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In-person
1-4 April 2025
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🪧 Poster Session: Effortlessly Build High-Performance AI/ML Pipelines With Accelerator Chaining and K8s Native Tech - Kazuki Yamamoto, NTT & Derek Wang, Intuit
Wednesday April 2, 2025 13:30 - 14:30 BST
Level 1 | Hall Entrances S8 - S9, N8 - N9
Join us for an enlightening presentation on effortlessly building advanced, high-performance processing infrastructure for AI/ML workloads with low power consumption.

In streaming processing, accelerators are assigned only for specific tasks in the workload. By assigning each task to the appropriate accelerator and "chaining" them, we obtain high-performance infrastructure with low power consumption at the service level.

Native Kubernetes is a popular choice for deploying AI/ML workloads. However, more is needed to create a new processing form, described above, "Accelerator Chaining Pipelines."

This presentation will demonstrate how we leverage Numaflow and "Dynamic Resource Allocation"(DRA) to overcome challenges, and effortlessly build an "Accelerator Chaining Pipeline" in NTT. You will see a glimpse of future innovations, including direct data transfer and CNI extensions for high-speed communication between accelerators.
Speakers
avatar for Derek Wang

Derek Wang

Principal Software Engineer, Intuit
Derek Wang is a Principal Software Engineer working for Intuit, his main focus is on the architecture of event-driven systems, as well as streaming data processing platforms. He is the project lead of a couple of open source projects: CNCF graduated project Argo Events, and Numaflow... Read More →
avatar for Kazuki Yamamoto

Kazuki Yamamoto

Software Research Engineer, NIPPON TELEGRAPH AND TELEPHONE CORPORATION（NTT）
Yamamoto Kazuki is a research engineer at NTT Software Innovation Center, engaging in distributed systems and virtualization. He has researched computing technology, optimizing compiler, and worked on CI/CD tasks. Currently, he focuses on disaggregated computing Infrastructure and... Read More →
Wednesday April 2, 2025 13:30 - 14:30 BST
Level 1 | Hall Entrances S8 - S9, N8 - N9
  🪧 Poster Sessions, AI + ML

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