This article explains about Watson AIOps 3.3.0 demo setup with iLender Application for log anomaly detection.
The article is based on the the following
- RedHat OpenShift 4.8 on IBM Cloud (ROKS)
- Watson AIOps 3.3.0
Operational Architecture
Here is the Operational architecture that we are going to setup.
- OpenShift 4.8 Cluster is installed on IBM Cloud (ROKS)
- Watson AIOps AIManager is installed on this cluster.
- Humio logging system is installed on the same OCP Cluster
- iLender Application is also deployed on the same OCP cluster.
1. Watson AIOps 3.3 Installation
| S.No |
Title |
Reference |
| 1.1 |
Watson AIOps 3.3.0 Installation and demo setup requirements |
Details ...
|
| 1.2 |
Installing Watson AIOps AI-Manager on ROKS |
Details ... |
2. Setup Tools for Integration
| S.No |
Title |
Description |
Environment |
Reference |
| 3.1 |
Install Humio |
Setup Humio in the same OCP Cluster |
OCP Cluster |
Details ...
|
| 3.2 |
Create Slack acccount |
Setup free slack account and create workspace, channels and slack app |
Slack |
Details |
| 3.3 |
Create ServiceNow Instance |
Procure a ServiceNow Developer Instance |
ServiceNow |
Details ...
Up and Running |
| 3.4 |
Install SnowPlugin |
|
ServiceNow |
Details ...
Up and Running |
| 3.5 |
Create Sample Incidents in Service now |
|
ServiceNow |
Details |
3. Setup Managed Environment
| S.No |
Title |
Description |
Reference |
| 4.1 |
Install iLender app |
Install iLender app on the managed environment |
Details
|
4. Setup Data and Tool Configurations
| S.No |
Title |
Description |
Reference |
| 5.1 |
Setup Slack Integration |
Integrate with Slack collaboration platform. Need to copy nginx certificate as well. |
Details
|
| 5.2 |
Setup Humio Integration |
|
Details
|
| 5.3 |
Setup Servicenow Integration |
|
Details |
| 5.4 |
Setup Kubernetes Integration |
|
Details |
5. Application Management
| S.No |
Title |
Reference |
| 6.1 |
Create Application from Resource Groups |
Details
|
6. AI Model Management
| S.No |
Title |
Reference |
| 7.1 |
Create Training Definition for Log Anomaly Detection |
Details
|
| 7.2 |
Create Training Definition for Similar Incidents |
Details
|
| 7.3 |
Enable Story Creation Policy |
Details
|
| 7.4 |
Runbook Automation |
Details
|
7. Training
| S.No |
Title |
Description |
Reference |
| 8.1 |
Generate Load |
Generate the load for the app |
Details
|
| 8.2 |
Log Anomaly Detection training |
Create load in app, enable Data flow on humio integration, selction the mode, start the Log Anomaly Detection training |
Details |
| 8.4 |
Similar Incidents training |
Enable Data flow on Servicenow integration, selction the mode, start the Similar Incidents training |
Details |
8. Inferencing
| S.No |
Title |
Description |
Reference |
| 9.1 |
Demo Script |
Prepare demo script to introduce log anomaly and ingest events |
Details
|
| 9.2 |
Run Demo |
Run the demo script to induce error in credtiscore service based on the load |
Details
|
| 9.3 |
Check Stories on Web and Slack |
Check the stories created by WA |
Details
|
| 9.4 |
Resolving Incident |
Resolving Incident |
Details
|
#howto#configure#installation#cp4waiops#CloudPakforWatsonAIOps#aimanager#LogAnalysis#anamoly#demo#humio#ROKS#part1