EARLY DETECTION AND WARNING FOR SYSTEM BOTTLENECKS IN AN ON-DEMAND ENVIRONMENT

Patent №

US 11,675,758

Granted

2023-06-13

Filed 2021

Owner

SALESFORCE.COM, INC.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17353009

In accordance with embodiments, there are provided mechanisms and methods for facilitating early detection and warning for system bottlenecks in an on-demand services environment according to one embodiment. In one embodiment and by way of example, a method includes detecting waits during processing of a query within a processing pipeline, wherein the waits include one or more of application-specific waits and database-specific waits; diagnosing the waits to identify a wait that has turned into a bottleneck; classifying one or more types of issues causing the wait to turn into the bottleneck; generating an alert having associated information detailing the issues based on the one or more types and a location of the wait within the processing pipeline; and transmitting the alert to facilitate correction activities.

Machine learningKnowledge representationPlanningAI hardwareG06F 16/217G06F 11/0709G06F 11/0772G06F 11/079G06F 11/302G06F 11/3055G06F 11/327G06F 11/3419+7 more

AI classification

Planning1.00
AI hardware0.99
Machine learning0.99
Knowledge representation0.81
Natural language0.12
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

SALESFORCE.COM, INC.

assignment · 627590495

Assignors

CHENNEN, PRATHEESH EZHAPILLY, KUMAR, VISHWAJIT, SAMANT, SIDDHARTH

On an employer assignment, the assignors are typically the inventors.

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