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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. See the diagram below.) 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. See the diagram below.) This is the case with digital twins.

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How to overcome the cloud observability wall

Dynatrace

In contrast to modern software architecture, which uses distributed microservices, organizations historically structured their applications in a pattern known as “monolithic.” ” A monolithic software application has a few properties that are important to understand. Dynamic applications with ephemeral services.

Cloud 226
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The Real Problem with Software Development

O'Reilly

Designing security in from the start almost always leads to a simpler result than bolting security on as an afterthought, and the complexity will stay manageable if new features and security grow together. That code may take the form of dozens of microservices running as asynchronous processes and communicating over a network.

Software 122
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Modelling Bounded Contexts with the Bounded Context Design Canvas: A Workshop Recipe

Strategic Tech

In Domain-Driven Design, a large system is decomposed into bounded contexts , which become natural boundaries in code as microservices and as teams in the organisation. The Bounded Context Design Canvas I designed this canvas based on the typical flow of strategic DDD workshops I run publicly and privately.

Design 76
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Trends and Topics for 2022

Adrian Cockcroft

I did a few talks on this subject early in the year, and linked this to the sustainability advantages of serverless architectures. The need for systems to be resilient is still increasing, and chaos engineering tools and techniques are developing as a key way to validate that resilience is working as designed. primarily virtual?—?and

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5 key areas for tech leaders to watch in 2020

O'Reilly

Software architecture, infrastructure, and operations are each changing rapidly. The shift to cloud native design is transforming both software architecture and infrastructure and operations. R was designed for use in academic, scientific, and, more recently, commercial use cases.