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Why applying chaos engineering to data-intensive applications matters

Dynatrace

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data.

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The Benefits of Software Architecture: Hierarchical Digital Twins

ScaleOut Software

While the model alone does not provide specific APIs for predictive analytics or machine learning, its architecture provides an organizational structure for hosting application-specific algorithms so that they have immediate access to the context they need for deep introspection. This is the case with digital twins.

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The Benefits of Software Architecture: Hierarchical Digital Twins

ScaleOut Software

While the model alone does not provide specific APIs for predictive analytics or machine learning, its architecture provides an organizational structure for hosting application-specific algorithms so that they have immediate access to the context they need for deep introspection. This is the case with digital twins.

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Microservices vs. monolithic architecture: Understanding the difference

Dynatrace

As a result, organizations are weighing microservices vs. monolithic architecture to improve software delivery speed and quality. Traditional monolithic architectures are built around the concept of large applications that are self-contained, independent, and incorporate myriad capabilities. Improved fault isolation.

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Domain Services: The Next (small) Evolution of Microservices

Strategic Tech

The microservices era has been good for software architecture. But, the over-focus on micro has detracted from the true benefits of microservices which are about improving the quality and speed of development. A common question in designing a domain is “how big should a domain be?” What is a Domain Service or Domain API?

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Alignment Efficiency: When to Sacrifice Speed for Greater Alignment

Strategic Tech

Ideally, all of our teams would be delivering at maximum speed and would all be heading in the same direction, highly-aligned with business goals. Unfortunately, we need to balance speed and alignment, and how we make this trade-off is not clear because not all alignment has the same cost. Aligned Autonomy ?

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Visualising Sociotechnical Architecture with DDD and Team Topologies

Strategic Tech

I remember as a young, naive software developer, I assumed there would be structured processes and patterns similar to those used for designing a software architecture. I crave structure and analytical thinking patterns to design optimal solutions. There are too many variables involved.