US Patent 12130811 Task-execution planning using machine learning
Patent 12130811 was granted and assigned to Snowflake (Real Estate Company) on October, 2024 by the United States Patent and Trademark Office.
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US Patent 12130811 Task-execution planning using machine learning
Article
Patent abstract
A system for improving task scheduling on a cloud data platform is provided. A task to be executed using resources of a computing cluster is received. A task execution plan is generated and information about data to be used for the ask is accessed. Resource requirements for executing the task are predicted by applying machine learning to the task execution plan and the information about the data. Assignment data is generated to execute the task on the resources by applying machine learning information about a current state of the resources and predicted resource requirements.
Infobox
Is a
Patent Applicant
Current Assignee
Patent Jurisdiction
Patent Number
Patent Inventor Names
John Reumann0
Orestis Kostakis0
Qiming Jiang0
Date of Patent
October 29, 2024
0Patent Application Number
183628690
Date Filed
July 31, 2023
0Patent Citations
Patent Primary Examiner
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