Name
Title | ||
|---|---|---|
Grid-enabling data mining applications with DataMiningGrid: An architectural perspective |
Abstract | ||
|---|---|---|
The DataMiningGrid system has been designed to meet the requirements of modern and distributed data mining scenarios. Based on the Globus Toolkit and other open technology and standards, the DataMiningGrid system provides tools and services facilitating the grid-enabling of data mining applications without any intervention on the application side. Critical features of the system include flexibility, extensibility, scalability, efficiency, conceptual simplicity and ease of use. The system has been developed and evaluated on the basis of a diverse set of use cases from different sectors in science and technology. The DataMiningGrid software is freely available under Apache License 2.0. |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1016/j.future.2007.05.004 | Future Generation Comp. Syst. |
Keywords | Field | DocType |
architectural perspective,data mining,application side,use case,datamininggrid system,datamininggrid software,data mining application,distributed systems,conceptual simplicity,globus toolkit,open technology,apache license,data mining scenario,grid-enabling data mining application,web-based services,science and technology,ease of use,distributed system | Data mining,Web mining,Use case,Computer science,Usability,Software,Extensibility,Grid,Distributed computing,License,Scalability | Journal |
Volume | Issue | ISSN |
24 | 4 | Future Generation Computer Systems |
Citations | PageRank | References |
40 | 1.69 | 28 |
Authors | ||
7 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Vlado Stankovski | 1 | 283 | 30.54 |
| Martin Swain | 2 | 68 | 5.46 |
| Valentin Kravtsov | 3 | 76 | 5.24 |
| Thomas Niessen | 4 | 164 | 18.28 |
| Dennis Wegener | 5 | 58 | 3.41 |
| Jörg Kindermann | 6 | 411 | 33.66 |
| Werner Dubitzky | 7 | 435 | 50.31 |