Title :
Dynamic On-Line Updating Solution for CURE Cubes
Author :
Zhang, Lei ; Hong, Xiao-Guang
Author_Institution :
Sch. of Comput. Sci. & Technol., Shandong Univ., Jinan
Abstract :
CURE is an efficient ROLAP algorithm both on construction time and utility of storage. A new updating method for cubes generated by CURE, dynamic on-line updating solution (DOLUS) is presented here in which dynamic means updating cubes incrementally and on-line guarantees concurrent of updating and query answering except the period of incremental construction in memory. DOLUS takes advantage of original CURE and brings in new writing strategies. After being updated by DOLUS, cubes appear a little different from the original CURE ones, as trivial tuples and common aggregate tuples become less and normal tuples become more. However, the query answering time is at least the same or less. Those are the result of performance tradeoff between query-optimize and storage-optimize.
Keywords :
data mining; data warehouses; query processing; CURE cubes; ROLAP algorithm; common aggregate tuples; dynamic online updating solution; normal tuples; online analytical processing; query answering; trivial tuples; Aggregates; Cats; Computer science; Data warehouses; Databases; Fuzzy systems; Information retrieval; Multidimensional systems; Speech synthesis; Writing; CURE; Cube; DOLUS; Update;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location :
Jinan Shandong
Print_ISBN :
978-0-7695-3305-6
DOI :
10.1109/FSKD.2008.599