Determining which edge node to utilize based on response time and network bandwidth
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United States of America Patent
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Feb 21, 2023
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N/A
app pub date -
Oct 4, 2021
filing date -
Oct 4, 2021
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Abstract
Determining which edge nodes should be used for data feed preprocessing based on response time between the edge nodes and the sources and network bandwidth usage. Edge node determination does not rely on which edge node is closest in physical proximity to the source, but rather makes a determination that minimizes transmission time and ensures network bandwidth usage is minimized. Machine learning models associated with source and edge node are trained over time based on observed response times and/or network bandwidth utilization, subsequently the models are executed with bandwidth network set to zero and the model outputting the lowest response time is deemed to be the edge node that is used.
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