Generative AI at the edge with Cloudflare Workers
Blog post from WorkOS
Cloudflare Workers offers a solution to deploy globally-distributed, serverless infrastructure that supports next-generation AI workloads. This allows developers to overcome challenges such as variable and unpredictable workloads, global latency requirements, and resource coordination complexity associated with traditional GPU-accelerated deployments. Edge computing platforms like Cloudflare Workers distribute computation across a global network of data centers, reducing latency through geographic distribution, providing serverless GPU access, integrating with memory and storage services, and enabling fine-grained resource scaling. By implementing AI at the edge using Cloudflare Workers, developers can deploy globally-distributed, serverless infrastructure that supports next-generation AI workloads, improving global performance characteristics, simplifying operational overhead, and achieving more efficient resource utilization.