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Data Sharing in P2P Systems

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Abstract

In this chapter, we survey P2P data sharing systems. All along, we focus on the evolution from simple file-sharing systems, with limited functionalities, to Peer Data Management Systems (PDMS) that support advanced applications with more sophisticated data management techniques. Advanced P2P applications are dealing with semantically rich data (e.g., XML documents, relational tables), using a high-level SQL-like query language. We start our survey with an overview over the existing P2P network architectures, and the associated routing protocols. Then, we discuss data indexing techniques based on their distribution degree and the semantics they can capture from the underlying data. We also discuss schema management techniques which allow integrating heterogeneous data. We conclude by discussing the techniques proposed for processing complex queries (e.g., range and join queries). Complex query facilities are necessary for advanced applications which require a high level of search expressiveness. This last part shows the lack of querying techniques that allow for an approximate query answering.

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References

  1. http://www.gnutella2.com

  2. http://www.gnutella.com

  3. http://www.kazaa.com

  4. http://www.napster.com

  5. http://www.w3.org/2001/sw/

  6. A.Crespo, H.G.Molina: Routing indices for peer-to-peer systems. In: Proc. of the 28 tn Conference on Distributed Computing Systems (2002)

    Google Scholar 

  7. A.Crespo, H.G.Molina: Semantic overlay networks for p2p systems. Tech. rep., Computer Science Department, Stanford University (2002)

    Google Scholar 

  8. A.Doan, J.Madhavan, R.Dhamankar, P.Domingos, A.Halevy: Learning to match ontologies on the semantic web. The VLDB Journal 12(4), 303–319 (2003)

    Article  Google Scholar 

  9. A.Gupta, D.Agrawal, A.El-Abbadi: Approximate range selection queries in peer-to-peer systems. In: CIDR (2003)

    Google Scholar 

  10. K.Aberer et al.: P-grid: a self-organizing structured p2p system. SIGMOD Rec. 32(3), 29–33 (2003)

    Article  Google Scholar 

  11. Q.Lv et al.: Search and replication in unstructured peer-to-peer networks. In: ACM Int. conference on Supercomputing (2002)

    Google Scholar 

  12. W.Nejdl et al.: Edutella: a p2p networking infrastructure based on rdf. In: WWW’02 (2002)

  13. S.Androutsellis-Theotokis, D.Spinellis: A survey of peer-to-peer content distribution technologies. ACM Comput. Surv. 36(4), 335–371 (2004)

    Article  Google Scholar 

  14. A.Rowstron, P.Druschel: Pastry: Scalable decentralized object location and routing for large-scale peer-to-peer systems. In: IFIP/ACM International Conference on Distributed Systems Platforms (Middleware) (2001)

    Google Scholar 

  15. A.Rowstron, P.Druschel: Storage management and caching in PAST, a large–scale, persistent peer-to-peer storage utility. In: Proc.SOSP (2001)

    Google Scholar 

  16. A.Singla, C.Rohrs: Ultrapeers: another step towards gnutella scalability. Tech. rep. (2002)

    Google Scholar 

  17. B.Arai, G.Das, D.Gunopulos, V.Kalogeraki: Approximating aggregation queries in peer-to-peer networks. In: ICDE (2006)

    Google Scholar 

  18. M.Bawa, G.S.Manku, P.Raghavan: Sets: search enhanced by topic segmentation. In: SIGIR ’03: Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval, pp. 306–313 (2003)

    Google Scholar 

  19. B.Babcock, S.Chaudhuri, G.Das: Dynamic sample selection for approximate query processing. In: SIGMOD (2003)

    Google Scholar 

  20. B.Cooper, H-G.Molina: Ad hoc, self-supervising peer-to-peer search networks. ACM Trans. Inf. Syst. 23(2), 169–200 (2005)

    Article  Google Scholar 

  21. B.Maniymaran, M.Bertier, A-M.Kermarrec: Build one, get one free: Leveraging the coexistence of multiple p2p overlay networks. In: Proc of the 27th International Conference on Distributed Computing Systems ICDCS, p. 33. IEEE Computer Society, Washington, DC, USA (2007)

