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Trevor Grant

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Qumat: Apache Mahout Quantum ComputeBerlin Buzzwords 20252025-06-15
Mahout adds a new Qumat layer that treats quantum circuits as complex-valued matrix chains so algorithms written once run on multiple backends (qiskit, cirq…
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The Future Of Reproducible Research: Powered By KubeflowKubeCon + CloudNativeCon Europe 20222022-05-16
Publishes a peer‑reviewed article plus a Kubeflow Pipeline that reproduces a low‑dose CT denoising workflow, running on Kubernetes with Apache Spark and Apache…
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Making Apache Spark, Apache Mahout, Kubeflow, and Kubernetes Play NiceFOSDEM 20222022-02-05
Working with big data matrices is challenging, Kubernetes allows users to elastically scale, but can only have a pod as large as a node, which may not be large…
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Introducing Kubeflow (w. Special Guests Tensorflow and Apache Spark)Open Source Summit + Embedded Linux Conference North America 20192019-08-21
Kubeflow packages training, experiment tracking, and serving so models move from laptop to cluster with a few commands: kfctl init / generate / apply. It wires…
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Introducing Kubeflow (w. Special Guests Tensorflow and Apache Spark)KubeCon + CloudNativeCon China 20192019-06-24
Kubeflow packages a set of interoperable components to move models from laptop to cluster and into production, combining JupyterHub for notebooks, TensorFlow…
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Introducing Kubeflow (w. Special Guests Tensorflow and Apache Spark)KubeCon + CloudNativeCon + Open Source Summit China 20192019-06-24
Kubeflow packages experiment tracking, hyperparameter tuning and deployment so models move from laptop to cluster with fewer one‑off scripts, using JupyterHub…
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Do I Know You? Real time facial recognition with an Apache stackFlink Forward Berlin 20172017-09-11
Full stack lambda-style system computes Mahout/Spark distributed SVD to produce eigenfaces (130‑d vectors) from a 10,000-face dataset in about 45 minutes, uses…
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Apache Zeppelin: A friendlier way to FlinkFlink Forward Berlin 20162016-09-12
Shows a Zeppelin notebook workflow running Flink examples end to end: a quick word count from local mini-cluster, loading jars to call FlinkML and Mahout for…
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