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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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Use Digital Twins for the Next Generation in Telematics

ScaleOut Software

This telematics architecture has evolved to handle ever increasing message rates (often reaching 2K messages per second), make up-to-the-minute information available to dispatchers, and feed offline analytics. Using a database, dispatchers can query raw telemetry to determine the information they need to manage the fleet in real time.

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Digital Twins Enable Seamless Use of Edge Computing in IoT

ScaleOut Software

What is required is a software architecture that enables seamless migration without requiring application code to be reimplemented for execution on edge-based platforms. Because real-world IoT applications can track thousands of devices or other entities (e.g., The digital twin provides a powerful answer to this challenge.

IoT 45
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Digital Twins Enable Seamless Use of Edge Computing in IoT

ScaleOut Software

What is required is a software architecture that enables seamless migration without requiring application code to be reimplemented for execution on edge-based platforms. Because real-world IoT applications can track thousands of devices or other entities (e.g., The digital twin provides a powerful answer to this challenge.

IoT 40
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Data privacy by design: How an observability platform protects data security

Dynatrace

Enterprise data stores grow with the promise of analytics and the use of data to enable behavioral security solutions, cognitive analytics, and monitoring and supervision. The underlying software architecture that supports all this data must be secure, as well. API access management.

Design 194
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Microservices vs. monolithic architecture: Understanding the difference

Dynatrace

Limited because of a single programming language. Most monolithic apps rely on a single programming language. As a result, this hamstrings DevOps teams’ ability to add features and functions that could’ve been better written in a different programming language. Difficulty integrating third-party tools.