Conference Paper2011
Neural network and regression based processor load prediction for efficient scaling of Grid and Cloud resources
Md Toukir Imam, Sheikh Faisal Miskhat, Rashedur M Rahman, M Ashraful Amin
14th International Conference on Computer and Information Technology (ICCIT 2011)
IEEE, pp. 333–338
CCDS Authors
References
- 1.Simon Haykin. (1998). Neural Networks: A Comprehensive Foundation. [link]
- 2.Ryszard Tadeusiewicz. (1995). Neural networks: A comprehensive foundation. Control Engineering Practice, 3(5), 746–747[10.1016/0967-0661(95)90080-2]
- 3.J. Fan, I. Gijbels. (1994). Local Polynomial Modelling and its Applications. [10.1007/978-1-4899-3150-4]
- 4.Alexander Waibel, Toshiyuki Hanazawa, Geoffrey E. Hinton, Kiyohiro Shikano, Kevin Lang. (1989). Phoneme recognition using time-delay neural networks. IEEE Transactions on Acoustics Speech and Signal Processing, 37(3), 328–339[10.1109/29.21701]
- 5.Kevin Lang, Alex Waibel, Geoffrey E. Hinton. (1990). A time-delay neural network architecture for isolated word recognition. Neural Networks, 3(1), 23–43[10.1016/0893-6080(90)90044-l]
- 6.Sarah Dyer, Justin S. Dyer. (2001). Cubic-spline interpolation. 1. IEEE Instrumentation & Measurement Magazine, 4(1), 44–46[10.1109/5289.911175]
- 7.Julian J. Faraway. (2002). Practical Regression and Anova using R.
- 8.(2000). Cubic Spline Interpolation. WORLD SCIENTIFIC eBooks, 37–59[10.1142/9789812813381_0003]
- 9.Archana Ganapathi, Yanpei Chen, Armando Fox, Randy H. Katz, David A. Patterson. (2010). Statistics-driven workload modeling for the Cloud. , 87–92[10.1109/icdew.2010.5452742]
- 10.Andres Quiroz, Hyunjoo Kim, Manish Parashar, Nathan Gnanasambandam, Naveen Kumar Sharma. (2009). Towards autonomic workload provisioning for enterprise Grids and clouds. , 50–57[10.1109/grid.2009.5353066]
- 11.Emmanuel Medernach. (2005). Workload Analysis of a Cluster in a Grid Environment. Lecture notes in computer science, 36–61[10.1007/11605300_2]
- 12.Radu Prodan, Vlad Nae. (2008). Prediction-based real-time resource provisioning for massively multiplayer online games. Future Generation Computer Systems, 25(7), 785–793[10.1016/j.future.2008.11.002]
- 13.Hui Li, Michael Muskulus, Lex Wolters. (2007). Modeling Job Arrivals in a Data-Intensive Grid. Lecture notes in computer science, 210–231[10.1007/978-3-540-71035-6_11]
- 14.Zuhaimy Ismail, Riswan Efendi. (2010). Enrollment Forecasting based on Modified Weight Fuzzy Time Series. Journal of Artificial Intelligence, 4(1), 110–118[10.3923/jai.2011.110.118]
- 15.Xiaozhu Kang, Hui Zhang, Guofei Jiang, Haifeng Chen, Xiaoqiao Meng, Kenji Yoshihira. (2008). Measurement, Modeling, and Analysis of Internet Video Sharing Site Workload: A Case Study. , 59, 278–285[10.1109/icws.2008.28]
- 16.Liyun Su. (2011). Multivariate Local Polynomial Regression with Application to Shenzhen Component Index. Discrete Dynamics in Nature and Society, 2011(1)[10.1155/2011/930958]
- 17.Mark Crovella, Azer Bestavros. (1995). Explaining World Wide Web Traffic Self-Similarity.
- 18.(2006). A Comparative Study of Time Delay Neural Networks and Hidden Markov Models for Electroencephalographic Signal Classification. ASME Press eBooks, 311–316[10.1115/1.802566.paper47]
