Meta has evolved its networking architectures to meet the growing demands of AI workloads. In this keynote Omar Baldonado explores the journey through successive AI network deployments, sharing lessons learned from production at scale.
Attendees will gain insights into how AI frameworks, xPU behavior, and NIC capabilities influence network design, and how decisions at each layer impact the overall stack. The talk also covers practical experiences with network automation, infrastructure density, telemetry for AI workloads, and strategies for managing rapid technology transitions while keeping production stable.
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Omar Baldonado is the Director of Engineering at Meta, based in Menlo Park, USA. Since joining Meta in May 2013, Omar has led the DC Networking Management & Pool team, driving innovation and operational excellence in data center networking. As a senior engineering leader, he is responsible for overseeing high-impact projects and mentoring engineering talent, contributing to Meta’s infrastructure growth and reliability.
Omar is recognized for his technical expertise, strategic vision, and commitment to building scalable network solutions that support Meta’s global platforms. He collaborates closely with cross-functional teams and plays a key role in shaping the future of Meta’s networking technologies.
What Makes Network Infra Unique?
- We design, build, and operate the technology that keeps Meta’s worldwide community connected.
- Our team is at the forefront of Capacity Delivery, AI, Reliability, and Edge & Product Experiences.
- We’re passionate about innovation—constantly evolving to meet the needs of a fast-moving industry.
What’s Happening in Network Infra?
- Scaling AI: Over 521k+ GPUs in production since 2022, powering new possibilities.
- Next-Gen Networks: Doubling backbone capacity, expanding fiber, and solving global challenges.
- Innovation at Every Layer: From data centers to edge, enabling real-time AI and rich media experiences.
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