公开(公告)号：US10922062B2

公开(公告)日：2021-02-16

申请号：US16384651

申请日：2019-04-15

Applicant: salesforce.com, inc.

Inventor： Laksh Venka ,  Brian Toal

IPC: G06F9/44 ,  G06F8/41

Abstract: Embodiments of the present disclosure relate to software application optimization. Other embodiments may be described and/or claimed.

公开(公告)号：US11327952B2

公开(公告)日：2022-05-10

申请号：US16563204

申请日：2019-09-06

Applicant: Salesforce.com, Inc.

Inventor： Ajay Krishna Borra ,  Gokulakrishnan Gopalakrishnan ,  Manpreet Singh ,  Brian Toal ,  Laksh Venka ,  Metarya Ruparel

IPC: G06F7/00 ,  G06F17/00 ,  G06F16/23

Abstract: A metric data stream for a plurality of metrics may be retrieved from a database system. Each metric may measure a respective computing characteristic. The metric data stream may include a plurality of values for each of a sequence of time intervals. Each value may correspond with a respective one of the metrics. A plurality of metric correlation matrices may be determined for the metrics, each of which is associated with a respective time period in the metric data stream. A subset of comparison metric correlation matrices may be selected from the plurality of metric correlation metric matrices. A designated anomaly score may be determined for a designated time period by comparing a designated metric correlation matrix associated with the designated time period with the selected subset of comparison metric correlation metric matrices.

公开(公告)号：US10922095B2

公开(公告)日：2021-02-16

申请号：US16384699

申请日：2019-04-15

Applicant: salesforce.com, inc.

Inventor： Brian Toal ,  Laksh Venka

IPC: G06F9/44 ,  G06F9/445 ,  G06F9/48

Abstract: Embodiments of the present disclosure relate to software application performance regression analysis. Other embodiments may be described and/or claimed.