Abstract
Recently, a new family of massive self-organizing networks has emerged that not only serve as a communication infrastructure, but also mainly as a distributed query processing system. We term these networks Querical Data Networks (QDNs). Peer-to-peer networks are examples of QDN. In this paper, first we identify and characterize QDN as a new family of data networks with common characteristics and applications. Subsequently, as the first step toward realizing the evolved vision of QDN as a large-scale distributed query processing system, we propose an efficiently searchable QDN model based on a recently developed small-world model. We discuss in details how our QDN model enables effective location of the data relevant to a QDN query.
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References
Adamic, L., Lukose, R.M., Puniyani, A.R., Huberman, B.A.: Search in power-law networks. Physics Review Letters 64(46135) (2001)
Akyildiz, I.F., Su, W., Sankarasubramaniam, Y., Cayirci, E.: A survey on sensor networks. IEEE Communications Magazine, 40(8) (August 2002)
Avnur, R., Hellerstein, J.M.: Eddies: continuously adaptive query processing. In: Proceedings of ACM International Conference on Management of Data (SIGMOD 2000) (May 2000)
Banaei-Kashani, F., Shahabi, C.: Criticality-based analysis and design of unstructured peer-to-peer networks as complex systems. In: Third International Workshop on Global and Peer-to-Peer Computing (GP2PC) in conjunction with CCGrid 2003 (May 2003)
Bar-Yam, Y.: Dynamics of Complex Systems. Westview Press, Boulder (1997)
Barabási, A.L., Albert, R.: Emergence of scaling in random networks. Science 286, 509–512 (1999)
Bawa, M., Manku, G., Raghavan, P.: SETS: Search enhanced by topic-segmentation. In: Proceedings of the 26th Annual International Conference on Research and Development in Informaion Retrieval, SIGIR 2003 (2003)
Crespo, A., Garcia-Molina, H.: Semantic overlay networks (in submission)
Estrin, D., Govindan, R., Heidemann, J., Kumar, S.: Next century challenges: Scalable coordination in sensor networks. In: Proceesings of International Conference on Mobile Computing and Networks, MobiCOM 1999 (1999)
Govindan, R., Hellerstein, J., Hong, W., Madden, S., Franklin, M., Shenker, S.: The sensor network as a database. Technical Report 02-771, University of Southern California (2002)
Gupta, A., Agrawal, D., El Abbadi, A.: Approximate range selection queries in peer-to-peer systems. In: Proceedings of the First Biennial Conference on Innovative Data Systems Research (January 2003)
Harren, M., Hellerstein, J.M., Huebsch, R., Loo, B.T., Shenker, S., Stoica, I.: Complex queries in DHT-based peer-to-peer networks. In: Druschel, P., Kaashoek, M.F., Rowstron, A. (eds.) IPTPS 2002. LNCS, vol. 2429, p. 242. Springer, Heidelberg (2002)
Heidemann, J., Silva, F., Intanagonwiwat, C., Govindan, R., Estrin, D., Ganesan, D.: Building efficient wireless sensor networks with low-level naming. In: Proceedings of the Symposium on Operating Systems Principles (October 2001)
Huebsch, R., Lanham, N., Loo, B.T., Hellerstein, J.M., Shenker, S., Stoica, I.: Querying the inernet with PIER. In: Proceedings of 29th International Conference on Very Large Data Bases, VLDB 2003 (2003)
Kleinberg, J.: The small-world phenomenon: an algorithmic perspective. Technical Report 99-1776, Cornell University (2000)
Krishnamachari, B., Estrin, D., Wicker, S.: Modelling data-centric routing in wireless sensor networks. In: Proceedings of INFOCOM 2002 (June 2002)
Lv, Q., Cao, P., Cohen, E., Li, K., Shenker, S.: Search and replication in unstructured peer-to-peer networks. In: Proceedings of the 16th International Conference on supercomputing (ICS 2002) (June 2002)
Madden, S.R., Franklin, M.J., Hellerstein, J.M., Hong, W.: TAG: a Tiny AGgregation service for ad-hoc sensor networks. In: Proceedings of 5th Annual Symposium on Operating Systems Design and Implementation (OSDI) (December 2002)
Ratnasamy, S., Estrin, D., Govindan, R., Karp, B., Shenker, S., Yin, L., Yu, F.: Data-centric storage in sensornets. In: Proceedings of SIGCOMM 2002 (2002)
Ratnasamy, S., Francis, P., Handley, M., Karp, R., Shenker, S.: A scalable content-addressable network. In: Proceedings of ACM SIGCOMM 2001 (August 2001)
Ratnasamy, S., Karp, B., Yin, L., Yu, F., Estrin, D., Govindan, R., Shenker, S.: GHT: A Geographic Hash Table for data-centric storage in sensornets. In: Proceedings of the First Workshop on Sensor Networks and Applications, WSNA (2002)
Rowstron, A., Druschel, P.: Pastry: Scalable, distributed object location and routing for large-scale peer-to-peer systems. In: IFIP/ACM International Conference on Distributed Systems Platforms (Middleware) (November 2001)
Schlosser, M., Sintek, M., Decker, S., Nejdl, W.: A scalable and ontology-based p2p infrastructure for semantic web services. In: Proceedings of the 2nd International Workshop on Agents and Peer-to-Peer Computing (2002)
Schmidt, R.R., Shahabi, C.: How to evaluate multiple range-sum queries progressively. In: 21st ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS 2002) (June 2002)
Schmidt, R.R., Shahabi, C.: ProPolyne: A fast wavelet-based algorithm for progressive evaluation of polynomial range-sum queries. In: Jensen, C.S., Jeffery, K., Pokorný, J., Šaltenis, S., Bertino, E., Böhm, K., Jarke, M. (eds.) EDBT 2002. LNCS, vol. 2287, p. 664. Springer, Heidelberg (2002)
Shen, C., Srisathapornphat, C., Jaikaeo, C.: Sensor information networking architecture and applications. IEEE Personel Communication Magazine 8(4), 52–59 (2001)
Stoica, I., Morris, R., Karger, D., Kaashoek, M.F., Balakrishnan, H.: Chord: A scalable peer-to-peer lookup service for internet applications. In: Proceedings of ACM SIGCOMM 2001 (August 2001)
Travers, J., Milgram, S.: An experimental study of the small world problem. Sociometry 32(4), 425–443 (1969)
Watts, D.J., Dodds, P.S., Newman, M.E.J.: Identity and search in social networks. Science 296, 1302–1305 (2002)
Yao, Y., Gehrke, J.: Query processing in sensor networks. In: Proceedings of the Conference on Innovative Data Systems Research (CIDR) (January 2003)
Zhao, B.Y., Kubiatowicz, J., Joseph, A.: Tapestry: An infrastructure for fault-tolerant wide-area location and routing. Technical Report UCB/CSD-01-1141, UCB (April 2001)
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Banaei-Kashani, F., Shahabi, C. (2004). Searchable Querical Data Networks. In: Aberer, K., Koubarakis, M., Kalogeraki, V. (eds) Databases, Information Systems, and Peer-to-Peer Computing. DBISP2P 2003. Lecture Notes in Computer Science, vol 2944. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-24629-9_3
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DOI: https://doi.org/10.1007/978-3-540-24629-9_3
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