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US Patent 11656918 Cluster tuner

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Is a
Patent
Patent
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Patent attributes

Patent Applicant
Bank of America
Bank of America
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Current Assignee
Bank of America
Bank of America
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
116569180
Date of Patent
May 23, 2023
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Patent Application Number
173821220
Date Filed
July 21, 2021
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Patent Citations
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US Patent 9934071 Job scheduler for distributed systems using pervasive state estimation with modeling of capabilities of compute nodes
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US Patent 10019287 Virtual machine resource display
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US Patent 10073641 Cluster families for cluster selection and cooperative replication
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US Patent 10073880 Vertical tuning of distributed analytics clusters
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US Patent 10102098 Method and system for recommending application parameter setting and system specification setting in distributed computation
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US Patent 10176092 System and method for executing data processing tasks using resilient distributed datasets (RDDs) in a storage device
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US Patent 10210221 System and method for distributed database query engines
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US Patent 10455028 Allocating edge services with large-scale processing framework clusters
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Patent Primary Examiner
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Sisley N Kim
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CPC Code
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G06F 9/5027
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G06F 11/3006
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G06F 11/3433
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G06F 2209/505
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G06F 9/5083
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G06F 11/3065
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G06F 11/3457
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G06F 9/5061
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A production cluster executes a workload, such that jobs associated with the executed workload are allocated, according to a first configuration. A cluster monitor extracts production cluster information from the production cluster, monitors configuration information during execution of the workload, and transmits each to a cluster tuner. The cluster tuner receives the information and determines a first recommended configuration for the production cluster. The cluster tuner causes the test cluster to execute a simulated workload according to the first recommended configuration. In response to determining that the first recommended configuration results in a decrease in resource consumption, the cluster tuner causes the production cluster to operate according to the first recommended configuration.

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