Systems and Methods for One-Click Root Cause Analysis

A computing device, comprising:

• a processor;
• and
• a non-transitory computer-readable medium having stored thereon instructions that, when executed by the processor, cause the processor to perform operations including:
• receiving a user input via a graphical user interface (GUI) requesting automated performance of a root cause analysis corresponding to an alert due to a triggering event, wherein the triggering event is associated with a time-series data set;
• performing pre-processing on the time-series data set,
• generating a prompt instructing a large language model (LLM) to perform the root cause analysis based on results of the pre-processing on the time-series data set;
• transmitting the prompt to the LLM,
• receiving a response to the prompt from the LLM including results of the root cause analysis, and
• revising the GUI resulting in display of the results of the root cause analysis.

A non-transitory computer-readable medium having stored thereon instructions that, when executed by one or more processors, cause the one or more processors to perform operations including:

• receiving a user input via a graphical user interface (GUI) requesting automated performance of a root cause analysis corresponding to an alert due to a triggering event, wherein the triggering event is associated with a time-series data set;
• performing pre-processing on the time-series data set;
• generating a prompt instructing a large language model (LLM) to perform the root cause analysis based on results of the pre-processing on the time-series data set;
• transmitting the prompt to the LLM;
• receiving a response to the prompt from the LLM including results of the root cause analysis;
• and
• revising the GUI resulting in display of the results of the root cause analysis.