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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.)

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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.)

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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. ” This data is excluded from storage, but teams can still gain value from data enrichment beforehand. Why perform exclusion at two points? Encryption.

Design 194
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Connect Fluentd logs with Dynatrace traces, metrics, and topology data to enhance Kubernetes observability

Dynatrace

Output plugins deliver logs to storage solutions, analytics tools, and observability platforms like Dynatrace. Detailed performance analysis for better software architecture and resource allocation. First and foremost, both approaches equally enrich Kubernetes logs with metadata for enhanced analytics.

Metrics 182
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Connect Fluentd logs with Dynatrace traces, metrics, and topology data to enhance Kubernetes observability

Dynatrace

Output plugins deliver logs to storage solutions, analytics tools, and observability platforms like Dynatrace. Detailed performance analysis for better software architecture and resource allocation. First and foremost, both approaches equally enrich Kubernetes logs with metadata for enhanced analytics.

Metrics 130
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The Amazon.com 2010 Shareholder Letter Focusses on Technology.

All Things Distributed

Look inside a current textbook on software architecture, and youll find few patterns that we dont apply at Amazon. The storage systems weve pioneered demonstrate extreme scalability while maintaining tight control over performance, availability, and cost. Driving Storage Costs Down for AWS Customers. At werner.ly

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Cloud Adoption in 2020

O'Reilly

These services are also designed to function as gateway drugs to cloud services: e.g., Microsoft integrates its on- and off-premises Excel client experience with its PowerBI cloud analytics service, as well as with its ecosystem of Azure-based advanced analytics and machine learning (ML) services. Take observability , for example.

Cloud 141