Architecture Style Comparison

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Style Type Core Strength Primary Tradeoff Typical Use Cases
Layered Monolith Simplicity, fast initial development Limited scalability, tight coupling Small apps, MVPs, prototypes, tight budgets
Pipeline Monolith Clear data flow, composable filters Limited to sequential processing ETL, data transformation, build systems
Microkernel Monolith Customization without core changes Core becomes bottleneck at scale Product platforms, plug-in systems
Modular Monolith Monolith Domain autonomy with simple deployment Discipline required to maintain boundaries Domain-driven teams, new systems, tight budgets
Service-Based Distributed Pragmatic distributed benefits Coarse services limit fine-grained scaling Mid-complexity domains, pragmatic teams
Event-Driven Distributed Responsiveness, decoupling Complex debugging, eventual consistency Variable workflows, reactive systems
Microservices Distributed Maximum evolvability and independence Operational complexity, eventual consistency Large systems, mature DevOps teams
SOA Distributed Legacy integration Tight coupling through ESB Enterprise integration scenarios
Space-Based Distributed Extreme elasticity Memory limits, eventual consistency Variable unpredictable load spikes

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