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020 _a9783031018473
_9978-3-031-01847-3
024 7 _a10.1007/978-3-031-01847-3
_2doi
050 4 _aTK5105.5-5105.9
072 7 _aUKN
_2bicssc
072 7 _aCOM043000
_2bisacsh
072 7 _aUKN
_2thema
082 0 4 _a004.6
_223
100 1 _aAberer, Karl.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_980257
245 1 0 _aPeer-to-Peer Data Management
_h[electronic resource] :
_bFor Clouds and Data-Intensive and Scalable Computing Environments /
_cby Karl Aberer.
250 _a1st ed. 2011.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2011.
300 _aXI, 138 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSynthesis Lectures on Data Management,
_x2153-5426
505 0 _aIntroduction -- Structured Peer-to-Peer Databases -- Peer-to-peer Data Integration -- Peer-to-peer Retrieval -- Semantic Overlay Networks -- Conclusion.
520 _aThis lecture introduces systematically into the problem of managing large data collections in peer-to-peer systems. Search over large datasets has always been a key problem in peer-to-peer systems and the peer-to-peer paradigm has incited novel directions in the field of data management. This resulted in many novel peer-to-peer data management concepts and algorithms, for supporting data management tasks in a wider sense, including data integration, document management and text retrieval. The lecture covers four different types of peer-to-peer data management systems that are characterized by the type of data they manage and the search capabilities they support. The first type are structured peer-to-peer data management systems which support structured query capabilities for standard data models. The second type are peer-to-peer data integration systems for querying of heterogeneous databases without requiring a common global schema. The third type are peer-to-peer document retrieval systems that enable document search based both on the textual content and the document structure. Finally, we introduce semantic overlay networks, which support similarity search on information represented in hierarchically organized and multi-dimensional semantic spaces. Topics that go beyond data representation and search are summarized at the end of the lecture. Table of Contents: Introduction / Structured Peer-to-Peer Databases / Peer-to-peer Data Integration / Peer-to-peer Retrieval / Semantic Overlay Networks / Conclusion.
650 0 _aComputer networks .
_931572
650 0 _aData structures (Computer science).
_98188
650 0 _aInformation theory.
_914256
650 1 4 _aComputer Communication Networks.
_980258
650 2 4 _aData Structures and Information Theory.
_931923
710 2 _aSpringerLink (Online service)
_980259
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031007194
776 0 8 _iPrinted edition:
_z9783031029752
830 0 _aSynthesis Lectures on Data Management,
_x2153-5426
_980260
856 4 0 _uhttps://doi.org/10.1007/978-3-031-01847-3
912 _aZDB-2-SXSC
942 _cEBK
999 _c84927
_d84927