Azure

Building an Azure based Industrial Internet of Things Solution for Factory Automation

November 17, 2021 Nov 17, 2021 11/17/21

saschac

Microsoft CSE was involved in the process of a smart factory transformation in the automotive space, leveraging Microsoft technology, building an Industrial Internet of Things solution for factory automation.

Azure Service Operators – A Kubernetes native way of Deploying Azure Resources

November 11, 2021 Nov 11, 2021 11/11/21

Janani Vasudevan

The promise of being able to standardize on Kubernetes as a platform is attractive as it offers unique solutions to many of the challenges companies face. This post talks about the Azure Service Operator open source project that helps customers deploy Azure Resources using Kubernetes definitions

Detecting “Action” and “Cut” in Archival Footage Using a Multi-model Computer Vision and Audio Approach with Azure Cognitive Services

September 27, 2021 Sep 27, 2021 09/27/21

Nile Wilson

Movies and TV shows require multiple takes per scene and may have a substantial amount of archival footage as a result. Here, we use Azure Cognitive Services and custom code to develop a multi-model Machine Learning (ML) solution to automatically detect discardable footage to save media companies manual archiving hours and storage space.

Building an Action Detection Scoring Pipeline for Digital Dailies

September 20, 2021 Sep 20, 2021 09/20/21

Samuel Mendenhall

Media companies capture footage filmed for the entire day in what's known as ‘digital dailies’. When talking about terabytes and petabytes of content, storage costs can be a factor. Lets explore Machine Learning approaches to identify which content can be archived or discarded which will save on those storage costs.

Building A Clinical Data Drift Monitoring System With Azure DevOps, Azure Databricks, And MLflow

October 29, 2020 Oct 29, 2020 10/29/20

Nile Wilson

Hospitals around the world regularly work towards improving the health of their patients as well as ensuring there are enough resources available for patients awaiting care. During these unprecedented times with the COVID-19 pandemic, Intensive Care Units are having to make difficult decisions at a greater frequency to optimize patient health ...

Using Blockchain To Securely Transfer And Verify Files

July 30, 2019 Jul 30, 2019 07/30/19

Lilian Kasem (she/her)

MOOG came to CSE in hopes of building a technology solution that would prove the provenance and transfer of digital assets securely between parties. Working together, Microsoft and MOOG set out to develop a demo of this solution that leverages Azure and blockchain technology.

Preventing Rhino Poaching With Microsoft Azure

May 7, 2019 May 7, 2019 05/7/19

Olga Liakhovich

In the last eight years, poaching in Africa has been happening at an alarming rate. Currently, the continent loses three rhinos a day. As part of our team’s mission to find new ways that technology can positively impact our world, we’ve been collaborating with the Combating Wildlife Crime team Peace Parks Foundation (PPF), in partnership with

Improving Safety and Efficiency in BMW Manufacturing Plants with an Open Source Platform for Managing Inventory Delivery

December 19, 2018 Dec 19, 2018 12/19/18

Ryan Pedersen

Over the course of twelve months Microsoft and BMW partnered three different times to help BMW with its vision for technical transformation. An open-source package called ROS-Industrial was used to help provide the building blocks for the robotics work.

Social Stream Pipeline on Databricks with auto-scaling and CI/CD using Travis

December 12, 2018 Dec 12, 2018 12/12/18

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.

Attaching and Detaching an Edge Node From a HDInsight Spark Cluster when running Dataiku Data Science Studio (DSS)

August 20, 2018 Aug 20, 2018 08/20/18

Amy Boyd

Earlier this year, Dataiku and Microsoft joined forces to add extra flexibility to DSS on HDInsight, and also to allow Dataiku customers to attach a persistent edge node on an HDInsight cluster – something which was previously not a feature supported by the most recent edition of Azure HDInsight.

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