Computing Resource Prediction for MapReduce Applications Using Decision Tree
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Publisher
Springer Berlin Heidelberg
Link
http://link.springer.com/content/pdf/10.1007/978-3-642-29253-8_51.pdf
Reference16 articles.
1. Albers, R., Suijs, E., de With, P.H.N.: Triple-C: Resource Usage Prediction for Semi-Automatic Parallelization of Groups of Dynamic Image-Processing Tasks. In: Proc. of the 23rd Int. Parallel Distributed Processing Symp. (2009)
2. Duan, R., Nadeem, F., Wang, J.: A Hybrid Intelligent Method for Performance Modeling and Prediction of Workflow Activities in Grids. In: Proc. of the 9th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing (CCGrid), Shanghai, China, pp. 339–347 (May 2009)
3. Ganapathi, A., Chen, Y., Fox, A.: Statistics-Driven Workload Modeling for the Cloud. In: ICDE Workshops 2010, pp. 87–92 (2010)
4. Ganapathi, A., Kuno, H., Dayal, U., et al.: Predicting Multiple Metrics for Queries: Better Decisions Enabled by Machine Learning. In: Proc. of the 2009 IEEE International Conference on Data Engineering, Shanghai, China, pp. 592–603 (March 2009)
5. Lecture Notes in Computer Science;R. Gibbons,1997
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