References
- J. Manyika, M. Chui, B. Brown, J. Bughin, R. Dobbs, C. Roxburgh, and A. Byers, "Big Data: The Next Frontier for Innovation, Competition, and Productivity," Technical Report, McKinsey Global Institute, 2011.
- T. Rabl, M. Sadoghi, H.-A. Jacobsen, S. Gomez-Villamor, V. Muntes-Mulero, and S. Mankowskii, "Solving Big Data Challenges for Enterprise Application Performance Management," in Proc. of the VLDB Endowment, Vol.5, No. 12, pp.1724-1735, Aug., 2012. https://doi.org/10.14778/2367502.2367512
- M. Saecker and V. Markl, "Big Data Analytics on Modern Hardware Architectures: A Technology Survey," Springer Lecture Notes in Business Information Processing, Vol.138, pp.125-149, 2013. https://doi.org/10.1007/978-3-642-36318-4_6
- Hadoop [Internet], http://hadoop.apache.org/.
- C. Lam and J. warren, "Hadoop in Action," Manning Publications, 2010.
- T. White, "Hadoop: The Definitive Guide," O'Reilly Media, Yahoo! Press, June, 2009.
- HDFS [Internet], http://hadoop.apache.org/hdfs/.
- K. Shvachko, H. Kuang, S. Radia, and R. Chansler, "The Hadoop Distributed File System," in Proc. of the 26th IEEE Symp. on Mass Storage Systems and Technologies(MSST), Lake Tahoe, Nevada, pp.1-10, May, 2010.
- Dhruba Borthakur, "The Hadoop Distributed File System: Architecture and Design," Technical Report, pp.1-14, 2007, http://hadoop.apache.org/core.
- J. Dean and S. Ghemawat, "MapReduce: Simplified Data Processing on Large Clusters," Communications of the ACM, Vol.51, No.1, pp.107-113, Jan., 2008. https://doi.org/10.1145/1327452.1327492
- J. Dean and S. Ghemawat, "MapReduce: a Flexible Data Processing Tool," Communications of the ACM, Vol.54, No.1, pp.72-77, Jan., 2010.
- S. Lee, J. Kim, Y.-S. Moon, and W.-K. Loh, "Iceberg Cube Parallel Computation using MapReduce," Korea Computer Congress, Vol.37, No.1(A), pp.25-26, June, 2010.
- H. Lee, M. Kim, H. Lee, and H. Yoon, "Design and Implementation of an Analysis module based on MapReduce for Large-scalable Social Data," Korea Computer Congress, Vol.38, No.1(B), pp.357-360, June, 2011.
- G. Kim, G. Nam, and U. Kim, "Analysis and Statistics of Domestic Dam Based on MapReduce," Korean Society for Internet Information, pp.131-132, Nov., 2013.
- D.-S. Choi, G.-J. Mun, Y.-M. Kim, and B.-N. Noh, "An Analysis of Large-Scale Security Log using MapReduce," Korean Institute of Information Technology, Vol.9, No.8, pp. 125-132, Aug., 2011.
- Hive [Internet], https://hive.apache.org/.
- A. Thusoo, J. S. Sarma, N. Jain, Z. Shao, P. Chakka, S. Authony, H. Liu, P. Wyckoff, and R. Murthy, "Hive: a Warehousing Solution over a Map-Reduce Framework," in Proc. of the VLDB Endowment, Vol.2, Issue 2, Aug., 2009.
- J. S. Sarma, N. Jain, Z. Shao, P. Chakka, N. Zhang, S. Antony, H. Liu, and R. Murthy, "Hive - a petabyte scale data warehouse using Hadoop," in Proc. of the 26th IEEE International Conference on Data Engineering, pp.996-1005, Mar., 2010.
- Y.-S. Moon and J. Kim, "Efficient Moving Average Transform-Based Subsequence Matching Algorithms in Time-Series Databases," Information Sciences, Vol.177, No. 23, pp.5415-5431, Dec., 2007. https://doi.org/10.1016/j.ins.2007.05.038
- J. M. Lucas and M. S. Saccucci, "Exponentially Weighted Moving Average Control Schemes: Properties and Enhancements," Technometircs, Vol.32, Issue 1, 1990.
- J. S. Hunter, "The exponentially Weighted Moving Average," Journal of Quality Technology, Vol.18, No.4, Oct., 1986.
- William W. S. Wei, "Time Series Analysis Univariate And Multivariate Methods," Addison-Wesley, 2005.
- F. Pukelsheim, "The three sigma rule," The American Statistician, Vol.48, Issue 2, pp.88-91, 1994.
- H.-P. Kriegel, P. Kroger, E. Schubert, A. Zimek, "LoOP: local outlier probabilities," in Proc. of the 18th ACM Conference on Information and Knowledge Management, pp.1649-1652, Nov., 2009.
- Ganglia Monitoring System [Internet], http://ganglia.info/.