MODELING WORKLOADS USING MICRO WORKLOADS REPRESENTING NORMALIZED UNITS OF RESOURCE CONSUMPTION METRICS

Patent №

US 10,691,500

Granted

2020-06-23

Filed 2018

Owner

VIRTUSTREAM IP HOLDING COMPANY LLC

Lab

AI components

4

kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16213192

A method includes selecting a given workload associated with at least one application type, and analyzing the given workload to determine a set of functional patterns describing resource structures for implementing functionality of the at least one application type. The method also includes determining resource consumption demand profiles for each of the set of functional patterns and determining micro workload distributions for each of the resource consumption demand profiles, a given one of the micro workload distributions comprising a number of micro workloads, each micro workload comprising a normalized unit of resource consumption metrics. The method further includes converting the micro workload distributions for each of the resource consumption demand profiles into a set of resource requirements for running the given workload on an information technology infrastructure, and allocating resources of the information technology infrastructure to the given workload based on the set of resource requirements.

Knowledge representationPlanningEvolutionary computationAI hardwareG06F 8/36G06F 9/5077G06F 9/4881G06F 9/5011G06F 9/5027G06F 9/505G06F 9/5061G06F 11/3442+2 more

AI classification

AI hardware1.00
Planning1.00
Knowledge representation1.00
Evolutionary computation0.73
Natural language0.01
Machine learning0.01
Vision0.00
Speech0.00

Ownership

VIRTUSTREAM IP HOLDING COMPANY LLC

assignment · 477080394

Assignors

MOORE, KENNETH, ARRASJID, JOHN YANI

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

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