빅데이터 병렬 처리 기술 동향

  • Published : 2014.01.17

Abstract

Keywords

References

  1. J. Dittrich and J. Quiane-Ruiz, Efficient big data processing in Hadoop Map Reduce, Proc. of the VLDB Endowment, pp.2014-2014, 2012.
  2. I. Hwang, K. Jung, K. Im, and J. Lee, "Improving the Map/Reduce Model through Data Distribution and Task Progress Scheduling," Journal of the Korea Contents Association, Vol.10, No.10, pp.78-85, 2010.
  3. Hadoop, http://hadoop.apache.org.
  4. K. Shvachko, H. Huang, S. Radia, and R. Chansler, The Hadoop Distributed File System, Proc. of the IEEE Symposium on Massive Storage Systems. pp. 1-10, 2010.
  5. J. Dean and S. Ghemawat, "MapReduce: Simplified Data Processing on Large Clusters," Magazine Communications of the ACM, Vo1.51, Issue 1, pp.107-113, 2008.
  6. IT World " 빅 데이터를 위한 개방형 DB 프레임워크 '하둡'의 이해" IDG Korea, 2012.
  7. Who uses Hadoop, http://wiki.apache.org/hadoop/.
  8. M. Hammoud and M. F. Sakr, "Locality-Aware Reduce Task Scheduling for Map Reduce," Proc. of the IEEE International Conference on Cloud Computing Technology and Science, pp.570-576, 2011.
  9. D. Werthimer, J. Cobb, M. Lebofsky, D. Anderson, and E. Korpela, "SETI@HOME-Massively Distributed Computing for SETI ," Journal of Computing Science and Engineering, Vol.3, No.1, pp.78-83, 2001.
  10. D. L. Eager, E.D. Lazowska, and J. Zahor-jan, "Adaptive Load Sharing in Homogeneous Distributed Systems," Journal of Software Engineering, Vol. 12, No.5, pp.662-675, 1986.
  11. S. T. Leutenegger, X. H. Sun, "Distributed Computing Feasibility in a Non-dedicated Homogeneous Distributed System," Proc. of the ACM/IEEE Conference on Supercomputing, pp.143- 152, 1993.
  12. H. Jin, X. Yang, X. H. Sun, and I. Raicu, "ADAPT: Availability-Aware MapReduce Data Placement for Non-Dedicated Distributed Computing," Proc. of IEEE International Conference on Distributed Computing Systems, pp.5 16-525, 2012.
  13. E. Ryu, I, Son, J. Park, K. Bok and J. Yoo, "An Efficient Data Replacement Algorithm for Performance Optimization of MapReduce in Non-dedicated Distri buted Computing Envirorunents," Journal of KOCON, Vol.13, No.9, pp.20-27, 2013.
  14. H. Zhao, S. Yang and Z. Chen, "MapReduce Modelbased Optimization of Range Queries," Proc. of the Interational Conference on Fuzzy Systems and Knowledge Discovery, pp.2487-2492, 2012.
  15. J. Park, H. Oh, K. Kim, I. Son, E. Ryu, K. Bok and J. Yao, "Performance Evaluation of Efficient Index Updating Scheme for MapReduce-based Range Query Processing," Proc. of the KIISE Fall Conference, pp. 1014-1016,2013.
  16. T. Yokoyama, Y. Ishikawa and Y. Suzuki, "Processing All k-Nearest Neighbor Queries in Hadoop," Lecture Notes in Computer Science, Vol.7418, pp.346-351 , 2012. https://doi.org/10.1007/978-3-642-32281-5_34