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Smart Alerts Assistant for Splunk (beta)

Splunk Cloud
Splunk Labs
This app is NOT supported by Splunk. Please read about what that means for you here.
Overview
Details
* Description *
Smart Alerts Assistant for Splunk (beta) enables analysts to focus on the most important and highest-priority issues. Under the hood, Smart Alerts Assistant for Splunk captures user feedback to improve prioritization and uses machine learning to output a recommended, stack-ranked priority for each alert. Smart Alerts Assistant for Splunk empowers customers to optimize their operations centers and focus on top priorities instead of spending time triaging alerts.

* Setup *
See the Details tab for dependencies and setup instructions.

* Help *
While this app is not supported by Splunk, the development team can be reached at mlsupport@splunk.com or via the splunk-usergroups Slack in the #machinelearning channel. Responses are made on a best effort basis. Feedback is always welcome and appreciated!

Learn more about the splunk-usergroups Slack here: https://docs.splunk.com/Documentation/Community/current/community/Chat#Join_us_on_Slack)

This beta release is solely for internal testing and evaluation and not for production use.

Instructions

Prerequisites

Before installing this app, you must have the following downloaded from Splunkbase and installed in your Splunk instance:
- [Required] Install Splunk Machine Learning Toolkit version >= 5.3.1
- [Required] Install Python for Scientific Computing (PSC) add-on, version >= 4.0.0 (Linux | MacOS | Windows)

Note: The installer for version 4.0.0 of the PSC add-on is bigger than the default upload limit for Splunk Web. Follow these instructions to increase the Splunk Web upload limit to at least 1 GB.
1. Create a file called $SPLUNK_HOME/etc/system/local/web.conf with the following stanza:

[settings]
max_upload_size = 1024
  1. To restart Splunk from the Splunk toolbar, select Settings > Server controls and click Restart Splunk.
  2. On the Splunk toolbar, select Apps > Manage Apps and click Install App from File.
  3. Click Choose File and select the PSC add-on file.
  4. Click Upload to begin the installation.

Install

This app should be installed on the search head only. We currently do not support distributed search and search head clustering. Installing the app via browser is recommended; CLI install is not required. For Splunk Cloud, refer to Install apps in your Splunk Cloud deployment. For customer managed deployments, refer to the standard methods for Splunk Add-on installs as documented for a Single Server Install or a Distributed Environment Install.

Configuration

No special configuration is required to run this app.

Usage

Navigate to the Smart Alerts Assistant for Splunk (beta) app by selecting it from the left-hand app panel or the app-selector dropdown menu. Once in the app, you will see a demo dataset with alerts to rank. Click "Rank Alerts.” You can then interact with the alerts - such as expanding alerts or marking them as false positives - and the model will learn from your actions. Click "Rerank results" to see the updated ranking. See the instructions within the app for more detail.

Known Issues

There are no known issues at this time.

Troubleshooting Steps

If you run into any issues with the app, try refreshing your browser and trying again.

Upgrade

There are no special instructions for upgrading this app to a newer version.

Help

While this app is not supported by Splunk, the development team can be reached at mlsupport@splunk.com or via the splunk-usergroups Slack in the #machinelearning channel. Responses are made on a best effort basis. Feedback is always welcome and appreciated!

Learn more about the splunk-usergroups Slack here.

Release Notes

Version 0.1.20
June 14, 2022

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