Traffic Management as a Service: The Traffic Flow Pattern Classification Problem

Table 6

Benefits of the proposed heuristic in terms of aggregation gain.

Target heuristic	Number of elements	Aggregation gains	Independent modeling domains
Monthly patterns per year	12	12 : 3	3
Daily patterns per month	421 30	30 : 7	12
Traffic intensity analysis		421 : 292
Street clustering		(292 7) : 18
Similar days clustering		18 : 16
Daily pattern analysis		16 : 12
Total	151,560	4210	36