Archive
Volume 1, Issue 2
International Journal of Science and Engineering Applications (IJSEA)
Volume 1, Issue 2 - December 2012
Proficient way of Managing Multidimensional Aggregate Data in Unstructured Peer to Peer Networks
Abstract:
The networks which are Peer-To-Peer (P2P) have become very trendy in the last few years. Currently, they are the most common approach to exchange data among large societies of users in the file sharing situation. The capable way of managing storage and retrieval of multidimensional data is achieved by proposed structure which ensures vigorous query development. This structure is based on P2P network, where huge collection of data to be stored. This data is divided into subparts and built up an index on set of each compressed data and this data is to be distributed across p2p networks. This compressed data supports efficient data extraction of information. A duplication method provides suitable coverage of index and metadata by considering network conditions and workload of the queries.
Keywords: multidimensional data, indexing, compression, p2p network, synopsis.
References:
[1] Giuseppe Massimiliano Mazzeo and Andrea Pugliese Filippo Furfaro, "Managing Multidimensional Historical Aggregate Data in Unstructured P2P Networks," IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, vol. 22, no. 9, pp. 1313-1330, September 2010.
[2] V. Poosala, and S. Ramaswamy S. Acharya, "Selectivity Estimation in Spatial Databases," in ACM SIGMOD, 1999.
[3] A. Andrzejak and Z. Xu, "Scalable, Efficient Range Queries for Grid Information Services," in Proc. Second Int’l Conf. Peer-to-Peer, 2002.
[4] M. Mihail, and A. Saberi C. Gkantsidis, "Random Walks in Peerto- Peer Networks," in Proc. 23rd IEEE INFOCOM, 2004.
[5] S. Chaudhuri and U. Dayal, "An Overview of Data Warehousing and OLAP Technology," Sigmod Record, vol. 26, no. 1, pp. 65-74, mar1997.
[6] M. Demirbas and H. Ferhatosmanoglu, "Peer-to-Peer Spatial Queries in Sensor Networks," in Third Int’l Conf. Peer-to-Peer Computing, 2003.
[7] http://www.gnutella.com, 2008.
[8] G. Das, D. Gunopulos, and V. Kalogeraki B. Arai, "Approximating Aggregation Queries in Peer-to-Peer Networks," in Proc. 22nd Int’l Conf. Data Eng, 2006.
[9] A. Gupta, D. Agrawal, and A. El Abbadi O.D. Sahin, "A Peer-to-Peer Framework for Caching Range Queries," in Proc. 20th Int’l Conf Data Eng, 2004.
[10] A. Krishnamurthy, and R.Y. Wang C. Zhang, "Skipindex: Towards a Scalable Peer-to-Peer Index Service for High Dimensional Data," Princeton Univ, Technical Report TR-703-04, 2004.
[11] UCI KDD Archive. http://kdd.ics.uci.edu, 2010.
[12] (2008) http://setiathome.ssl.berkeley.edu.
[13] A. Gupta, D. Agrawal, and A. El Abbadi O.D. Sahin, "A Peer-to-Peer Framework for Caching Range Queries," in Proc. 20th Int’lConf., 2004.