architecture-paradigm-space-based

Employ space-based or data-grid architectures to scale high-traffic, statefulworkloads across multiple nodes with linear scalability.Triggers: space-based, data grid, in-memory, linear scaling, high traffic,stateful workloads, tuple space, distributed cache, replicationUse when: traffic overwhelms single database nodes, linear scalability needed,in-memory processing provides significant performance gainsDO NOT use when: selecting from multiple paradigms - use architecture-paradigms first.DO NOT use when: data doesn't fit in memory or isn't performance-critical.DO NOT use when: simpler caching strategies would suffice.Consult this skill when designing high-scale data grid architectures.