ALLOCATING COMPUTER RESOURCES TO WORKLOADS USING UTILIZATION BASED PROBABILITY DISTRIBUTIONS

Patent №

US 8,312,460

Granted

2012-11-13

Filed 2007

Owner

HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.

Lab

—

AI components

ml · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11752231

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A computer system allocates computer resources to workloads by generated plural requests per combination of workload and allocation period from probability distributions generated at least in part from utilization data.

Machine learning Knowledge representation Evolutionary computation AI hardwareG06F 9/505G06F 2209/5011G06F 2209/5019G06F 2209/508

Google Patents

AI classification

Machine learning0.99

AI hardware0.97

Evolutionary computation0.74

Knowledge representation0.56

Planning0.15

Natural language0.02

Vision0.00

Speech0.00

Ownership

HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.

assignment · 193670096

Assignors

BLANDING, WILLIAM H.

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

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Cited by (26)

ESTIMATING RESOURCE REQUESTS FOR WORKLOADS TO OFFLOAD TO HOST SYSTEMS IN A COMPUTING ENVIRONMENTUS 11,573,835 · 2023 CAPACITY MANAGEMENT IN A CLOUD COMPUTING SYSTEM USING VIRTUAL MACHINE SERIES MODELINGUS 11,550,634 · 2023 APPARATUSES AND METHODS FOR ENHANCING NETWORK CONTROLS BASED ON COMMUNICATION DEVICE INFORMATIONUS 11,553,354 · 2023 PREDICTIVE SCALING OF COMPUTING RESOURCESUS 11,477,132 · 2022 COMPUTER SYSTEM WORKLOAD MANAGERUS 11,061,740 · 2021 ESTIMATING RESOURCE REQUESTS FOR WORKLOADS TO OFFLOAD TO HOST SYSTEMS IN A COMPUTING ENVIRONMENTUS 10,956,221 · 2021 Distribution of Resources Among Actor InstancesUS 10,901,792 · 2021 PROFILING WORKLOADS IN HOST SYSTEMS ALLOCATED TO A CLUSTER TO DETERMINE ADJUSTMENTS TO ALLOCATION OF HOST SYSTEMS TO THE CLUSTERUS 10,877,814 · 2020 DETERMINING ALLOCATABLE HOST SYSTEM RESOURCES TO REMOVE FROM A CLUSTER AND RETURN TO A HOST SERVICE PROVIDERUS 10,841,369 · 2020 PREDICTIVE SCALING OF COMPUTING RESOURCESUS 10,778,599 · 2020 VOLATILE ACCOUNT IDENTIFICATION AND ISOLATION AND RESOURCE MANAGEMENT IN DISTRIBUTED DATA STORAGE SYSTEMSUS 10,545,677 · 2020 WORKLOAD IDENTIFICATIONUS 10,534,805 · 2020 APPARATUS AND METHOD TO CONTROL CALCULATION RESOURCES OF AN INFORMATION PROCESSING DEVICE BASED ON PREDICTIVE VALUES OF REFERENCE DATAUS 10,417,050 · 2019 METHOD AND SYSTEM FOR DYNAMIC POOL REALLOCATIONUS 10,013,284 · 2018 METHOD AND SYSTEM FOR DYNAMIC POOL REALLOCATIONUS 10,002,024 · 2018 ENERGY EFFICIENCY AWARE THERMAL MANAGEMENT IN A MULTI-PROCESSOR SYSTEM ON A CHIPUS 9,977,439 · 2018 METHODS FOR PROVISIONING WORKLOADS IN A STORAGE SYSTEM USING MACHINE LEARNING AND DEVICES THEREOFUS 9,864,749 · 2018 ENERGY EFFICIENCY AWARE THERMAL MANAGEMENT IN A MULTI-PROCESSOR SYSTEM ON A CHIP BASED ON MONITORED PROCESSING COMPONENT CURRENT DRAWUS 9,823,673 · 2017 ENERGY EFFICIENCY AWARE THERMAL MANAGEMENT IN A MULTI-PROCESSOR SYSTEM ON A CHIPUS 9,582,012 · 2017 METHOD AND SYSTEM FOR DYNAMIC POOL REALLOCATIONUS 9,495,209 · 2016 PROVIDING SERVICE USING RUN LOCAL DAEMONUS 9,491,115 · 2016 METHOD AND SYSTEM FOR DYNAMIC POOL REALLOCATIONUS 9,400,687 · 2016 ELASTIC SCALING FOR CLOUD-HOSTED BATCH APPLICATIONSUS 8,997,107 · 2015 MONITORING REAL-TIME COMPUTING RESOURCES FOR PREDICTED RESOURCE DEFICIENCYUS 8,875,150 · 2014 REAL-TIME MONITORING OF JOB RESOURCE CONSUMPTION AND PREDICTION OF RESOURCE DEFICIENCY BASED ON FUTURE AVAILABILITYUS 8,621,477 · 2013

and 1 more

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