[PDF][PDF] 大数据管理: 概念, 技术与挑战

孟小峰, 慈祥 - 2013 - idke.ruc.edu.cn
大数据管理:概念,技术与挑战 Page 1 大数据管理:概念,技术与挑战 孟小峰慈祥 (中国人民大学信息
学院北京100872) Big Data Management: Concepts, Techniques and Challenges Meng …

A survey of large scale data management approaches in cloud environments

S Sakr, A Liu, DM Batista… - … communications surveys & …, 2011 - ieeexplore.ieee.org
In the last two decades, the continuous increase of computational power has produced an
overwhelming flow of data. Moreover, the recent advances in Web technology has made it …

[HTML][HTML] Hadoop-GIS: A high performance spatial data warehousing system over MapReduce

A Aji, F Wang, H Vo, R Lee, Q Liu… - Proceedings of the …, 2013 - ncbi.nlm.nih.gov
Support of high performance queries on large volumes of spatial data becomes increasingly
important in many application domains, including geospatial problems in numerous fields …

Parallel data processing with MapReduce: a survey

KH Lee, YJ Lee, H Choi, YD Chung, B Moon - AcM sIGMoD record, 2012 - dl.acm.org
A prominent parallel data processing tool MapReduce is gaining significant momentum from
both industry and academia as the volume of data to analyze grows rapidly. While …

An IoT-oriented data storage framework in cloud computing platform

L Jiang, L Da Xu, H Cai, Z Jiang… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
The Internet of Things (IoT) has provided a promising opportunity to build powerful industrial
systems and applications by leveraging the growing ubiquity of Radio Frequency …

Big data processing in cloud computing environments

C Ji, Y Li, W Qiu, U Awada, K Li - 2012 12th international …, 2012 - ieeexplore.ieee.org
With the rapid growth of emerging applications like social network analysis, semantic Web
analysis and bioinformatics network analysis, a variety of data to be processed continues to …

Big data processing: Big challenges and opportunities

C Ji, Y Li, W Qiu, Y Jin, Y Xu, U Awada… - Journal of …, 2012 - World Scientific
With the rapid growth of emerging applications like social network, semantic web, sensor
networks and LBS (Location Based Service) applications, a variety of data to be processed …

Heuristics-based query processing for large RDF graphs using cloud computing

M Husain, J McGlothlin, MM Masud… - … on Knowledge and …, 2011 - ieeexplore.ieee.org
Semantic web is an emerging area to augment human reasoning. Various technologies are
being developed in this arena which have been standardized by the World Wide Web …

Split query processing in polybase

DJ DeWitt, A Halverson, R Nehme, S Shankar… - Proceedings of the …, 2013 - dl.acm.org
This paper presents Polybase, a feature of SQL Server PDW V2 that allows users to manage
and query data stored in a Hadoop cluster using the standard SQL query language. Unlike …

[引用][C] 架构大数据: 挑战, 现状与展望

王珊, 王会举, 覃雄派, 周烜 - 计算机学报, 2011