bookmarks (hide)46
- fastutil javadoc
- Maven: The Complete Reference is a book about Apache Maven.
- Definition of POJO
- Schnell, robust, einfach zu nutzen, skalierbar, weit einsetzbar und inklusive Monitoring: Das verspricht MapReduce, ein Framework von Google zur nebenläufigen Berechnung sehr großer Datenmengen auf Rechnerclustern. Ein mutiges Versprechen. Dieser Artikel wird zeigen, ob MapReduce es einlöst.
- Module 4: MapReduce
- Data analytics is becoming increasingly prominent in a variety of application areas ranging from extracting business intelligence to processing data from scientific studies. MapReduce programming paradigm lends itself well to these data-intensive analytics jobs, given its ability to scale-out and leverage several machines to parallely process data. In this work we argue that such MapReduce-based analytics are particularly synergistic with the pay-as-you-go model of a cloud platform. However, a key challenge facing end-users in this environment is the ability to provision MapReduce applications to minimize the incurred cost, while obtaining the best performance. This paper firstmotivates the importance of optimally provisioning a MapReduce job, and demonstrates that existing approaches can result in far from optimal provisioning. We then present a preliminary approach that improves MapReduce provisioning by analyzing and comparing resource consumption of the application at hand with a database of similar resource consumption signatures of other applications.
- The Java WordNet Similarity Library (JWSL)
- Pure Java WordNet Similarity Library (Result Project)
publications (hide)53
- International Conference on Information Knowledge Engineering, 2010, (2010)
- IKE, page 687-693. CSREA Press, (2009)
- (2009)
- STOC, page 380-388. (2002)
- Proceedings of the Seventh International Workshop on Peer-to-Peer Systems, IPTPS08, Tampa Bay, USA, (February 2008)
- Biometrika, 30 (1/2): 81--93 (1938)
- (2007)
- ICML '98: Proceedings of the Fifteenth International Conference on Machine Learning, page 296--304. San Francisco, CA, USA, Morgan Kaufmann Publishers Inc., (1998)
- Proc. of the Int'l. Conf. on Research in Computational Linguistics, page 19--33. (1997)
- International Handbooks on Information Systems Springer, 2nd revised edition edition, (2009)
- Journal on Data Semantics VI, (2006)
- Wissensmanagement mit Referenzmodellen -- Konzepte für die Anwendungssystem- und Organisationsgestaltung, Physica, Heidelberg, (2002)
- Knowledge Acquisition, 5 (2): 199-221 (1993)
- Scientific American, 284 (5): 34-43 (2001)
- IEEE Intelligent Systems, 21 (3): 96-101 (2006)
- Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, page 100--108. Los Angeles, California, Association for Computational Linguistics, (June 2010)
- International Journal of Lexicography, 3 (4): 235-244 (1990)
- MIT Press, Cambridge, MA, (1998)
- Springer, New York, (2006)
- (?)Good definition and disambiguation of the terms Natural Language Processing, Information Retrieval and Knowledge Discovery.
