A Reference Architecture for Supporting Secure Big Data Analytics over Cloud-Enabled Relational Databases

被引：3
作者：
Cuzzocrea, Alfredo [1 ,2 ]
机构：
[1] Univ Trieste, Trieste, Italy
[2] CNR, ICAR, Trieste, Italy
来源：
PROCEEDINGS 2016 IEEE 40TH ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE WORKSHOPS (COMPSAC), VOL 2 | 2016年
关键词：
Big Data; Secure Big Data Analytics; Encrypted Data over Cloud-Enabled Relational Databases; SKYLINE; FRAMEWORK;
D O I：
10.1109/COMPSAC.2016.224
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
A reference architecture for supporting secure big data analytics over Cloud-enabled relational databases, which is based on our previous Attribute-Order-Preserving-Free-SFS (AOPF-SFS) algorithm, is proposed in this paper. In this architecture, the skyline operator acts as "baseline" component for building secure big data analytics, in a smoothly and algebra-like manner. We provide general concepts and functionalities of the architecture, along with future research directions in secure big data analytics research.
引用
收藏
页码：356 / 358
页数：3
相关论文
共 35 条
[1]  
Agrawal R., 2004, P ACM SIGMOD INT C M, P563
[2]  
[Anonymous], 2013, 17 INT DATABASE EN
[3]  
[Anonymous], 2010, DOLAP 2010
[4]  
[Anonymous], 2014, BIORESOUR BIOPROCESS
[5]  
[Anonymous], 2009, Hadoop: The Definitive Guide
[6]   Querying Encrypted Data [J].
Arasu, Arvind ;
Eguro, Ken ;
Kaushik, Raghav ;
Ramamurthy, Ravi .
SIGMOD'14: PROCEEDINGS OF THE 2014 ACM SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA, 2014, :1259-1261
[7]   Discovering the Skyline of Web Databases [J].
Asudeh, Abolfazl ;
Thirumuruganathan, Saravanan ;
Zhang, Nan ;
Das, Gautam .
PROCEEDINGS OF THE VLDB ENDOWMENT, 2016, 9 (07) :600-611
[8]   A Secure Cloud Computing Based Framework for Big Data Information Management of Smart Grid [J].
Baek, Joonsang ;
Quang Hieu Vu ;
Liu, Joseph K. ;
Huang, Xinyi ;
Xiang, Yang .
IEEE TRANSACTIONS ON CLOUD COMPUTING, 2015, 3 (02) :233-244
[9]  
Boldyreva A, 2011, LECT NOTES COMPUT SC, V6841, P578, DOI 10.1007/978-3-642-22792-9_33
[10]  
Boldyreva A, 2009, LECT NOTES COMPUT SC, V5479, P224, DOI 10.1007/978-3-642-01001-9_13
1234