    Google Scholar 

  22. P.Bosc, D.Dubois, H.Prade: Fuzzy functional dependencies and redundancy elimination. JASIS 49(3), 217–235 (1998)

    Article  Google Scholar 

  23. P.Bosc, O.Pivert, L.Ughetto: On data summaries based on gradual rules. In: Fuzzy Days, pp. 512–521 (1999)

    Google Scholar 

  24. B.Yang, H-G.Molina: Improving search in peer-to-peer networks. In: Proc of the 22 nd International Conference on Distributed Computing Systems (ICDCS) (2002)

    Google Scholar 

  25. B.Zhao, J.Kubiatowicz, A.Joseph: Tapestry: An infrastructure for fault-tolerant wide-area location and routing. Tech. rep., Computer Science Division, U. C.Berkeley (2001)

    Google Scholar 

  26. B.Zhao, L.Huang, J.Stribling, S.Rhea, A.Joseph, J.Kubiatowicz: Tapestry: A resilient global-scale overlay for service deployment. IEEE J. Selected Areas Commun. 22, 41–53 (2004)

    Article  Google Scholar 

  27. C.Schmidt, M.Parashar: Enabling flexible queries with guarantees in p2p systems. IEEE Int. Comput. 08(3), 19–26 (2004)

    Article  Google Scholar 

  28. C.Tang, Z.Xu, M.Mahalingam: Peersearch: Efficient information retrieval in peer-to-peer networks. Tech. Rep. HPL-2002-198, HP Labs (2002)

    Google Scholar 

  29. J.C.Cubero, J.M.Medina, O.Pons, M.A.V.Miranda: Data summarization in relational databases through fuzzy dependencies. Inf. Sci. 121(3–4), 233–270 (1999)

    Article  MATH  Google Scholar 

  30. D.Malkhi, M.Naor, D.Ratajczak: Viceroy: a scalable and dynamic emulation of the butterfly. In: Proc of the twenty-first annual symposium on Principles of distributed computing, pp. 183–192 (2002)

    Google Scholar 

  31. D.Milojicic, et al: Peer-to-peer computing. Tech. rep., HP labs (2002)

    Google Scholar 

  32. D.Papadias, Y.Tao, G.Fu, B.Seeger: An optimal and progressive algorithm for skyline queries. In: ACM SIGMOD, pp. 467–478 (2003)

    Google Scholar 

  33. F.Cuenca-Acuna, C.Peery, R.Martin, T.Nguyen: Planetp: Using gossiping to build content addressable peer-to-peer information sharing communities. In: HPDC-12 (2003)

    Google Scholar 

  34. G.Raschia, N.Mouaddib: A fuzzy set-based approach to database summarization. Fuzzy sets and systems 129(2) pp. 137–162 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  35. J.Gray, S.Chaudhuri, A.Bosworth, A.Layman, D.Reichart, M.Venkatrao, F.Pellow, H.Pirahesh: Data cube: A relational aggregation operator generalizing group-by, cross-tab, and sub-totals. J. Data Mining Knowl. Discov. 1(1), 29–53 (1997)

    Article  Google Scholar 

  36. S.Gribble, A.Halevy, Z.Ives, M.Rodrig, D.Suciu: What can databases do for peer-to-peer? In: WebDB Workshop on Databases and the Web (2001)

    Google Scholar 

  37. G.Skobeltsyn, T.Luu, Žarko, I.P., M.Rajman, K.Aberer: Query-driven indexing for scalable peer-to-peer text retrieval. Infoscale p. 14 (2007)

    Google Scholar 

  38. G.Wiederhold: Mediators in the architecture of future information systems. IEEE Computer 25, 38–49 (1992)

    Google Scholar 

  39. J.M.Hellerstein: Toward network data independence. SIGMOD Rec 32, 200–203 (2003)

    Google Scholar 

  40. H.Jagadish, B.Ooi, Q.Vu: Baton: A balanced tree structure for peer-to-peer networks. In: VLDB (2005)

    Google Scholar 

  41. H.Jagadish, B.Ooi, Q.Vu, R.Zhang, A.Zhou: Vbi-tree: A peer-to-peer framework for supporting multi-dimensional indexing schemes. In: ICDE, p. 34 (2006)

    Google Scholar 

  42. I.Chrysakis, D.Plexousakis, I.Chrysakis, D.Plexousakis: Semantic query routing and distributed top-k query processing in peer-to-peer networks. Tech. rep., Department of Computer Science, University of Crete (2006)

