{
"id": "dynamic-late-data-integrator",
"name": "Dynamic Late Data Integrator",
"category": "Error Management",
"description": "The Dynamic Late Data Integrator adjusts the tolerance based on data patterns or external conditions. It provides a more dynamic approach that loads the partitions impacted by the late data instead of relying on fixed time periods.",
"when_to_use": "[\"Variable late data patterns\",\"Need adaptive tolerance\"]",
"benefits": "[\"Adapts to data patterns\",\"More accurate inclusion\"]",
"drawbacks": "[\"Increased complexity\",\"Requires monitoring\"]",
"use_cases": "[\"Variable latency scenarios\",\"Adaptive systems\"]",
"complexity": "High",
"tags": [
"[\"error-management\"",
"\"late-data\"",
"\"dynamic\"",
"\"data-engineering\"]"
]
}