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Titlebook: Computational Collective Intelligence. Technologies and Applications; 4th International Co Ngoc-Thanh Nguyen,Kiem Hoang,Piotr Jȩdrzejowicz

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Data Deduplication Using Dynamic Chunking Algorithm chunking. In experiment result, the proposed dynamic chunking results in significant performance improvement for deduplication processing capability and shows fast processing time comparable to that of fixed length chunking.
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Link Prediction in Dynamic Networks of Services Emerging during Deployment and Execution of Web Servysis may help to assess the future service usage and resource consumption of the service execution layer. Our approach is illustrated by the real data gathered from the . platform, dedicated to the complex service planning, management, provision, composition, execution and validation.
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Short-Term Spatio-temporal Forecasts of Web Performance by Means of Turning Bands Methodl analyses of the measurement data were performed. Then short-term spatio-temporal forecasts of total downloading times for a four days ahead were made. And finally, thorough analysis of the obtained results was carried out and further research directions were proposed.
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Conference proceedings 2012ntelligent decision making; methods for scheduling; collective intelligence in web systems – web systems analysis; advanced data mining techniques and applications; cooperative problem solving; computational swarm intelligence; and semantic methods for knowledge discovery and communication. .
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Ngoc-Thanh Nguyen,Kiem Hoang,Piotr JȩdrzejowiczUp-to-date results.Fast track conference proceedings.State-of-the-art report
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