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Scalability?: ?Think in Terms Of TCO

DZone

A system that has the ability to easily scale resources to meet the increasing workload without affecting the performance is known as a scalable system. To make an easy-to-scale system, it is crucial to have an evolutionary way of thinking about the software development cycle.

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UI Design Patterns That Don't Scale

SQL Performance

I spend a large amount of time translating software requirements into schema and queries. I want to talk about UI design choices that lead to data access patterns that are awkward to implement using SQL Server. That kind of feedback is necessary to help build maintainable, scalable solutions. Sort By Column. Conclusion.

Design 92
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Sociotechnical Design Variables

Strategic Tech

Over the past few years I have focused much of my learning and work choices around learning about the design of sociotechnical systems?—?how how to design software architectures and organise teams around them. As part of good design, we should consider the effects of changing all of these variables.

Design 45
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ABAC on SpiceDB: Enabling Netflix’s Complex Identity Types

The Netflix TechBlog

Netflix Modeling Challenges Before Caveats SpiceDB, being a Relationship Based Access Control (ReBAC) system, expected authorization checks to be performed against the existence of a specific relationship between objects. What was problematic about this design? This is a Caveated SpiceDB relationship.

Cache 249
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Primary Sociotechnical Design Heuristics

Strategic Tech

There are thousands of ways we can shape the software systems we build and organise our teams around them. Yet there is no flowchart we can simply follow to find the optimal design. The products themselves are software systems which grow harder and harder to reason about as they scale and age.

Design 40
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Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

The Netflix TechBlog

The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. It leverages elasticity of the cloud by design?—?both On the surface, this doesn’t seem like much.

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Design Patterns: Queue-Based Load Leveling Pattern

cdemi

Modern software usually involves running tasks that invoke services. If the service is subjected to intermittent heavy loads, it can cause performance or reliability issues. Maximizing Scalability : Number of Queues and Services can be varied to meet Demand.

Design 47