Fu Jen Catholic University

Operating System and Cloud Computing Laboratory

Shih-Cheng Huang 黃士誠

Lab Location : SF650


*************** Hadoop Data Locality ***************

1.J. Jin, J. Luo, A. Song, F. Dong and R. Xiong, "BAR: An Efficient Data Locality Driven Task Scheduling Algorithm for Cloud Computing," 2011 11th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, Newport Beach, CA, 2011, pp. 295-304.doi: 10.1109/CCGrid.2011.55
>URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5948620&isnumber=5948590

2.Aprigio Bezerra, Porfídio Hernández, Antonio Espinosa, and Juan Carlos Moure. 2013. Job scheduling for optimizing data locality in Hadoop clusters. In Proceedings of the 20th European MPI Users' Group Meeting (EuroMPI '13). ACM, New York, NY, USA, 271-276. DOI=http://dx.doi.org/10.1145/2488551.2488591
>URL: hhttps://dl.acm.org/citation.cfm?id=2488591

3.Jiong Xie et al., "Improving MapReduce performance through data placement in heterogeneous Hadoop clusters," 2010 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW), Atlanta, GA, 2010, pp. 1-9.doi: 10.1109/IPDPSW.2010.5470880
>URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5470880&isnumber=5470678

4.Naik, Nenavath Srinivas, et al. "A data locality based scheduler to enhance MapReduce performance in heterogeneous environments." Future Generation Computer Systems 90 (2019): 423-434.
>URL: https://www.sciencedirect.com/science/article/pii/S0167739X18308379

5.Lee, Sungchul, Ju-Yeon Jo, and Yoohwan Kim. "Hadoop Performance Analysis Model with Deep Data Locality." Information 10.7 (2019): 222.
>URL: https://www.mdpi.com/2078-2489/10/7/222

*************** Hadoop Data Prefetching ***************

1.Vinutha, D. C., and G. T. Raju. "Data Prefetching for Heterogeneous Hadoop Cluster." 2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS). IEEE, 2019.
>URL: https://ieeexplore.ieee.org/abstract/document/8728373

2.Li, Chunlin, et al. "Data prefetching and file synchronizing for performance optimization in Hadoop-based hybrid cloud." Journal of Systems and Software 151 (2019): 133-149.
>URL: https://www.sciencedirect.com/science/article/pii/S0164121219300287