Stream Velocity & SLA Inputs
100 eps25k eps50k eps100k eps
Derived Ingestion Throughput
9.77 MB/s
Instant Bandwidth
34.3 GB/hr
Hourly Accumulation
0.80 TB/day
Daily Raw Volume
Architecture & Sizing Recommendation
Recommended Architecture Pattern
Micro-Batch Streaming (Spark Structured Streaming / Delta Live Tables)
Kafka / Kinesis Partitions
10 partitions
Based on 1MB/s per partition target
Buffer Memory (15 min)
8.6 GB
Absorbs broker downtime & spikes
Estimated Monthly Cloud Compute & Storage
24/7 Streaming Cluster
$1,145 /mo
Continuous compute + storage
Intermittent Batch Job
$761 /mo
Ephemeral compute + storage