Data analysis in the cloud models, techniques and applications / [electronic resource] :

• 作者： Talia, Domenico.
• 其他作者：
  • Trunfio, Paolo.
  • Marozzo, Fabrizio.
• 其他題名：
  • Computer science reviews and trends.
• 出版： Amsterdam ;Boston : Elsevier
• 叢書名： Computer science: reviews and trends
• 主題： Quantitative research. , Data mining. , Cloud computing.
• ISBN： 0128028815 (electronic bk.) 、 9780128028810 (electronic bk.)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Includes bibliographical references. 1. Introduction to data mining -- 2. Introduction to cloudcomputing -- 3. Models and techniques for cloud-based dataanalysis -- 4. Designing and supporting scalable data analytics -- 5. Research trends in big data analysis.
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• 摘要註: "Data Analysis in the Cloud introduces and discusses models, methods, techniques, and systems to analyze the large number of digital data sources available on the Internet using the computing and storage facilities of thecloud. Coverage includes scalable data mining and knowledge discovery solutions together with cloud computing concepts, models, and systems. Included are casestudies of high-performance distributed analysis of large data on clouds." -- Back cover.
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