selecting a test for execution on a computing system; identifying a set of performance counters that is associated with the test; executing the test and the set of performance counters on the computing system, the test and the set of performance counters being executed concurrently with one another; generating an execution signature for the test based on the set of performance counters, the execution signature being generated while the test is being executed on the computing system; reconfiguring the test based on the execution signature, the test being reconfigured while the test is being executed on the computing system, wherein each of the performance counters in the set is associated with a different respective operational parameter of the computing system; wherein each of the performance counters in the set includes logic for collecting values of the performance counter's respective operational parameter.

Claims (43)

1. A method comprising:

selecting a test for execution on a computing system;

identifying a set of performance counters that is associated with the test;

executing the test and the set of performance counters on the computing system, the test and the set of performance counters being executed concurrently with one another;

generating an execution signature for the test based on the set of performance counters, the execution signature being generated while the test is being executed on the computing system;

reconfiguring the test based on the execution signature, the test being reconfigured while the test is being executed on the computing system,

wherein each of the performance counters in the set is associated with a different respective operational parameter of the computing system;

wherein each of the performance counters in the set includes logic for collecting values of the performance counter's respective operational parameter.

2. The method of claim 1 , wherein the computing system includes a storage system and reconfiguring the test includes increasing a rate at which I/O requests are delivered to the computing system.

3. The method of claim 1 , wherein reconfiguring the test includes changing one or more configuration settings of the test to increase a strain that is put on the computing system by the test.

4. The method of claim 1 , wherein identifying the performance counters includes retrieving, from a memory, one or more identifiers corresponding to the set of performance counters.

5. The method of claim 1 , wherein the execution signature is calculated periodically during an execution of the test.

6. The method of claim 1 , wherein the respective operational parameter of at least one of the performance counters in the set includes a measure of efficiency at which the computing system performs an operation that is associated with the test.

7. The method of claim 1 , wherein the respective operational parameter of at least one of the performance counters in the set includes a utilization rate of a hardware component of the computing system.

8. An apparatus comprising:

a memory; and

at least one processor operatively coupled to the memory, the at least one processor being configured to perform the operations of:

selecting a test for execution on a computing system;

identifying a set of performance counters that is associated with the test;

executing the test and the set of performance counters on the computing system, the test and the set of performance counters being executed concurrently with one another;

generating an execution signature for the test based on the set of performance counters, the execution signature being generated while the test is being executed on the computing system;

reconfiguring the test based on the execution signature, the test being reconfigured while the test is being executed on the computing system,

wherein each of the performance counters in the set is associated with a different respective operational parameter of the computing system;

wherein each of the performance counters in the set includes logic for collecting values of the performance counter's respective operational parameter.

9. The apparatus of claim 8 , wherein the computing system includes a storage system and reconfiguring the test includes increasing a rate at which I/O requests are delivered to the computing system.

10. The apparatus of claim 8 , wherein reconfiguring the test includes changing one or more configuration settings of the test to increase a strain that is put on the computing system by the test.

11. The apparatus of claim 8 , wherein identifying the performance counters includes retrieving, from a memory, one or more identifiers corresponding to the set of performance counters.

12. The apparatus of claim 8 , wherein the execution signature is calculated periodically during an execution of the test.

13. The apparatus of claim 8 , wherein the respective operational parameter of at least one of the performance counters in the set includes a measure of efficiency at which the computing system performs an operation that is associated with the test.

14. The apparatus of claim 8 , wherein the respective operational parameter of at least one of the performance counters in the set includes a utilization rate of a hardware component of the computing system.

15. A non-transitory computer-readable medium storing one or more processor-executable instructions, which, when executed by at least one processor cause the at least one processor to perform the operations of:

selecting a test for execution on a computing system;

identifying a set of performance counters that is associated with the test;

executing the test and the set of performance counters on the computing system, the test and the set of performance counters being executed concurrently with one another;

generating an execution signature for the test based on the set of performance counters, the execution signature being generated while the test is being executed on the computing system;

reconfiguring the test based on the execution signature, the test being reconfigured while the test is being executed on the computing system,

wherein each of the performance counters in the set is associated with a different respective operational parameter of the computing system;

wherein each of the performance counters in the set includes logic for collecting values of the performance counter's respective operational parameter.

16. The non-transitory computer-readable-medium of claim 15 , wherein the computing system includes a storage system and reconfiguring the test includes increasing a rate at which I/O requests are delivered to the computing system.

17. The non-transitory computer-readable-medium of claim 15 , wherein reconfiguring the test includes changing one or more configuration settings of the test to increase a strain that is put on the computing system by the test.

18. The non-transitory computer-readable-medium of claim 15 , wherein identifying the performance counters includes retrieving, from a memory, one or more identifiers corresponding to the set of performance counters.

19. The non-transitory computer-readable-medium of claim 15 , wherein the execution signature is calculated periodically during an execution of the test.

20. The non-transitory computer-readable-medium of claim 15 , wherein the respective operational parameter of at least one of the performance counters in the set includes a measure of efficiency at which the computing system performs an operation that is associated with the test.

Assignments (11)
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (052851/0081) Recorded Jun 23, 2022
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL PRODUCTS L.P.; EMC IP HOLDING COMPANY LLC
Reel/Frame 060436/0441 →
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 (052851/0917) Recorded Jun 23, 2022
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL PRODUCTS L.P.; EMC IP HOLDING COMPANY LLC
Reel/Frame 060436/0509 →
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (052852/0022) Recorded Jun 23, 2022
From: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS NOTES COLLATERAL AGENT
To: DELL PRODUCTS L.P.; EMC IP HOLDING COMPANY LLC
Reel/Frame 060436/0582 →
RELEASE OF SECURITY INTEREST AT REEL 052771 FRAME 0906 Recorded Nov 2, 2021
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
To: DELL PRODUCTS L.P.; EMC IP HOLDING COMPANY LLC
Reel/Frame 058001/0298 →
SECURITY INTEREST Recorded Jun 5, 2020
From: DELL PRODUCTS L.P.; EMC IP HOLDING COMPANY LLC
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS COLLATERAL AGENT
Reel/Frame 052851/0917 →
SECURITY INTEREST Recorded Jun 5, 2020
From: DELL PRODUCTS L.P.; EMC IP HOLDING COMPANY LLC; THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS COLLATERAL AGENT
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS COLLATERAL AGENT
Reel/Frame 052851/0081 →
SECURITY INTEREST Recorded Jun 5, 2020
From: DELL PRODUCTS L.P.; EMC IP HOLDING COMPANY LLC
To: THE BANK OF NEW YORK MELLON TRUST COMPANY, N.A., AS COLLATERAL AGENT
Reel/Frame 052852/0022 →
SECURITY AGREEMENT Recorded May 28, 2020
From: DELL PRODUCTS L.P.; EMC IP HOLDING COMPANY LLC
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
Reel/Frame 052771/0906 →
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 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 6, 2020
From: OZ, DANNY; YOSEF, ILAN; KAUFMAN, ITAY
To: EMC IP HOLDING COMPANY LLC
Reel/Frame 052316/0627 →