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HPDC '02 Proceedings of the 11th IEEE International Symposium on High Performance Distributed Computing
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ICDCS '04 Proceedings of the 24th International Conference on Distributed Computing Systems (ICDCS'04)
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Cluster Computing
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IQ-Services are application-specific, resource-aware code modules executed by data transport middleware. They constitute a 'thin' layer between application components and the underlying computational and communication resources that implements the data manipulations necessary to permit wide-area collaborations to proceed smoothly, despite dynamic resource variations. IQ-Services interact with the application and resource layers via dynamic performance attributes, and end-to-end implementations of such attributes also permit clients to interact with data providers. The joint middleware/resource and provider/consumer interactions implemented with performance attributes may be used to realize effective methods for managing the data flows in the large-data, distributed Gird applications targeted by our research. Experimental results in this paper demonstrate substantial performance improvements attained by coordinating network-level with service-level adaptations of the data being transported and by permitting end users to dynamically deploy and use applications-specific services for manipulating data in ways suitable for their current needs.