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A case for machine-learning infrastructure automation to keep Higher Ed competitive

Posted by John Mathon on Mar 10, 2019 6:00:00 AM

Every school’s goal is to give students an advantage in the professional world. No matter what subject they teach, university professors squeeze as much information as possible into a short semester to create intellectual value. For computer science, this is most obvious in the global race for artificial intelligence (AI) talent. According to Forbes, “The countries pushing AI forward have ready access to qualified professionals. They have also developed university programs and AI curriculum to develop more talent. When it comes to emerging technologies, intellectual capital is a huge strategic advantage.”

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Topics: AI, CTO, DevOps Automation, Machine Generated Code, Machine Learning, Higher Education

Cloud maturity and the unseen debt

Posted by John Mathon on Dec 10, 2017 8:13:14 AM

We are still at an early stage of cloud deployment for the vast majority of companies in the world.  However, surveys show that this is changing rapidly.  The cloud has proven itself in cost, reliability and security.    In fact, the onus has gone the other way now.  

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Topics: DevOps First, Full Stack Deployment

Simple standards crush complex ones

Posted by John Mathon on Aug 2, 2017 8:40:46 AM

SOA -> API as  PaaS -> Docker 

I frequently make an analogy of why API's have supplanted SOA as being for similar reasons why Docker/Kubernetes is supplanting PaaS.

SOA was architecturally superior and theoretically provided the same benefits as API's.  Many companies went down the SOA road but few ever implemented it very far.  For instance, governance registry is pretty key part of the whole reuse idea in SOA and those were rarely implemented by companies and those that implemented them rarely found much reuse.   Reuse which was a primary goal of SOA and it was never achieved in most companies.  

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Topics: Containers as a Service, Full Stack Deployment

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