This article explains about Watson AIOps 3.2.0 demo setup with iLender Application.
The article is based on the the following
- RedHat OpenShift 4.8 on IBM Cloud (ROKS)
- Watson AIOps 3.2.0
Architecture
Here is the architecture that is going to be setup.
1. Pre-requisites on User Laptop / client linux VM
| S.No |
Title |
Description |
Reference |
| 1.1 |
Install Apache Benche |
To create load on the app |
Details ...
|
| 1.2 |
Other installs |
Openshift CLI, Kubectl CLi, Curl, jq, Helm |
|
2. Watson AIOps 3.2 Installation
| S.No |
Title |
Reference |
| 2.1 |
Watson AIOps 3.2.0 Installation and demo setup requirements |
Details ...
|
| 2.2 |
Updating Global Pull Secrets before installing WAIOps 3.2 |
Details ... |
| 2.3 |
Installing Watson AIOps AI-Manager on ROKS |
Details ... |
3. Setup Managed Environment
| S.No |
Title |
Description |
Reference |
| 3.1 |
Install iLender app |
Install iLender app on the managed environment |
Details
|
4. Setup Operational Systems
| S.No |
Title |
Description |
Environment |
Reference |
| 4.1.a |
Install Humio on VM |
Setup Humio on a single node (16 core, 64 GB) |
Any VM |
Details ...
|
| 4.1.b |
Install Humio on OpenShift |
Setup Humio on OpenShift |
|
Details ...
|
| 4.2 |
Create Slack acccount |
Setup free slack account and create workspace, channels and slack app |
Slack |
Details |
| 4.3 |
Create ServiceNow Instance |
|
ServiceNow |
Details ... |
| 4.4 |
Create Sample Incidents in Service now |
|
ServiceNow |
Details |
5. Setup Initial 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 |
6. Application Management
| S.No |
Title |
Reference |
| 6.1 |
Create Application from Resource Groups |
Details
|
7. 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
|
8. 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 |
9. 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
|
Released by :
Jeya Gandhi Rajan M
Vijaya Bhaskar R Siddareddi
Vijay Sukthankar (Squad Leader)
Hybrid-Cloud Squad
GSI Labs