Formalizing computational intensity of big traffic data understanding and analysis for parallel computing

Formalizing computational intensity of big traffic data understanding and analysis for parallel computing
Nowadays, traffic data can be collected from different types of sensors widely-deployed in urban districts. Big traffic data understanding and analysis in intelligent transportation systems (ITS) turns out to be an urgent requirement. This requirement leads to the computation-intensive and data-intensive problems in ITS, which can be innovatively resolved by using Cyber-Infrastructure (CI).....