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In-person
November 12-15
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From Vectors to Pods: Integrating AI with Cloud Native - Rajas Kakodkar, Broadcom; Kevin Klues, NVIDIA; Joseph Sandoval, Adobe; Ricardo Rocha, CERN; Dawn Chen, Google
Thursday November 14, 2024 11:00am - 11:35am MST
Salt Palace | Level 2 | 255 E
The rise of AI is challenging long-standing assumptions about running cloud native workloads. AI demands hardware accelerators, vast data, efficient scheduling and exceptional scalability. Although Kubernetes remains the de facto choice, feedback from end users and collaboration with researchers and academia are essential to drive innovation, address gaps and integrate AI in cloud native. This panel features end users, AI infra researchers and leads of the CNCF AI and Kubernetes device management working groups focussed on: - Expanding beyond LLMs to explore AI for cloud native workload management, memory usage and debugging - Challenges with scheduling and scaling of AI workloads from the end user perspective - OSS Projects and innovation in AI and cloud native in the CNCF landscape - Improving resource utilisation and performance of AI workloads The next decade of Kubernetes will be shaped by AI. We don’t yet know what this will look like, come join us to discover it together.
Speakers
avatar for Dawn Chen

Dawn Chen

Principal Software Engineer, Google
Dawn Chen is a principal software engineer at Google. Dawn has worked on Kubernetes and Google Container Engine (GKE) before the project was founded. She has been one of tech leads in both Kubernetes and GKE. Prior to Kubernetes, she was the one of the tech leads for Google internal... Read More →
avatar for Ricardo Rocha

Ricardo Rocha

Lead Platforms Infrastructure, CERN
Ricardo leads the Platform Infrastructure team at CERN with a strong focus on cloud native deployments and machine learning. He has led for several years the internal effort to transition services and workloads to use cloud native technologies, as well as dissemination and training... Read More →
avatar for Kevin Klues

Kevin Klues

Distinguished Engineer, NVIDIA
Kevin Klues is a distinguished engineer on the NVIDIA Cloud Native team. Kevin has been involved in the design and implementation of a number of Kubernetes technologies, including the Topology Manager, the Kubernetes stack for Multi-Instance GPUs, and Dynamic Resource Allocation (DRA... Read More →
avatar for Joseph Sandoval

Joseph Sandoval

Principal Product Manager, Adobe
Joseph Sandoval, a seasoned tech expert with 25 years in various roles running distributed systems, infrastructure platforms and thrives on empowering developers to scale their applications. An advocate for OpenSource software, he harnesses its transformative power to champion change... Read More →
avatar for Rajas Kakodkar

Rajas Kakodkar

Staff Software Engineer at Broadcom | Tech Lead CNCF TAG Runtime, Broadcom
Rajas is a staff software engineer at Broadcom and a tech lead of the CNCF Technical Advisory Group, Runtime. He is actively involved in the AI working group in the CNCF. He is a Kubernetes contributor and has been a maintainer of the Kube Proxy Next Gen Project. He has also served... Read More →
Thursday November 14, 2024 11:00am - 11:35am MST
Salt Palace | Level 2 | 255 E
  AI + ML
  • Content Experience Level Any
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