Showing results for Scala - ISE Developer Blog

Jan 18, 2019
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Running Parallel Apache Spark Notebook Workloads On Azure Databricks

Clemens Wolff
Clemens Wolff

This article walks through the development of a technique for running Spark jobs in parallel on Azure Databricks. The technique enabled us to reduce the processing times for JetBlue's reporting threefold while keeping the business logic implementation straight forward. The technique can be re-used for any notebooks-based Spark workload on Azure Dat...

Big Data
Dec 12, 2018
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Social Stream Pipeline on Databricks with auto-scaling and CI/CD using Travis

Mor Shemesh
Mor Shemesh

This code story describes CSE's work with ZenCity to create a data pipeline on Azure Databricks supported by a CI/CD pipeline on TravisCI. The aim of the collaboration was to create a pipeline capable of processing a stream of social posts, analyzing them, and identifying trends.

DevOpsBig DataAzure App Services
Nov 20, 2017
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Permissively-Licensed Named Entity Recognition on the JVM

Clemens Wolff
Clemens Wolff

The ability to correctly identify entities, such as places, people, and organizations, adds a powerful level of natural language understanding to applications. This post introduces a MIT-licensed one-click deployment to Azure for web services that lets developers get started with a wide range of natural language tasks in 5 minutes or less, by consu...

Machine LearningAzure App Services