Release Notes for the KNI Industrial Edge
Summary
The Industrial Edge blueprint addresses a common use case in manufacturing which is "predictive maintenance", the detection of anomalies in sensor data coming from production line servers to be able to schedule maintenance and avoid costly downtimes. Anomaly detection is based on machine learning inference on streaming sensor data.
The 3-node, highly-available factory edge clusters produced by this blueprint are manageble via a central management hub running Open Cluster Manager. The management hub cluster also hosts OpenDataHub, which allows streaming data mirrored from factory edge clusters to be stored in a data lake for re-training of machine learning models and deploying updated models back to the factory sites. OpenDataHub includes Jupyter Notebooks for data scientists to analyse data and work on models.
Akraino Release 4 is the first release this blueprint participates in.
What is Released
Components of the release (Akraino new)
Helper tool simplifying CI/CD based blueprint deployments into AWS, GCP, and bare metal (or virtual bare metal) using the upstream OpenShift Kubernetes Distro (OKD): https://gerrit.akraino.org/r/admin/repos/kni/installer
Manifests for deploying and configuring the factory edge and management hub Kubernetes clusters as well as deploying and configuring the services required by this blueprint (OpenDataHub, OpenClusterManager, Kafka, Seldon, etc.): https://gerrit.akraino.org/r/admin/repos/kni/blueprint-ie and https://gerrit.akraino.org/r/admin/repos/kni/blueprint-management-hub.
All our code is released under Apache license: https://www.apache.org/licenses/LICENSE-2.0.html
Dependencies of the release (upstream version, patches)
- OKD v4.5 GA
- CRI-O: v1.18
- Multus-cni: version:v4.3.3-202002171705, commit:d406b4470f58367df1dd79b47e6263582b8fb511
- Open Cluster Management: v2.0
- ArgoCD Operator: v0.0.11
- OpenShift Pipelines Operator: v1.1.1
- OpenDataHub Operator: v0.6.1
Upgrade Procedures
N/A
Release Data
Enhancements
N/A
Functionality changes fo Release 4
N/A
New Features for Release 4
N/A
Version change
1.0.0
Module version changes
N/A
Document Version Changes
| 0.1 | 09-Dec-2020 | KNI Blueprint IE Team | First Draft |
| 1.0 | 17-Dec-2020 | KNI Blueprint IE Team | Release 4 version |
Deliverable
Software Deliverable
Software is available in the Akraino KNI repo.
Documentation Deliverable
Fixed Issues and Bugs
N/A
Known Limitations, Issues and Workarounds
System Limitations
N/A
Known Issues
N/A
Workarounds
N/A