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책 정보
· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 데이터 마이닝
· ISBN : 9781498783996
· 쪽수 : 268쪽
· 출판일 : 2017-10-10
목차
Section I?Big Data Architectures
Chapter 1 ? Dataflow Model for Cloud Computing Frameworks in Big Data
Dong Dai, Yong Chen, and Gangyong Jia
Chapter 2 ? Design of a Processor Core Customized for Stencil Computation
Youyang Zhang, Yanhua Li, and Youhui Zhang
Chapter 3 ? Electromigration Alleviation Techniques for 3D Integrated Circuits
Yuanqing Cheng, Aida Todri-Sanial, Alberto Bosio, Luigi Dilillo, Patrick Girard, Arnaud Virazel, Pascal Vivet, and Marc Belleville
Chapter 4 ? A 3D Hybrid Cache Design for CMP Architecture for Data-Intensive Applications
Ing-Chao Lin, Jeng-Nian Chiou, and Yun-Kae Law
Section II?Emerging Big Data Applications
Chapter 5 ? Matrix Factorization for Drug?Target Interaction Prediction
Yong Liu, Min Wu, Xiao-Li Li, and Peilin Zhao
Chapter 6 ? Overview of Neural Network Accelerators
Yuntao Lu, Chao Wang, Lei Gong, Xi Li, Aili Wang, and Xuehai Zhou
Chapter 7 ? Acceleration for Recommendation Algorithms in Data Mining
Chongchong Xu, Chao Wang, Lei Gong, Xi Li, Aili Wang, and Xuehai Zhou
Chapter 8 ? Deep Learning Accelerators
Yangyang Zhao, Chao Wang, Lei Gong, Xi Li, Aili Wang, and Xuehai Zhou
Chapter 9 ? Recent Advances for Neural Networks Accelerators and Optimizations
Fan Sun, Chao Wang, Lei Gong, Xi Li, Aili Wang, and Xuehai Zhou
Chapter 10 ? Accelerators for Clustering Applications in Machine Learning
Yiwei Zhang, Chao Wang, Lei Gong, Xi Li, Aili Wang, and Xuehai Zhou
Chapter 11 ? Accelerators for Classification Algorithms in Machine Learning
Shiming Lei, Chao Wang, Lei Gong, Xi Li, Aili Wang, and Xuehai Zhou
Chapter 12 ? Accelerators for Big Data Genome Sequencing
Haijie Fang, Chao Wang, Shiming Lei, Lei Gong, Xi Li, Aili Wang, and Xuehai Zhou
