doppioDB 1.0: Machine Learning inside a Relational Engine.
作者： Zsolt István , Muhsen Owaida , Gustavo Alonso , David Sidler , Kaan Kara
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computer.org 参考文章(17)
P. Tamayo, C. Berger, M. Campos, J. Yarmus, B. Milenova, A. Mozes, M. Taft, M. Hornick, R. Krishnan, S. Thomas, M. Kelly, D. Mukhin, B. Haberstroh, S. Stephens, J. Myczkowski, Oracle Data Mining Springer, Boston, MA. pp. 1315- 1329 ,(2005) , 10.1007/0-387-25465-X_63
Sang-Woo Jun, Ming Liu, Sungjin Lee, Jamey Hicks, John Ankcorn, Myron King, Shuotao Xu, Arvind, BlueDBM: an appliance for big data analytics international symposium on computer architecture. ,vol. 43, pp. 1- 13 ,(2015) , 10.1145/2749469.2750412
Arun Kumar, Jeffrey Naughton, Jignesh M. Patel, Learning Generalized Linear Models Over Normalized Data international conference on management of data. pp. 1969- 1984 ,(2015) , 10.1145/2723372.2723713
Jason Oberg, Ken Eguro, Ray Bittner, Alessandro Forin, Random decision tree body part recognition using FPGAs field programmable logic and applications. pp. 330- 337 ,(2012) , 10.1109/FPL.2012.6339226
D. Andrews, D. Niehaus, R. Jidin, M. Finley, W. Peck, M. Frisbie, J. Ortiz, Ed Komp, P. Ashenden, Programming models for hybrid FPGA-cpu computational components: a missing link IEEE Micro. ,vol. 24, pp. 42- 53 ,(2004) , 10.1109/MM.2004.36
Zhuhua Cai, Zografoula Vagena, Luis Perez, Subramanian Arumugam, Peter J Haas, Christopher Jermaine, None, Simulation of database-valued markov chains using SimSQL international conference on management of data. pp. 637- 648 ,(2013) , 10.1145/2463676.2465283
Jens Teubner, Louis Woods, Data Processing on FPGAs Synthesis Lectures on Data Management. ,vol. 5, pp. 1- 118 ,(2013) , 10.2200/S00514ED1V01Y201306DTM035
David Kesler, Biplab Deka, Rakesh Kumar, A hardware acceleration technique for gradient descent and conjugate gradient symposium on application specific processors. pp. 94- 101 ,(2011) , 10.1109/SASP.2011.5941086
Evangelia A. Sitaridi, Kenneth A. Ross, GPU-accelerated string matching for database applications very large data bases. ,vol. 25, pp. 719- 740 ,(2016) , 10.1007/S00778-015-0409-Y
Yaman Umuroglu, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Philip Leong, Magnus Jahre, Kees Vissers, FINN: A Framework for Fast, Scalable Binarized Neural Network Inference field programmable gate arrays. pp. 65- 74 ,(2017) , 10.1145/3020078.3021744