arrow
返回

Big Data computing and clouds: Trends and future directions

delete2015-05-01
delete481
delete
OA
AI
M
Marcos Dias de Assunção *
R
Rodrigo N. Calheiros
M
Marco A. S. Netto
R
Rajkumar Buyya
DOI:10.1016/j.jpdc.2014.08.003delete
delete原文链接
delete分享
delete收藏
查看原文
摘要

摘要

En 中文
This paper discusses approaches and environments for carrying out analytics on Clouds for Big Data applications. It revolves around four important areas of analytics and Big Data, namely (i) data management and supporting architectures; (ii) model development and scoring; (iii) visualisation and user interaction; and (iv) business models. Through a detailed survey, we identify possible gaps in technology and provide recommendations for the research community on future directions on Cloud-supported Big Data computing and analytics solutions. (C) 2014 Elsevier Inc. All rights reserved.
Keyword:
Big Data
Cloud computing
Analytics
Data management
AI总结

AI总结

对已上传原文的论文进行重点信息的提取,主要内容包括:简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。

期刊

Journal of Parallel and Distributed Computing 封面图
Journal of Parallel and Distributed Computing
IF:
4
论文数:
3.8K
被引数:
4.8K

机构

I
Inria
学者数:
3.5K
论文数: 2.5K
被引数: 343
E
ecole normale superieure de lyon (ens de lyon)
学者数:
5.1K
论文数: 3.6K
被引数: 6
U
university of melbourne
学者数:
5.7W
论文数: 5.4W
被引数: 69
学者 查看更多机构
引用论文

引用论文

Software Analytics: So What?
err2013-07-01
err84
errOAAI
errMenzies, Tim; Zimmermann, Thomas
err分享
err收藏
A Survey of Large Scale Data Management Approaches in Cloud Environments
err2011-01-01
err267
PREAI
errSakr, Sherif; Liu, Anna; Batista, Daniel M.; Alomari, Mohammad
err分享
err收藏
Ferrocenyl-Functionalized Poly(propylenimine) Dendrimers
err1996-12-10
err0
PREAI
errIsabel Cuadrado; Moisés Morán; Carmen M. Casado; Beatriz Alonso; Francisco Lobete; Belén García; Marta Ibisate; José Losada
err分享
err收藏
学者 查看更多内容