A Data-Driven Scalable Method for Profiling and Dynamic Analysis of Shared Mobility Solutions

Table 1

Resource and performance comparison.

Speed (ms)	Cost (EUR)	Hardware	Scaling	Method	Summary
0.5–20	40,000	8x Nvidia Tesla K80	Linear in hardware	Load all points in memory	Big data on big hardware
36–51	2000	User PC	Log in time or hardware	Multitree profiling	Big data on small hardware + smart models
6895–7579	2000	User PC	Linear on time or hardware	Linear parsing	Big data on small hardware