Virtual Event
August 17–August 20, 2020
Learn More and Register to Attend This Event

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.
Back To Schedule
Thursday, August 20 • 17:20 - 17:55
An Open Platform for Trading Interconnected Equities and Assets - Walid Ali, Google

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

Feedback form is now closed.
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
-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.

avatar for Walid Ali

Walid Ali

Cloud and AI Solutions

Thursday August 20, 2020 17:20 - 17:55 CEST
InXpo https://onlinexperiences.com/Launch/Event.htm?ShowKey99259
  Case Studies