Table 2 System requirement
Requirements | Descriptions | Goal | Threshold |
|---|---|---|---|
Scalability | Number of streaming location supported | 150 streaming location | 100 streaming location |
Data Variety | Structured, Unstructured, Semi-structured | Structured, Unstructured, Semi-structured | Structured, Semi-structured |
Average Throughput Per Location | Average data transfer rate per location | 1 Mbps per source Location | 0.50 Mbps per source location |
Average Data Latency | Time measured from data creation to the time the data has arrived and indexed into our system | Less than or equal to the polling frequency | max (polling frequency, data update frequency) + 2 min |
Data Management Guarantees | Level of guarantee on which message to be processed | Fully process each message | Drop message on failure |
Traffic Classification Accuracy | Traffic Classification Accuracy | 95% accuracy on trained location | 90% accuracy on trained location |