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Beyond microservices; Software architecture driven by machine learning

Social, Agile and Transformation

A full stack developer elects to build a three-tiered web architecture using an MVC framework. It's not a question of if, it's a question of when and how AI and machine learning will change our programming and software development paradigms. Today's coding models are based on data storage, business logic, services, UX, and presentation.

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12 Warning Signs of Bad Application Architecture

Social, Agile and Transformation

At a #CIOChat this weekend we were asked about warning signs for bad architecture. Here was my quick response capturing just a tweet-sized summary of architecture that "smells bad" - Too slow making biz needs. Too difficult/complex to explain to new technologists. Lack of defined integration process (closed system).

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Recreating Organizational Architecture Through Network Orchestration

CIO Business Intelligence

For the first time in a century, we continue to live with a mix of restrictions on social interactions, travel, and assembly. Let us take a look at some companies that have risen to the occasion and leveraged this crisis situation to rethink organizational architecture and embark upon network orchestration. .

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Serverless Reference Architectures with AWS Lambda

All Things Distributed

If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications. Mobile Backend Serverless Reference Architecture. Real-time File Processing Serverless Reference Architecture. IoT Backend Serverless Reference Architecture.

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Serverless Reference Architecture with AWS Lambda

All Things Distributed

If you are looking for more examples there are the Lambda Serverless Reference Architectures that can serve as the blueprint for building your own serverless applications. Mobile Backend Serverless Reference Architecture. Real-time File Processing Serverless Reference Architecture. IoT Backend Serverless Reference Architecture.

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IT Architecture & Creative Problem-Solving

Future of CIO

Architecture could be a problem-solving framework that consists of multiple aspects, and the multiple aspects could be architected in their own right. Architecture is an ingredient of planning and designing for creative and systematic problem-solving.

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Agile Mindsets: Don't try to get a perfect architecture; Plan to get it wrong

Social, Agile and Transformation

I still find teams that have adopted scrum and other agile practices, but still strive for perfection when trying to conceive architectures and implementation plans. Some will also try to think through every edge case to ensure that designs are fully future-proofed. This is an unrealistic proposition for most teams and people.

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