This design for Predictive Maintenance for IT Operations using Cloud Native Splunk Enterprise with SmartStore was developed with the following goals.
Requirement | Notes |
The solution is deployed on the Dell Validated Design for Analytics — Data Lakehouse. | See the Dell Validated Design for Analytics — Data Lakehouse Design Guide for specifics. |
Leverage Splunk indexing and searching. | Part of the Splunk core services |
Leverage Splunk SmartStore tiering with Dell Elastic Cloud Storage (ECS). | Part of the Splunk core services |
Warm data is stored in ECS. | See the ECS documentation for specifics. |
Predictive forecasting uses the Splunk Deep Learning Toolkit (DLTK). | The DLTK is in Splunkbase . |
Streaming with HAProxy in the data path. | Required in production deployments |
Integrate live telemetry. | Required for the Live telemetry test case |
Streaming with the Splunk Event Generator ( Eventgen ) for fault injection. | Required for the Fault injection test case |