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· 분류 : 외국도서 > 컴퓨터 > 데이터베이스 관리 > 데이터 마이닝
· ISBN : 9781498768078
· 쪽수 : 469쪽
· 출판일 : 2017-05-25
목차
1 Big Data: Legal Compliance and Quality Management
Paolo Balboni and Theodora Dragan
2 EnergyManagement for Green Big Data Centers
Chonglin Gu, Hejiao Huang, and Xiaohua Jia
3 The Art of In-Memory Computing for Big Data Processing
Mihaela-Andreea Vasile and Florin Pop
4 Scheduling Nested Transactions on In-Memory Data Grids
Junwhan Kim, Roberto Palmieri, and Binoy Ravindran
5 Co-Scheduling High-Performance Computing Applications
Guillaume Aupy, Anne Benoit, Loic Pottier, Padma Raghavan, Yves Robert, and Manu Shantharam
6 ResourceManagement forMapReduce Jobs Performing Big Data Analytics
Norman Lim and Shikharesh Majumdar
7 Tyche: An Efficient Ethernet-Based Protocol for Converged Networked Storage
Pilar Gonz´alez-F´erez and Angelos Bilas
8 Parallel Backpropagation Neural Network for Big Data Processing on Many-Core Platform
Boyang Li and Chen Liu
9 SQL-on-Hadoop Systems: State-of-the-Art Exploration, Models, Performances, Issues, and Recommendations
Alfredo Cuzzocrea, Rim Moussa, and Soror Sahri
10 One Platform Rules All: From Hadoop 1.0 to Hadoop 2.0 and Spark
Xiongpai Qin and Keqin Li
11 Security, Privacy, and Trust for User-Generated Content: The Challenges and Solutions
Yuhong Liu, Yu Wang, and Nam Ling
12 Role of Real-Time Big Data Processing in the Internet of Things
Miyuru Dayarathna, Paul Fremantle, Srinath Perera, and Sriskandarajah Suhothayan
13 End-to-End Security Framework for Big Sensing Data Streams
Deepak Puthal, Surya Nepal, Rajiv Ranjan, and Jinjun Chen
14 Considerations on the Use of Custom Accelerators for Big Data Analytics
Vito Giovanni Castellana, Antonino Tumeo, Marco Minutoli, Marco Lattuada, and Fabrizio Ferrandi
15 Complex Mining from Uncertain Big Data in Distributed Environments: Problems, Definitions, and Two Effective and Efficient Algorithms
Alfredo Cuzzocrea, Carson Kai-Sang Leung, Fan Jiang, and Richard Kyle MacKinnon
16 Clustering in Big Data
Min Chen, Simone A. Ludwig, and Keqin Li
17 Large Graph Computing Systems
Chengwen Wu, Guangyan Zhang, Keqin Li, and Weimin Zheng
18 Big Data in Genomics
Huaming Chen, Jiangning Song, Jun Shen, and Lei Wang
19 Maximizing the Return on Investment in Big Data Projects: An Approach Based upon the Incremental Funding of Project Development
Antonio Juarez Alencar, Mauro Penha Bastos, Eber Assis Schmitz, Monica Ferreira da Silva, and Petros Sotirios Stefaneas
20 Parallel DataMining and Applications in Hospital Big Data Processing
Jianguo Chen, Zhuo Tang, Kenli Li, and Keqin Li
21 Big Data in the Parking Lot
Ryan Florin, Syedmeysam Abolghasemi, Aida Ghazi Zadeh, and Stephan Olariu