The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for KubeCon + CloudNativeCon Europe 2020 - Virtual to participate in the sessions. If you have not registered but would like to join us, please register here.
Please note: This schedule is automatically displayed in Central European Summer Time (CEST). To see the schedule in your preferred timezone, please select from the drop-down menu to the right, above "Filter by Date." The schedule is subject to change.
Asset Trading (Stocks, Commodities...) fuses various data sources, stat & ML models & visualization tools. K8s and Kubeflow massively scale to thousands of models, brokerage organizations & analysts We illustrate how K8s handles Stock Trading by creating two clusters (Dev & Prod) to handle: -Thousands of stocks where ticker info are ingested, processed and stored in Stateful Cassandra. -Legacy MS SQL Server accessed through containerized .NET apps. -Live Tweets are analyzed using NLP tools -News Feeds are analyzed through Thomson Reuters Eikon -Industrial sectors statistical analysis -ML Models predicting asset pricing, trained through Kubeflow &TFJobs -Inference through R-based pods, and ML models deployed through Seldon A Jenkins server handles CI/CD for automating model training and deployment. Scaling is carried out via Namespaces, RBAC, Net Policies & Resource Constraints.
