Workshop content:
The workshop features the following sections:
- Description of the scenario and small preview of the demo to understand the many parts involved
- Create resources and helpers (config maps, secrets, web server,...)
- Deploy a Kafka cluster with AMQ Streams and configure Kafka topics
- Configure Bucket notifications on OpenShift Container Storage (Ceph)
- Create an auto-scaling service consuming Kafka events with OpenShift Serverless
- Use of Open Data Hub and Jupyter Notebooks to configure bucket notifications
- Create a Grafana dashboard displaying the live pipeline
- Run the demo! Modify the image rate, change the machine learning model, and see what happens...
- Celebrate!
Speakers
Guillaume Moutier
Sr Principal Data Engineering Architect, Red Hat
Guillaume Moutier is a Sr. Principal Data Engineering Architect at Red Hat, focusing his work on data services, AI/ML workloads and data science platforms. Former CTO of Laval University in Canada, he is constantly looking for and promoting new and innovative solutions, but always with a focus on usability and business alignment brought by 20 years of IT management experience.
Karan Singh
Sr. Principal Architect & Developer Evangelist, Red Hat
Karan Singh is a Sr. Solution Architect at Red Hat focusing his work on architecture data intensive use-cases running on top of Red Hat OpenShift. Karan is a seasoned professional who extensively works on data services, AI/ML, data science and engineering solutions. He holds a strong background in infrastructure and site reliability engineering , as well as distributed Systems and event driven Application architectures.
Keng Hua Yeo
Senior Solutions Architect, Red Hat Singapore
Keng Hua Yeo is a Senior Solution Architect in Red Hat, focusing on systems platform and IT infrastructure. Over the years, he has taken on the roles of analyst/programmer for business applications development, system engineer for the installation/deployment of IBM systems, technical application consultant for ERP/SCM/CRM implementations and solution architect for projects is various industries including oil & gas, real estate, wholesale/distribution and manufacturing. In his current role as a Senior Solution Architect in Red Hat, he helps customers with infrastructure and application platform solution designs, recommendations and solution proposals for both on premise and on cloud.
