DISTRIBUTED FILE SYSTEM METERING AND HARDWARE RESOURCE USAGE

Patent №

US 10,691,647

Granted

2020-06-23

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16148336

A method and system for automatically metering a distributed file system node is provided. The method includes receiving data associated with jobs for execution via a distributed file system. Characteristics of the jobs are uploaded and policy metrics data associated with hardware usage metering is retrieved. Resource requests associated with hardware resource usage are retrieved and attributes associated with the resource requests are uploaded. The policy metrics data is analyzed and a recommendation circuit is queried with respect to the resource requests. A set of metrics of the policy metrics data associated with the resource requests is determined and a machine learning circuit is updated. Utilized hardware resources are determined with respect to the hardware usage metering and said resource requests.

Machine learningKnowledge representationPlanningAI hardwareG06F 16/183H04L 12/14H04M 15/31H04M 15/66H04W 4/24G06F 11/3006G06F 11/3442G06F 11/3447

AI classification

Machine learning1.00
AI hardware0.99
Knowledge representation0.95
Planning0.91
Vision0.01
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 470200511

Assignors

BADJATIA, SUDEEP, BHOSE, RAJARSHI, DEB, BIJOY, NANDI, RIPON

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

From the same owner

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