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Architecting High-Performance AI Infrastructure:
Networking from Data Center to Cloud GPU to the User – presented by Global Head of Solution Architects, Jason Bordujenko
As enterprises move AI from proof of concept to production, the underlying infrastructure becomes critical. Watch our on-demand webinar, where Megaport and Vultr explore how organizations are building robust hybrid architectures to support AI workloads at scale.
Our speakers conclude with a live demo, showing you how to establish dedicated, private connections between your existing infrastructure and GPU-as-a-Service resources using Megaport’s networking platform.
You’ll learn practical approaches to building a resilient AI infrastructure that maintains data sovereignty while enabling high-performance computing at the edge and in the cloud.
In this technical session, we examine:
- Hybrid infrastructure designs for managing AI data pipelines across on-premises, colocation, and cloud environment
- Best practices for secure, low-latency connectivity to GPU resources
- Building diversity and 99.99 % resiliency in minutes, not months
- Network architecture considerations for training and inference workflows
- Real-world examples of enterprises optimizing their existing infrastructure investments while leveraging GPU-as-a-Service

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