[1] J. G. Chen, K. L. Li, Z. Tang,K. Bilal, “A Parallel Random Forest Algorithm for Big Data in a Spark Cloud Computing Environment,” IEEE Transactions on Parallel & Distributed Systems, Vol. 28, No. 4, pp. 919-933, 2017 [2] C. Napoli, G. Pappalardo,E. Tramontana, “A Cloud-Distributed GPU Architecture for Pattern Identification in Segmented Detectors Big-Data Surveys,” Computer Journal, Vol. 59, No. 3, pp. 338-352, 2018 [3] C. W. Yang, Q. Y. Huang,Z. L. Li, “Big Data and Cloud Computing: Innovation Opportunities and Challenges,” International Journal of Digital Earth, Vol. 10, No. 1, pp. 13-53, 2017 [4] Y. H.Moon and C. H. Youn, “Multihybrid Job Scheduling for Fault-Tolerant Distributed Computing in Policy-Constrained Resource Networks,” Computer Networks, Vol. 82, No. 3, pp. 81-95, 2015 [5] A. Rasooli and D. G. Down, “COSHH: A Classification and Optimization based Scheduler for Heterogeneous Hadoop Systems,” Future Generation Computer Systems, Vol. 36, No. 3, pp. 1-15, 2014 [6] W. Chongdarakul, P. Sophatsathit,C. Lursinsap, “Efficient Task Scheduling based on Theoretical Scheduling Pattern Constrained on Single I/O Port Collision Avoidance,” Simulation Modelling Practice and Theory, Vol. 56, No. 67, pp. 171-190, 2016 [7] M. Khan, Y. Liu, and M. Li, “Data Locality in Hadoop Cluster Systems,” in Proceedings of 2014 International Conference on Fuzzy Systems and Knowledge Discovery, pp. 720-724, 2014 [8] W. Tian, G. Luo,L. Tian, “On Dynamic Job Ordering and Slot Configurations for Minimizing the Makespan of Multiple MapReduce Jobs,” IEEE Transactions on Service Computing, Vol. 9, No. 1, pp. 1-6, 2016 [9] C. T. Chen, L. J. Hung,S. Y. Hsieh, “Heterogeneous Job Allocation Scheduler for Hadoop MapReduce using Dynamic Grouping Integrated Neighboring Search,”IEEE Transactions on Cloud Computing, pp. 1-14, 2017 [10] O. Komori, S. Eguchi,S. Ikeda, “An Asymmetric Logistic Regression Model for Ecological Data,” Methods in Ecology & Evolution, Vol. 7, No. 2, pp. 249-260, 2016 [11] S. Spicuglia and L. Y. Chen, “On Load Balancing: A Mix-Aware Algorithm for Heterogeneous Systems,” in Proceedings of 2013 International Conference on PERFORMANCE Engineering, pp. 71-76, 2013 |