From Zero to Infinity: How AI-Powered Hedge Funds Build Cloud-Native AI Platforms on Kubernetes

Explore how an AI-powered hedge fund builds a cloud-native AI platform on Kubernetes in this conference talk. Learn about Metabit Trading's approach to overcoming challenges in scaling their computing platform from 0 to hundreds of pods for concurrent data access. Discover the implementation of an elastic distributed cache solution using Fluid and JuiceFS to address performance bottlenecks and improve compute scalability. Gain insights into achieving automatic scaling in production environments through elastic cache clusters and Prometheus-based strategies. Understand the process of balancing cost and performance with timed autoscaling using Fluid and CronHPA. Witness a demonstration of the solution and evaluate its performance and cost benefits as experts from Metabit and Fluid share their experiences in reaching 1000Gbps throughput.

From Zero to Infinity: How AI-Powered Hedge Fund Build Cloud-Native AI Platfo... Yang Che & Zhiyi Li