    Google Scholar 

  43. I.Clarke, S.Miller, T.Hong, O.Sandberg, B.Wiley: Protecting free expression online with freenet. IEEE Int. Comput. 6(1), 40–49 (2002)

    Article  Google Scholar 

  44. I.Stoica, R.Morris, D.Karger, M.F.Kaashoek, H.Balakrishnan: Chord: A scalabale peer-to-peer lookup service for internet applications. In: Proc ACM SIGCOMM (2001)

    Google Scholar 

  45. I.Tartinov et al.: The Piazza peer data management project. In: SIGMOD (2003)

    Google Scholar 

  46. S.Iyer, A.Rowstron, P.Druschel: Squirrel: a decentralized peer-to-peer web cache. In: PODC ’02: Proceedings of the twenty-first annual symposium on Principles of distributed computing, pp. 213–222 (2002)

    Google Scholar 

  47. J.Kubiatowicz, D.Bindel, Y.Chen, S.Czerwinski, P.Eaton, D.Geels, R.Gummadi, S.Rhea, H.Weatherspoon, C.Wells, B.Zhao: Oceanstore: an architecture for global-scale persistent storage. SIGOPS Oper. Syst. Rev. 34(5), 190–201 (2000)

    Article  Google Scholar 

  48. D.Karger, E.Lehman, T.Leighton, R.Panigrahy, M.Levine, D.Lewin: Consistent hashing and random trees: distributed caching protocols for relieving hot spots on the world wide web. In: STOC ’97: Proceedings of the twenty-ninth annual ACM symposium on Theory of computing, pp. 654–663 (1997)

    Google Scholar 

  49. K.Hose, C.Lemke, K.Sattler: Processing relaxed skylines in pdms using distributed data summaries. In: CIKM, pp. 425–434 (2006)

    Google Scholar 

  50. L.Adamic et al.: Search in power law networks. Phys. Rev. E 64, 46,135–46,143 (2001)

    Google Scholar 

  51. L.A.Zadeh: Fuzzy sets. Inf. Control 8, 338–353 (1965)

    Article  MATH  MathSciNet  Google Scholar 

  52. L.A.Zadeh: Concept of a linguistic variable and its application to approximate reasoning-I. Inf. Syst. 8, 199–249 (1975)

    MathSciNet  Google Scholar 

  53. D.H.Lee, M.H.Kim: Database summarization using fuzzy ISA hierarchies. IEEE Trans. on Systems, Man and Cybernetics-Part B: Cybernetics 27, 68–78 (1997)

    Article  Google Scholar 

  54. M.Lenzerini: Data integration: a theoretical perspective. In: PODS ’02: Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, pp. 233–246 (2002)

    Google Scholar 

  55. Y.Li, L.Lao, J.H.Cui: Sdc: A distributed clustering protocol for peer-to-peer networks. In: Networking, pp. 1234–1239 (2006)

    Google Scholar 

  56. L.Ramaswamy, B.Gedik, L.Liu: A distributed approach to node clustering in decentralized peer-to-peer networks. IEEE Trans. Parallel Distributed Syst. 16(9), 814–829 (2005)

    Article  Google Scholar 

  57. J.Madhavan, P.A.Bernstein, A.Doan, A.Halevy: Corpus-based schema matching. In: ICDE ’05: Proceedings of the 21st International Conference on Data Engineering, pp. 57–68 (2005)

    Google Scholar 

  58. M.Cai, M.Frank: Rdfpeers: a scalable distributed rdf repository based on a structured peer-to-peer network. In: WWW, pp. 650–657 (2004)

  59. M.Cai, M.Frank, J.Chen, P.Szekely: Maan: A multi-attribute addressable network for grid information services. In: GRID (2003)

    Google Scholar 

  60. M.Castro, M.Costa, A.Rowstron: Should we build gnutella on a structured overlay? SIGCOMM Comput. Commun. Rev. 34(1), 131–136 (2004)

