Data Management for Future Wireless Networks: Architecture, Privacy Preservation, and Regulation

被引:29
|
作者
Shen, Xuemin Sherman [1 ]
Huang, Cheng [2 ]
Liu, Dongxiao [1 ]
Xue, Liang [1 ]
Zhuang, Weihua [1 ]
Sun, Rob [3 ]
Ying, Bidi [3 ]
机构
[1] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON, Canada
[2] Univ Waterloo, Waterloo, ON, Canada
[3] Huawei Technol Canada, Markham, ON, Canada
来源
IEEE NETWORK | 2021年 / 35卷 / 01期
基金
加拿大自然科学与工程研究理事会;
关键词
BLOCKCHAIN; IOT;
D O I
10.1109/MNET.011.2000666
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Next-generation wireless networks (NGWN) aim to support diversified smart applications that require frequent data exchanges and collaborative data processing among multiple stakeholders. Data management (DM), including data collection, storage, sharing, and computation, plays an essential role in empowering NGWN. However, DM for NGWN faces two significant challenges: stakeholders data cannot be easily managed across different trust domains under a distributed network architecture; and privacy preservation requirements of personal data become more rigorous under new privacy regulations. To explore possible solutions to address the challenges, we first investigate the state-of-the-art architecture designs for DM and emphasize advantages of a blockchain-based DM architecture. Then we summarize existing privacy-preserving techniques in terms of advantages and challenges when being applied to DM. In addition, we review recent privacy regulations with their impacts on DM and discuss the existing solutions with privacy regulation compliance based on blockchain. Finally, we identify further research directions for achieving DM with privacy preservation.
引用
收藏
页码:8 / 15
页数:8
相关论文
共 50 条
  • [1] Trust Management and Privacy Preservation in Wireless and Sensor Networks
    Zhou, Wanlei
    2012 9TH INTERNATIONAL CONFERENCE ON UBIQUITOUS INTELLIGENCE & COMPUTING AND 9TH INTERNATIONAL CONFERENCE ON AUTONOMIC & TRUSTED COMPUTING (UIC/ATC), 2012, : LVIII - LVIII
  • [2] Research of Privacy Preservation of Data Aggregation in Wireless Sensor Networks
    Liu, Zhenyu
    Xu, Feng
    2021 2ND INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND INTELLIGENT CONTROL (ICCEIC 2021), 2021, : 16 - 19
  • [3] Privacy Care Architecture in Wireless Sensor Networks
    Kim, Kyong-Jin
    Hong, Seng-Phil
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2013,
  • [4] Energy-Efficient Cloudlet Management for Privacy Preservation in Wireless Metropolitan Area Networks
    Xu, Xiaolong
    Huang, Rui
    Dou, Ruihan
    Li, Yuancheng
    Zhang, Jie
    Huang, Tao
    Yu, Wenbin
    SECURITY AND COMMUNICATION NETWORKS, 2018,
  • [6] Computational data privacy in wireless networks
    Jian Wang
    Zhipeng Wu
    Yanheng Liu
    Weiwen Deng
    Heekuck Oh
    Peer-to-Peer Networking and Applications, 2017, 10 : 865 - 873
  • [7] Computational data privacy in wireless networks
    Wang, Jian
    Wu, Zhipeng
    Liu, Yanheng
    Deng, Weiwen
    Oh, Heekuck
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2017, 10 (04) : 865 - 873
  • [8] LOCATION DATA PRIVACY PRESERVATION IN MOBILE NETWORKS
    Matulis, Darius
    INFORMATION TECHNOLOGIES' 2011, 2011, : 93 - 96
  • [9] Revamping data access privacy preservation method against inside attacks in wireless sensor networks
    Babu, S. Sathees
    Balasubadra, K.
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 1): : 65 - 75
  • [10] Revamping data access privacy preservation method against inside attacks in wireless sensor networks
    S. Sathees Babu
    K. Balasubadra
    Cluster Computing, 2019, 22 : 65 - 75