Archive On-Line Analysis and Mining Functional Area

Description

'Archive On–Line Analysis and Mining' provides advanced data analysis, summarization, and mining features that facilitate discovery of information, patterns, and correlations in large data sets. Multidimensional analysis, selective summarization and expansion of data details, and many other advanced analysis services may be offered. Complex performance measures that are derived from multiple data sources may also be produced.

Included In

Western Pennsylvania Regional Data Center – SmartCities Initiative

Functional Requirements

IDRequirement
1The center shall respond to requests for archive data from center users.
2The center shall provide the capability to perform activities such as data mining, data fusion, summarizations, aggregations, and recreation from archive data. This may include multidimensional analysis, selective summarization and expansion of data details, and many other advanced analysis services.
3The center shall collect regional data from data distribution centers.
4The center shall respond to users systems requests for a catalog of the archived data analysis products available.
5The center shall be capable of processing vehicle probe data into transportation network performance measures.
6The center shall be capable of processing vehicle probe data to support infrastructure conditions monitoring performed by Archived Data User Systems including maintenance and construction management centers.
7The center shall be capable of processing vehicle probe data to determine roadway environmental conditions for non operational uses such as maintenance planning and research.