Is a
Patent attributes
Patent Jurisdiction
Patent Number
Patent Inventor Names
Philip Eugene Cannata0
Date of Patent
February 6, 2024
0Patent Application Number
162025320
Date Filed
November 28, 2018
0Patent Citations
Patent Primary Examiner
Patent abstract
Embodiments include systems and methods for generating a data throughput estimation model. A system may be monitored to measure both (a) data throughput and (b) computing statistics of one or more computing resources to generate an initial data set. The relationship between the data throughput and the computing statistics, in the initial data set, is used to generate a data throughput estimation model. The data throughput estimation model may be generated using a machine learning model, a neural network algorithm, boosting decision tree algorithm, and/or a random forest decision tree algorithm. Additional measurements of the computing resource statistics may be applied to the data throughput estimation model to estimate data throughput.
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