公开(公告)号：US11755725B2

公开(公告)日：2023-09-12

申请号：US16261753

申请日：2019-01-30

Applicant: Salesforce, Inc.

Inventor： Amey Ruikar ,  Carl Meister ,  Tony Wong ,  Charles Kuo ,  Aishwarya Kumar ,  Wayne Rantala ,  Shailesh Govande

IPC: G06F21/55 ,  G06N20/00 ,  G06Q30/01

CPC classification number: G06F21/552 ,  G06F21/554 ,  G06N20/00 ,  G06F2221/034 ,  G06Q30/01

Abstract: Techniques and structures to facilitate anomaly detection within a networking system, including receiving a plurality of performance metric messages at a database system, extracting a plurality of anomaly detection messages included in the performance metric messages, storing the plurality of anomaly detection messages in an in-memory database and executing a machine learning model to process the plurality of anomaly detection messages in the in-memory database to detect whether anomalous usage of the networking system has been detected.

公开(公告)号：US20240118937A1

公开(公告)日：2024-04-11

申请号：US17962301

申请日：2022-10-07

Applicant: Salesforce, Inc.

Inventor： Bo Zong ,  Huan Wang ,  Tian Lan ,  Ran Yao ,  Tony Wong ,  Daeki Cho ,  Caiming Xiong ,  Silvio Savarese ,  Yingbo Zhou

IPC: G06F9/50 ,  G06F9/46

CPC classification number: G06F9/505 ,  G06F9/468 ,  G06F9/5072

Abstract: Embodiments herein relate to prediction, based on previous usage of a cloud-based computing resource by a user of one or more users of the cloud-based computing resource, future usage of the cloud-based computing resource. Based on the predicted future usage, embodiments relate to identifying that throttling of access to the cloud-based computing resource is to occur, and notifying the user of the throttling. Other embodiments may be described and/or claimed.