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Virtual Event
August 17–August 20, 2020
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Thursday, August 20 • 17:20 - 17:55
An Open Platform for Trading Interconnected Equities and Assets - Walid Ali, Google

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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.
Speakers
avatar for Walid Ali

Walid Ali

Cloud and AI Solutions, Google
Walid is currently leading AI hybrid solutions at Google Cloud. His team is delivering cutting edge and multi-cloud AI enterprise solutions in key industrial segments. Before Google, He led the global AI & cloud solutions teams at Intel and AMD, revolutionizing the line of business... Read More →

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Thursday August 20, 2020 17:20 - 17:55 CEST
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