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Dan Sun

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Panel: Routing Intelligence Vs Traffic Control: Arc...Cloud Native AI + Kubeflow Day 20262026-03-23
Gateway Inference Extension (GAIE) debates whether routing logic lives out-of-band as an external processing call or in-path as a next-hop Service. Practical…
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KServe Next: Advancing Generative AI Model ServingCloud Native + Kubernetes AI Day North America 20252025-11-10
KServe v0.17 introduces a dedicated LLMInferenceService CRD with model and KV caching, integration with the Envoy AI Gateway, and RMD integration for…
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Evolve, Adapt, and Adopt: Envoy in the AI EraVirtual EnvoyCon 20252025-10-15
Panel describes concrete changes: Envoy teams add an Envoy AI Gateway layer, an inference pool model and hooks (external processing server, Lua, WebAssembly)…
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Accelerate and Autoscale Deep Learning Inference on GPUs with KFServingKubeCon + CloudNativeCon North America 2020 Virtual2020-11-17
KFServing v1beta1 plus Knative autoscaling and activator deploys TensorFlow/PyTorch BERT on GPUs using TF-Serving or Triton, enabling 20x speedup versus CPU…
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Introducing KFServing: Serverless Model Serving on KubernetesKubeCon + CloudNativeCon North America 20192019-11-18
KFServing provides a Kubernetes CRD to serve TF PyTorch scikit-learn and custom containers, implementing CPU/GPU auto-scaling, scale to and from 0, and two-way…
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