Title :
Compressed Aggregations for mobile OLAP Dissemination
Author :
Michalarias, Ilias ; Omelchenko, Arkadiy
Author_Institution :
Freie Univ. Berlin, Berlin
Abstract :
As wireless network infrastructure becomes more reliable, an increasing number of traditional desktop applications, beyond common web browsing, migrate to portable devices. Since ubiquitous access has become a critical success factor for most enterprises, business mobile information systems become a necessity. This paper deals with the case of mobile access to multidimensional data. We introduce the m-Dwarf, a compressed data cube physical structure, which has no loss of semantic information and is explicitly designed for mobile applications. m-Dwarfs are integrated in a mobile OLAP dissemination system. Experimental evaluation reveals a substantial reduction of access time, energy consumption and bandwidth utilization.
Keywords :
data compression; data mining; data structures; data warehouses; mobile computing; compressed aggregations; m-Dwarf compressed data cube physical structure; mobile OLAP dissemination; mobile data warehousing; multidimensional data mobile access; ubiquitous access; wireless network infrastructure; Broadcasting; Data warehouses; Databases; Energy consumption; Expert systems; Information systems; Multidimensional systems; Network servers; Warehousing; Wireless networks;
Conference_Titel :
Database and Expert Systems Applications, 2007. DEXA '07. 18th International Workshop on
Conference_Location :
Regensburg
Print_ISBN :
978-0-7695-2932-5
DOI :
10.1109/DEXA.2007.55