Programming-in-the-large: past, present, and future
ICSE '92 Proceedings of the 14th international conference on Software engineering
Efficient parallel data mining for association rules
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
Hash based parallel algorithms for mining association rules
DIS '96 Proceedings of the fourth international conference on on Parallel and distributed information systems
The Open Grid Services Architecture: Where the Grid Meets the Web
IEEE Internet Computing
Parallel and Distributed Association Mining: A Survey
IEEE Concurrency
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
An Efficient Algorithm for Mining Association Rules in Large Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
A Java Object Observation Policy for Load Balancing
PDPTA '02 Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications - Volume 2
Toward a Common Component Architecture for High-Performance Scientific Computing
HPDC '99 Proceedings of the 8th IEEE International Symposium on High Performance Distributed Computing
Fast algorithms for mining association rules and sequential patterns
Fast algorithms for mining association rules and sequential patterns
From Web Services to OGSA: Experiences in Implementing an OGSA-based Grid Application
GRID '03 Proceedings of the 4th International Workshop on Grid Computing
How BPEL and SOA Are Changing Web Services Development
IEEE Internet Computing
GridMiner: A Fundamental Infrastructure for Building Intelligent Grid Systems
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
Anteater: A Service-Oriented Architecture for High-Performance Data Mining
IEEE Internet Computing
Optimizing Distributed Data Mining Applications Based on Object Clustering Methods
PARELEC '06 Proceedings of the international symposium on Parallel Computing in Electrical Engineering
A Framework for Desktop GRID Applications: CCADAJ
ISPDC '06 Proceedings of the Proceedings of The Fifth International Symposium on Parallel and Distributed Computing
Optimal Grid Exploitation Algorithms for Data Mining
ISPDC '06 Proceedings of the Proceedings of The Fifth International Symposium on Parallel and Distributed Computing
Distributed data mining services leveraging WSRF
Future Generation Computer Systems - Special section: Data mining in grid computing environments
Design and implementation of a data mining grid-aware architecture
Future Generation Computer Systems - Special section: Data mining in grid computing environments
Byte-code scheduling of Java programs with branches for desktop grid
Future Generation Computer Systems
A clustering method to distribute a database on a grid
Future Generation Computer Systems
Combining software agents and grid middleware
GPC'07 Proceedings of the 2nd international conference on Advances in grid and pervasive computing
An observation mechanism of distributed objects in java
EUROMICRO-PDP'02 Proceedings of the 10th Euromicro conference on Parallel, distributed and network-based processing
Adapting the weka data mining toolkit to a grid based environment
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
Editorial: Special Section: Defining the grid, experiences and future trends
Future Generation Computer Systems
A grid portal for solving geoscience problems using distributed knowledge discovery services
Future Generation Computer Systems
APHID: An architecture for private, high-performance integrated data mining
Future Generation Computer Systems
Web services discovery and rank: An information retrieval approach
Future Generation Computer Systems
A virtual mart for knowledge discovery in databases
Information Systems Frontiers
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Massive parallelism is required for an efficient solution to data mining tasks, considering the proliferation of data and the need for high computational effort. The DisDaMin (Distributed Data Mining) project addressed distributed discovery and knowledge discovery through parallelization of data mining tasks. DisDaMin algorithms are based on the DG-ADAJ (Desktop-Grid Adaptive Application in Java), a middleware platform for Desktop Grid used as a deployment mechanism for DisDaMin algorithms. On the top of DG-ADAJ, SOA specific components could be employed to provide additional features and to improve current operation. An ESB (Enterprise Service Bus) built on the top of DG-ADAJ is going to provide improved availability, solve interoperability issues by exposing services through well established interfaces, and offer a loosely coupled infrastructure. An additional enactment layer is going to improve the performance of intelligent fragmentation of data, offering at the same time the necessary support for the execution of data workflows.