Term Kind Topic What it is
Analytical Estate Topology concept Data Platform Architecture The full picture of where analytical data lands, is transformed and is served, including the paths that bypass the intended one.
Attribute History Strategy concept Slowly Changing Dimensions The per-attribute decision about whether history is overwritten, versioned or kept alongside the current value, which is a business question rather than a technical one.
Bronze Layer Contract concept Medallion Architecture What the raw landing zone promises and refuses to promise — a faithful replayable copy of the source, with no correction applied.
Compute Isolation Boundary concept Data Platform Tenancy The line across which one domain's analytical workload cannot affect another's performance, cost attribution or access.
DAG Dependency concept Batch Orchestration The declared edge stating that one task must not start until another has succeeded, and the difference between that and merely running later.
Partition Pruning concept Storage Layout & Partitioning The query planner skipping files whose partition values cannot satisfy the predicate, which is the single largest determinant of analytical query cost.
Scheduler Control Plane concept Workflow Schedulers The orchestrator's own state and availability, which becomes a critical dependency for every pipeline it runs.
Small File Problem concept File Formats & Compaction The degradation that follows from many tiny files — metadata operations dominating, compression failing, and columnar formats losing their advantage.
SQL Transformation Model concept Transformation Frameworks A named, versioned, tested SELECT statement that declares its own dependencies, turning transformation logic into reviewable software.
Warehouse Concurrency Scaling concept Workload Isolation Adding compute clusters to absorb concurrent queries rather than queueing them, and the cost behaviour that turns a queue into a bill.