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Hou Gang

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Open Standards for Machine Learning DeploymentKubeCon + CloudNativeCon + Open Source Summit China 20192019-06-24
Covers practical adoption of open ML formats and concrete tradeoffs: PMML works well for classical models and metadata but lacks deep‑learning and custom ops…
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Open Standards for Machine Learning DeploymentKubeCon + CloudNativeCon China 20192019-06-24
Compares practical deployment formats: PMML, PFA and ONNX, and how they map to scikit‑learn, Spark ML, TensorFlow, Keras and PyTorch. Reports strengths and…
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Build an Event Driven Machine Learning Pipeline on KubernetesKubeCon + CloudNativeCon China 20192019-06-24
Join us for Kubernetes Forums Seoul, Sydney, Bengaluru and Delhi - learn more at kubecon.io Don't miss KubeCon + CloudNativeCon 2020 events in Amsterdam March…
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Build an Event Driven Machine Learning Pipeline on KubernetesKubeCon + CloudNativeCon + Open Source Summit China 20192019-06-24
Build an Event Driven Machine Learning Pipeline on Kubernetes - Animesh Singh & Hou Gang, IBM AIOps as a field is becoming the need of the hour. With various…
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