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The Relationship Between Software Architecture And Business Models (and more)

Strategic Tech

If every significant architecture decision has business consequences, then knowing the business model and which trade-offs to choose is maybe the most important skill of architects. But what is the actual relationship between a business model and a software architecture? A software system is a model of a domain.

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Microservices vs. monolithic architecture: Understanding the difference

Dynatrace

Monolithic architecture is development where an application is built on a single codebase, and the code is unilateral. Generally speaking, monolithic architecture is composed of three parts: Database. This is usually a relational database management system. Limited because of a single programming language.

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Use Digital Twins for the Next Generation in Telematics

ScaleOut Software

Rapid advances in the telematics industry have dramatically boosted the efficiency of vehicle fleets and have found wide ranging applications from long haul transport to usage-based insurance. 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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5 tips for architecting fast data applications

O'Reilly Software

Google was among the pioneers that created “web scale” architectures to analyze the massive data sets that resulted from “crawling” the web that gave birth to Apache Hadoop, MapReduce, and NoSQL databases. We usually relate SQL to querying tables in relational databases. Determine requirements first. Leverage your SQL knowledge.

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ABAC on SpiceDB: Enabling Netflix’s Complex Identity Types

The Netflix TechBlog

Netflix is always looking for security, ergonomic, or efficiency improvements, and this extends to authorization tools. A cleanup process to prune stale relationships from the database. SpiceDB is then responsible for figuring out which relations map back to the autoscaling group, e.g. name, environment, region, etc.

Cache 249
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MLOps and DevOps: Why Data Makes It Different

O'Reilly

The skillset and the background of people building the applications gets realigned : while it is still effective to express applications in code, the emphasis shifts to data and experimentation—more akin to empirical science—rather than traditional software engineering. Software Architecture. This approach is not novel.

DevOps 138
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Amazon EC2 Cluster GPU Instances - All Things Distributed

All Things Distributed

We believe that making these GPU resources available for everyone to use at low cost will drive new innovation in the application of highly parallel programming models. General Purpose GPU programming. But with the third generation interfaces, the true power of General Purpose GPU programming was unlocked. From CPU to GPU.

AWS 136