Title :
Distributed selective dissemination of information
Author :
Yan, Tak W. ; Garcia-Molina, Hector
Author_Institution :
Dept. of Comput. Sci., Stanford Univ., CA, USA
Abstract :
To help users cope with information overload, selective dissemination of information (SDI) will increasingly become an important tool in wide area information systems. In an SDI service, users post their long term queries, called profiles, at some SDI servers and continuously receive new, filtered documents. To scale up with the volume of information and the size of user population, we need a distributed SDI service with multiple servers. In this paper we first address the key problem of how to replicate and distribute profiles and documents among SDI servers. We draw a parallel between distributed SDT and the well-studied replica control problem, adapt quorum-based protocols for use in distributed SDI, and compare the performances of the different protocols. Next we address another important problem, that of efficient document delivery mechanisms. We present and evaluate a practical scheme, called profile grouping, which exploits the geographical locality of users to cut down network traffic generated by document delivery, Finally, we carry out a sensitivity analysis to determine the parameters that have critical impact on performance, and investigate strategies to cope with the scaling up of those parameters
Keywords :
distributed databases; document delivery; information dissemination; performance evaluation; query processing; SDI servers; SDI service; document delivery; document replication; information overload; long term queries; multiple servers; network traffic; performance evaluation; profile grouping; profiles; quorum-based protocols; replica control problem; selective dissemination of information; sensitivity analysis; user population; wide area information systems; Aerodynamics; Computer science; Document delivery; Information filtering; Information filters; Information systems; Large-scale systems; Network servers; Protocols; Sensitivity analysis;
Conference_Titel :
Parallel and Distributed Information Systems, 1994., Proceedings of the Third International Conference on
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6400-2
DOI :
10.1109/PDIS.1994.331728