公开(公告)号：US20200257680A1

公开(公告)日：2020-08-13

申请号：US16858477

申请日：2020-04-24

Applicant: Splunk Inc.

Inventor： Gergely DANYI ,  Steve FLANDERS ,  Joseph Ari ROSS ,  Justin SMITH ,  Eric WOHLSTADTER ,  Chenyu YANG

IPC: G06F16/245 ,  G06F11/30 ,  G06F11/34

Abstract: A computer-implemented method for analyzing spans and traces associated with a microservices-based application executing in a distributed computing environment comprises aggregating a plurality of ingested spans associated with one or more applications executing in the distributed computing environment into a plurality of traces, wherein each of the plurality of ingested spans is associated with a plurality of tags. The method further comprises comparing durations of a set of related traces of the plurality of traces to determine patterns for the plurality of tags and generating a histogram that represents a distribution of the durations of the set of related traces. The method also comprises providing alerts for one or more tags from the plurality of tags associated with traces having a duration above a threshold based on the distribution of the durations.

公开(公告)号：US20210232485A1

公开(公告)日：2021-07-29

申请号：US16752286

申请日：2020-01-24

Applicant: SPLUNK INC.

Inventor： Mayank AGARWAL ,  Dmitrii ANOSHIN ,  Steven FLANDERS ,  Steven KARIS ,  Justin SMITH ,  Eric WOHLSTADTER

IPC: G06F11/36 ,  G06F16/953

Abstract: A method of analyzing a performance of a microservices-based application comprises generating a plurality of traces from a plurality of spans associated with the microservices-based application. The method also comprises generating a plurality of data sets each associated with a respective analysis mode of a plurality of analysis modes using the plurality of traces, wherein each analysis mode extracts a different level of detail for analyzing the performance of the services in the application from the plurality of spans. Further, the method comprises selecting, based on a first user query, a first analysis mode from the plurality of analysis modes for generating a response to the first user query. The method also comprises accessing a data set of the plurality of data sets that is associated with the first analysis mode and generating the response to the first user query using the data set associated with the first analysis mode.