Transactions on Large-Scale Data- and Knowledge-Centered Systems XXV
Seiten
2016
|
1st ed. 2016
Springer Berlin (Verlag)
978-3-662-49533-9 (ISBN)
Springer Berlin (Verlag)
978-3-662-49533-9 (ISBN)
This, the 25th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains five fully revised selected papers focusing on data and knowledge management systems. Topics covered include a framework consisting of two heuristics with slightly different characteristics to compute the action rating of data stores, a theoretical and experimental study of filter-based equijoins in a MapReduce environment, a constraint programming approach based on constraint reasoning to study the view selection and data placement problem given a limited amount of resources, a formalization and an approximate algorithm to tackle the problem of source selection and query decomposition in federations of SPARQL endpoints, and a matcher factory enabling the generation of a dedicated schema matcher for a given schema matching scenario.
On Expedited Rating of Data Stores.- A Theoretical andExperimental Comparison of Filter-Based Equijoins in MapReduce.- ConstraintOptimization Method for Large-Scale Distributed View Selection.- On theSelection of SPARQL Endpoints to Efficiently Execute Federated SPARQL Queries.-YAM: A Step Forward for Generating a Dedicated Schema Matcher.
| Erscheinungsdatum | 08.10.2016 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Transactions on Large-Scale Data- and Knowledge-Centered Systems |
| Zusatzinfo | IX, 187 p. 61 illus. in color. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Schlagworte | Algorithm analysis and problem complexity • artificial intelligence (incl. robotics) • Big Data • classification • Cloud Computing • Computer Science • Constraint Optimization • constraint reasoning • Database Management • data integration • Data Management • data mining and knowledge discovery • data placement problem • data stores • distributed data design • equijoin • Information storage and retrieval • information systems applications (incl. internet) • knowledge management • machine learning • MapReduce • modeling and management • query processing and optimization • Schema Matching • SPARQL |
| ISBN-10 | 3-662-49533-3 / 3662495333 |
| ISBN-13 | 978-3-662-49533-9 / 9783662495339 |
| Zustand | Neuware |
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