    Article  Google Scholar 

  61. M.Espil, A.Vaisman: Aggregate queries in peer-to-peer olap. In: DOLAP (2004)

    Google Scholar 

  62. W.Ng, B.Ooi, K-L.Tan, A.Zhou: Peerdb: A p2p-based system for distributed data sharing. In: ICDE, pp. 633–644 (2003)

    Google Scholar 

  63. N.Harvey, M.Jones, S.Saroiu, M.Theimer, A.Wolman: Skipnet: A scalable overlay network with practical locality properties. In: USENIX Symposium on Internet Technologies and Systems (2003)

    Google Scholar 

  64. O.Sahin A.Gupta, D.Agrawal, A.El-Abbadi: Query processing over peer-to-peer data sharing systems. Tech. rep., University of California, Santa Barbara (2002)

    Google Scholar 

  65. H.Y.Paik, N.Mouaddib, B.Benatallah, F.Toumani, M.Hassan: Building and querying e-catalog networks using p2p and data summarisation techniques. J. Intell. Inf. Syst. 26(1), 7–24 (2006)

    Article  Google Scholar 

  66. P.Bernstein, F.Giunchiglia, A.Kementsietsidis, J.Mylopoulos, L.Serafini, I.Zaihrayeu: Data management for peer-to-peer computing: A vision. In: Proc. of the 5th International Workshop on the Web and Databases (WebDB) (2002)

    Google Scholar 

  67. P.Kalnis, W.Ng, B.Ooi, D.Papadias, K.Tan: An adaptive peer-to-peer network for distributed caching of olap results. In: SIGMOD (2002)

    Google Scholar 

  68. P.Kalnis, W.Ng, B.Ooi, K.Tan: Answering similarity queries in peer-to-peer networks. Inf. Syst. 31(1), 57–72 (2006)

    Article  Google Scholar 

  69. P.Maymounkov, D.Mazieres: Kademlia: A peer-to-peer information system based on the xor metric. In: Int. Workshop on Peer-to-Peer Systems (IPTPS), pp. 53–65 (2002)

    Google Scholar 

  70. P.McBrien, A.Poulovassilis: Defining peer-to-peer data integration using both as view rules. In: DBISP2P, pp. 91–107 (2003)

    Google Scholar 

  71. H.Prade, C.Testemale: Generalizing database relational algebra for the treatment of incomplete/uncertain information and vague queries. Inf. Sci. 34(2), 115–143 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  72. P.Triantafillou, T.Pitoura: Towards a unifying framework for complex query processing over structured peer-to-peer data networks. In: DBISP2P, pp. 169–183 (2003)

    Google Scholar 

  73. P.Wu, C.Zhang, Y.Feng, B.Zhao, D.Agrawal, A.El-Abbadi: Parallelizing skyline queries for scalable distribution. In: EDBT, pp. 112–130 (2006)

    Google Scholar 

  74. R.Akbarinia, E.Pacitti, P.Valduriez: Reducing network traffic in unstructured p2p systems using top-k queries. Distrib. Parallel Databases 19(2–3), 67–86 (2006)

    Article  Google Scholar 

  75. R.Akbarinia, E.Pacitti, P.Valduriez: Processing top-k queries in distributed hash tables. In: Euro-Par, pp. 489–502 (2007)

    Google Scholar 

  76. R.Akbarinia, V.Martins, E.Pacitti, P.Valduriez: Design and implementation of appa. In: Global Data Management (Eds. R. Baldoni, G. Cortese and F. Davide). IOS press (2006)

    Google Scholar 

  77. R.Aringhieri, E.Damiani, S.Vimercati, S.Paraboschi, P.Samarati: Fuzzy techniques for trust and reputation management in anonymous peer-to-peer systems. J. Am. Soc. Inf. Sci. Technol. 57(4) (2006)

    Google Scholar 

  78. D.Rasmussen, R.R.Yager: SummarySQL – a fuzzy tool for data mining. Intell. Data Anal. 1, 49–58 (1997)

    Article  Google Scholar 

  79. R.Dingledine, M.Freedman, D.Molnar: The free haven project: distributed anonymous storage service. In: International workshop on Designing privacy enhancing technologies, pp. 67–95. Springer-Verlag New York, Inc., New York, NY, USA (2001)

    Chapter  Google Scholar 

  80. R.Huebsch, J.Hellerstein, N.Lanham, B.Thau, L.Shenker, I.Stoica: Querying the internet with pier. In: VLDB (2003)

    Google Scholar 

  81. S.Ratnasamy, M.Handley, R.Karp, S.Shenker: Topologically-aware overlay construction and server selection. In: Proceedings of IEEE INFOCOM’02 (2002)

