TY - GEN
T1 - Multidimensional information retrieval in peer-to-peer networks
AU - Tran, Duc A.
AU - Nguyen, K.
PY - 2008
Y1 - 2008
N2 - This paper summarizes a key finding in our NSF project CNS-0615055/ 07530661. The project is aimed at development and implementation of a complete architectural design for information retrieval in decentralized networks. In this paper, we particularly focus on two main components: the communication architecture and the indexing architecture. The communication component serves as the foundation for the nodes to maintain connectivity in the system, while the indexing component prepares the information in a way that enables fast and efficient future search operations. A challenge is to overcome the curse of dimensionality. From both network and database perspectives, decentralized networks are complex; not only we have to accommodate the rapid growth of the network size, but also the multi-dimensionality of the data space. We describe our solution in the context of P2P networks, but it is also applicable to any Internet-based decentralized networks.
AB - This paper summarizes a key finding in our NSF project CNS-0615055/ 07530661. The project is aimed at development and implementation of a complete architectural design for information retrieval in decentralized networks. In this paper, we particularly focus on two main components: the communication architecture and the indexing architecture. The communication component serves as the foundation for the nodes to maintain connectivity in the system, while the indexing component prepares the information in a way that enables fast and efficient future search operations. A challenge is to overcome the curse of dimensionality. From both network and database perspectives, decentralized networks are complex; not only we have to accommodate the rapid growth of the network size, but also the multi-dimensionality of the data space. We describe our solution in the context of P2P networks, but it is also applicable to any Internet-based decentralized networks.
UR - https://www.scopus.com/pages/publications/51049117082
UR - https://www.scopus.com/pages/publications/51049117082#tab=citedBy
U2 - 10.1109/IPDPS.2008.4536393
DO - 10.1109/IPDPS.2008.4536393
M3 - Conference contribution
AN - SCOPUS:51049117082
SN - 9781424416943
T3 - IPDPS Miami 2008 - Proceedings of the 22nd IEEE International Parallel and Distributed Processing Symposium, Program and CD-ROM
BT - IPDPS Miami 2008 - Proceedings of the 22nd IEEE International Parallel and Distributed Processing Symposium, Program and CD-ROM
T2 - IPDPS 2008 - 22nd IEEE International Parallel and Distributed Processing Symposium
Y2 - 14 April 2008 through 18 April 2008
ER -