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Dev Talk: Azure Cloud Infrastructure

by Royce Hall on July 23, 2020 | Azure,software development,technology

Cloud Scaling Process

Machine Learning Use Case Tech: Azure, Nomad, Consul, Linux/Ubuntu, Terraform We are developing a platform with a client that ingests photographs into a Machine Learning application for analysis. One of the difficulties we faced was a question of variable scalability - the workload is, by nature, going to be “bursty”. It might have 100 jobs to process all at once,...

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CTO to Go: Moving to the Cloud

by Royce Hall on July 13, 2020 | Azure,software development,technology,Tools

Benefits of the Cloud I thhink the reason the cloud has become an important thing is because managing your own infrastructure (your hardware, your network, your data center) are all very complex and difficult. It used to be that if you were a company that was big enough to need that type of stuff, you had no choice but to...

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Azure Through the Eyes of a Drone

by Royce Hall on June 5, 2020 | Azure,data management,software development,technology,Tools

One of the coolest projects Level 12 has worked on has been utilizing autonomous drones to inspect wind turbines for damage and analyzing the pictures the drones take with machine learning. I did a brief write-up of this project here. There are all sorts of things to nerd out on: drones, Machine Learning, cloud computing, Internet of Things, and automation....

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