Tag: Azure

Run benchmark for Apache Hive LLAP on Microsoft Azure

In this post, I show you benchmarks for Apache Hive LLAP on Azure HDInsight. You can quickly start and see how LLAP is different with regular Hive (container on Tez) using managed service cluster.

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Spark ML Serving with Azure Machine Learning service

Using Azure Machine Learning service, you can train the model on the Spark-based distributed platform (Azure Databricks) and serve your trained model (pipeline) on Azure Container Instance (ACI) or Azure Kubernetes Service (AKS).
In this post, I show you this step and background using AML Python SDK.

Run FPGA Accelerated Serving (“Project Brainwave”)

Azure Machine Learning Hardware Accelerated Models (Project Brainwave) provides hardware accelerated machine learning with FPGA.
In Github tutorial, there are several useful helper classes and functions (with python) which encapsulate boilerplate code to achieve provisioning steps. In this post I show you the same steps without these helpers. With these steps I hope it helps you to understand new FPGA-enabled services and how it’s working.