Showing results for 2018 - ISE Developer Blog

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
Oct 25, 2018
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How to Build A K8S Http API For Helm, and Serve Micro-services Using A Single IP

Itye Richter
Itye Richter

The Commercial Software Engineering team (CSE) partnered with Axonize to automate the process of deploying apps to Kubernetes, and expose these apps to the internet via a single IP. This post is about enabling applications in your Kubernetes cluster to programmatically install helm charts and expose them through a single public facing IP.

ContainersInternet Of Things
Aug 9, 2018
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Infrastructure as Code – On demand GPU clusters with Terraform & Jenkins

Tomer Rosenthal
Tomer Rosenthal

Developing robust algorithms for self-driving cars requires sourcing event data from over 10 billion hours of recorded driving time. CSE worked with Cognata, a startup developing simulation platforms for autonomous vehicles, to build a Jenkins pipeline and Terraform solution that enabled our partner to dynamically scale GPU resources for their simu...

DevOpsContainers
Jul 9, 2018
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Deploying a Batch AI Cluster for Distributed Deep Learning Model Training

Stephanie Marker
Stephanie Marker

Microsoft and Land O'Lakes partnered to develop an automated solution to identify sustainable farming practices given thousands of satellite images of Iowan farms. Our primary goal was to reduce the reliance on manual interviewing of farmers and make it more profitable for farmers to follow sustainable farming practices. To tackle this issue our te...

Machine LearningContainers
Jul 5, 2018
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Satellite Images Segmentation and Sustainable Farming

Olga Liakhovich
Olga Liakhovich

Can Machine Learning help with detecting sustainable farming practices? In this blog post inspired by our collaboration with Land O'Lakes we share the lessons we learned in the image segmentation space.

Machine Learning