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Apache Airflow , Azure HDI clusters : Scenarios for hybrid environments

AWS and Azure are today’s leading cloud providers with plethora of offerings for data, analytics and ML workloads.In the recent past cloud native start-ups had the liberty to chose their cloud environments based on the product path forward. In some cases we have even seen that it makes more sense to build one’s own Cloud platform …

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In search of Cluster Compute Clarity – Part-2

In part-1 AI in micro services we discussed at a high-level the various components of development and integration, with a real-world example of optimizing customer care dynamics with predictability. I also pointed out the need for a blue-print on separation of Concerns in a hybrid cloud multi-vendor enterprise environment and the need for a common …

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Auto containerization of large monolithic application with the help of Machine learning

Continuation …. In search of Cloud compute strategy : In the previous two articles, we understood the bunch of advantages of containerization, apart from establishing cleaner boundaries, separation of concerns, team ownership delineation and resource allocation. Based on my experience 2 Cores and 8 GB pod the common unit containerization – micro services architecture. Remember …

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