IDENTIFICATION OF OPTIMAL CLOUD RESOURCES FOR EXECUTING WORKLOADS

Patent №

US 11,782,890

Granted

2023-10-10

Filed 2022

Owner

SNOWFLAKE COMPUTING INC.

+1 more

Lab

AI components

3

planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17842642

A system to repeatedly execute a test run of a workload using resources of a cloud environment to determine whether there is a performance difference in the test run. The system to, in response to determining that there is no performance difference, identify one or more sets of decreased resources of the cloud environment. The system to re-execute the test run using the one or more sets of decreased resources of the cloud environment to determine whether there is a performance difference in the test run that is attributed to the one or more sets of decreased resources of the cloud environment. The system to determine minimum resources of the cloud environment to repeatedly execute the test run using the minimum resources without existence of a performance difference in response to re-executing the test run using the one or more sets of decreased resources of the cloud environment.

PlanningEvolutionary computationAI hardwareG06F 16/217G06F 11/0712G06F 11/0772G06F 11/301G06F 11/3072G06F 11/3428G06F 11/3452G06F 11/3688+6 more

AI classification

Planning1.00
AI hardware1.00
Evolutionary computation0.98
Machine learning0.50
Natural language0.02
Knowledge representation0.01
Vision0.00
Speech0.00

Ownership

SNOWFLAKE COMPUTING INC.

assignment · 602380621

SNOWFLAKE INC.

namechg · 605150650

Assignors

YAN, JIAQI, JIN, QIUYE, JAIN, SHRAINIK, VIGLAS, STRATIS, LEE, ALLISON

On an employer assignment, the assignors are typically the inventors.

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