Title :
SkyStorm: Delay-bounded skyline computation in distributed systems
Author :
Cai, Lu ; Zhang, Yiming
Author_Institution :
Sch. of Inf. Manage. & Inf. Syst., Chang´´an Univ., Xi´´an, China
Abstract :
Skyline queries have played an increasingly important role in many applications such as web mining, multi-preference analysis and decision making. Most existing studies mainly focus on centralized systems, and skyline query processing in distributed environments is still an emerging and challenging topic. In this paper we propose SkyStorm, a delay-bounded skyline computing approach by exploiting the topology property of distributed hash tables (DHT). The effectiveness of our proposals is demonstrated through analysis and simulations.
Keywords :
Internet; data mining; decision making; file organisation; query processing; DHT; SkyStorm; Web mining; centralized systems; decision making; delay-bounded skyline computation; distributed hash tables; distributed systems; multipreference analysis; skyline query processing; topology property; Algorithm design and analysis; Delay; Distributed databases; Heuristic algorithms; Partitioning algorithms; Peer to peer computing; Topology;
Conference_Titel :
Computer Science & Education (ICCSE), 2012 7th International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4673-0241-8
DOI :
10.1109/ICCSE.2012.6295198