    Google Scholar 

  82. S.Ratnasamy, P.Francis, M.Handley, R.M.Karp, S.Shenker: A scalable content – addressable network. In: SIGCOMM (2001)

    Google Scholar 

  83. K.Sripanidkulchai, B.M.Maggs, H.Zhang: Efficient content location using interest-based locality in peer-to-peer systems. In: INFOCOM (2003)

    Google Scholar 

  84. S.Wang, B.Ooi, A.Tung, L.Xu: Efficient skyline query processing on peer-to-peer networks. In: ICDE (2007)

    Google Scholar 

  85. T.Luu, G.Skobeltsyn, F.Klemm, M.Puh, Žarko, I.P., M.Rajman, K.Aberer: Alvisp2p: Scalable peer-to-peer text retrieval in a structured p2p network. In: Proc VLDB (2008)

    Google Scholar 

  86. D.Tsoumakos, N.Roussopoulos: A comparison of peer-to-peer search methods. In: Int.Workshop on the Web and Databases (WebDB), pp. 61–66 (2003)

    Google Scholar 

  87. U.Guntzer, W.Balke, W.Kieβling: Optimizing multi-feature queries for image databases. In: VLDB (2000)

    Google Scholar 

  88. J.D.Ullman: Information integration using logical views. In: ICDT ’97: Proceedings of the 6th International Conference on Database Theory, pp. 19–40 (1997)

    Google Scholar 

  89. V.Kalogeraki, D.Gunopulos, D.Yazti: A local search mechanism for peer-to-peer networks. In: Proc CIKM. USA (2002)

    Google Scholar 

  90. A.Voglozin, G.Raschia, L.Ughetto, N.Mouaddib: Handbook of Research on Fuzzy Information Processing in Databases, vol. 1, chap. From User Requirements to Evaluation Strategies of Flexible Queries in Databases, pp. 115–142 (2008)

    Google Scholar 

  91. W.A.Voglozin, G.Raschia, L.Ughetto, N.Mouaddib: Querying the SaintEtiQ summaries–a first attempt. In: Int.Conf.On Flexible Query Answering Systems (FQAS) (2004)

    Google Scholar 

  92. W.Balke, W.Nejdl, W.Siberski, U.Thaden: Progressive distributed top-k retrieval in peer-to-peer networks. In: ICDE (2005)

    Google Scholar 

  93. W.Nejdl, W.Siberski: Design issues and challenges for rdf- and schema-based peer-to-peer systems. SIGMOD Record 32, 2003 (2003)

    Article  Google Scholar 

  94. W.Ng, B.Ooi, K.Tan: Bestpeer: A self-configurable peer-to-peer system. In: ICDE (2002)

    Google Scholar 

  95. X.Li, Y.J.Kim, R.Govindan, W.Hong: Multidimensional range queries in sensor networks. In: SENSYS (2003)

    Google Scholar 

  96. R.R.Yager: On linguistic summaries of data. In: Knowledge Discovery in Databases, pp. 347–366. MIT Press (1991)

    Google Scholar 

  97. B.Yang, P.Vinograd, H.Garcia-Molina: Evaluating guess and non-forwarding peer-to-peer search. In: ICDCS ’04: Proceedings of the 24th International Conference on Distributed Computing Systems (ICDCS’04), pp. 209–218 (2004)

    Google Scholar 

  98. Y.Chawathe, S.Ratnasamy, L.Breslau, N.Lanham, S.Shenker: Making gnutella-like p2p systems scalable. In: In Proc. ACM SIGCOMM (2003)

    Google Scholar 

  99. Y.Halevy, G.Ives, D.Suciu, I.Tatarinov: Schema mediation for large-scale semantic data sharing. VLDB J. 14(1), 68–83 (2005)

    Article  Google Scholar 

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Hayek, R., Raschia, G., Valduriez, P., Mouaddib, N. (2010). Data Sharing in P2P Systems. In: Shen, X., Yu, H., Buford, J., Akon, M. (eds) Handbook of Peer-to-Peer Networking. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-09751-0_19

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