The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 18, 2022
Filed:
Jun. 03, 2019
Dialpad, Inc., San Francisco, CA (US);
James Palmer, Novato, CA (US);
Kevin James, San Francisco, CA (US);
DIALPAD, INC., San Ramon, CA (US);
Abstract
A proactive autoscaling system can use heuristics and machine learning to proactively, dynamically and automatically scale computing resources allocated to applications up and down, prior to scaling events that cause changes in load levels. The proactive autoscaling system may be stateless, and may be agnostic to use case, platform, field of endeavor, or communication protocol used by the applications. The proactive autoscaling system gleans metrics in real-time. The gleaned metrics are indicative of load levels concerning one or more applications. These gleaned metrics may be in a variety of formats, and may be from different sources, both internal or external to the applications. The proactive autoscaling system automatically predicts scaling events based on gleaned metrics. Prior to the occurrence of a predicted scaling event, the proactive autoscaling system can automatically scale computing resources available to one or more target applications, in response to the predicting of the scaling event.