Title :
Support for Concept Hierarchies in DHTs
Author :
Asiki, Athanasia ; Doka, Katerina ; Tsoumakos, Dimitrios ; Koziris, Nectarios
Author_Institution :
Sch. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Athens
Abstract :
Concept hierarchies greatly help in the organization and reuse of information and are widely used in a variety of applications, such as data warehouses. In this paper, we describe a method for efficiently storing and querying data organized into concept hierarchies and dispersed over a DHT. In our method, peers individually decide on the level of indexing according to the incoming queries. Roll-up and drill-down operations are performed on a per-node basis in order to minimize the number of floods for answering queries on varying levels of granularity. Initial experimental results support this argument on a variety of workloads.
Keywords :
file organisation; indexing; query processing; DHT; concept hierarchies; data warehouses; distributed hash tables; indexing; queries answering; Application software; Cities and towns; Data engineering; Data warehouses; Databases; Indexing; Laboratories; Lattices; Marketing and sales; Peer to peer computing; Concept hierarchies; DHTs; Peer-to-Peer;
Conference_Titel :
Peer-to-Peer Computing , 2008. P2P '08. Eighth International Conference on
Conference_Location :
Aachen
Print_ISBN :
978-0-7695-3318-6
DOI :
10.1109/P2P.2008.26