SPIN: A Fast and Scalable Matrix Inversion Method in Apache Spark
暂无分享,去创建一个
Soumya K. Ghosh | Sourangshu Bhattacharya | Chandan Misra | Sourangshu Bhattacharya | S. Ghosh | Chandan Misra
[1] Robert A. van de Geijn,et al. Families of algorithms related to the inversion of a Symmetric Positive Definite matrix , 2008, TOMS.
[2] Enrique S. Quintana-Ortí,et al. High Performance Matrix Inversion on a Multi-core Platform with Several GPUs , 2011, 2011 19th International Euromicro Conference on Parallel, Distributed and Network-Based Processing.
[3] M. Ylinen,et al. A fixed-point implementation of matrix inversion using Cholesky decomposition , 2003, 2003 46th Midwest Symposium on Circuits and Systems.
[4] Scott Shenker,et al. Spark: Cluster Computing with Working Sets , 2010, HotCloud.
[5] Ameet Talwalkar,et al. MLlib: Machine Learning in Apache Spark , 2015, J. Mach. Learn. Res..
[6] Nirwan Ansari,et al. Spark-based large-scale matrix inversion for big data processing , 2016, 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).
[7] Chris Mattmann,et al. SciSpark: Applying in-memory distributed computing to weather event detection and tracking , 2015, 2015 IEEE International Conference on Big Data (Big Data).
[8] V. Strassen. Gaussian elimination is not optimal , 1969 .
[9] Reynold Xin,et al. GraphX: Graph Processing in a Distributed Dataflow Framework , 2014, OSDI.
[10] Ashraf Aboulnaga,et al. Scalable matrix inversion using MapReduce , 2014, HPDC '14.
[11] Yubai Li,et al. A Parallel Method for Matrix Inversion Based on Gauss-jordan Algorithm , 2013 .
[12] S. Althoen,et al. Gauss-Jordan reduction: a brief history , 1987 .
[13] Miad Faezipour,et al. MapReduce and Spark-Based Analytic Framework Using Social Media Data for Earlier Flu Outbreak Detection , 2017, ICDM.
[14] Baidurya Bhattacharya,et al. Technical Note: A fast parallel Gauss Jordan algorithm for matrix inversion using CUDA , 2013 .
[15] Zhengping Qian,et al. MadLINQ: large-scale distributed matrix computation for the cloud , 2012, EuroSys '12.
[16] Emmanuel Agullo,et al. Towards an Efficient Tile Matrix Inversion of Symmetric Positive Definite Matrices on Multicore Architectures , 2010, VECPAR.
[17] William H. Press,et al. Numerical Recipes 3rd Edition: The Art of Scientific Computing , 2007 .
[18] R. Venkatesh,et al. Parallel matrix inversion techniques , 1996, Proceedings of 1996 IEEE Second International Conference on Algorithms and Architectures for Parallel Processing, ICA/sup 3/PP '96.