What are the key considerations for choosing between batch loading and real-time loading strategies?
- Data complexity vs. storage requirements
- Data freshness vs. processing overhead
- Processing speed vs. data consistency
- Scalability vs. network latency
Choosing between batch loading and real-time loading involves weighing factors such as data freshness versus processing overhead. Batch loading may offer higher throughput but lower data freshness compared to real-time loading.
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