Distributed data mining on the grid
Future Generation Computer Systems - Grid computing: Towards a new computing infrastructure
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IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 11 - Volume 12
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ITCC '05 Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'05) - Volume II - Volume 02
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SC '05 Proceedings of the 2005 ACM/IEEE conference on Supercomputing
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RTAS '06 Proceedings of the 12th IEEE Real-Time and Embedded Technology and Applications Symposium
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SKG '06 Proceedings of the Second International Conference on Semantics, Knowledge, and Grid
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Future Generation Computer Systems - Special section: Information engineering and enterprise architecture in distributed computing environments
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MUE '07 Proceedings of the 2007 International Conference on Multimedia and Ubiquitous Engineering
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Future Generation Computer Systems - Special section: Data mining in grid computing environments
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Future Generation Computer Systems
WICSA '08 Proceedings of the Seventh Working IEEE/IFIP Conference on Software Architecture (WICSA 2008)
Efficient Information Retrieval by Dispatching Mobile Agents in Parallel
MUE '08 Proceedings of the 2008 International Conference on Multimedia and Ubiquitous Engineering
OS-based sensor node platform and energy estimation model for health-care wireless sensor networks
Proceedings of the conference on Design, automation and test in Europe
Expert Systems with Applications: An International Journal
Adaptive Knowledge Retrieving on Mobile Grid
ISDA '08 Proceedings of the 2008 Eighth International Conference on Intelligent Systems Design and Applications - Volume 02
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IEEE Transactions on Parallel and Distributed Systems
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KES-AMSTA'08 Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications
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ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part II
Distributed data mining on grids: services, tools, and applications
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A hybrid model for improving response time in distributed data mining
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Hybrid Simulation for Energy Estimation of Embedded Software
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Mobile agents and their use for information retrieval: a brief overview and an elaborate case study
IEEE Network: The Magazine of Global Internetworking
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With the advances in mobile grid technology, it is possible to store ever greater amounts of information in the mobile data grid environment. The issues of information retrieval and knowledge discovery from wireless or mobile grids are becoming increasingly important. In this paper, we use mobile agent technology to propose the RAKER, a resource-aware information extraction architecture on the mobile grid. The RAKER can dynamically determine processing and policies for information extraction, employing our proposed resource estimation model to achieve high levels of performance and availability. With it, mobile users can extract information or knowledge stored on mobile grids in an efficient, effective and transparent way without worrying about the most important issue in mobile computing, which is energy consumption. We show the implementation with an example to demonstrate the use of RAKER. In addition, we display its performance by measuring latency and energy consumption and simulating the availability of the system.