The Architecture and Design of a Community-based Cloud Platform for Curating Big Data

被引:5
|
作者
Sowe, Sulayman K. [1 ]
Zettsu, Koji [1 ]
机构
[1] NICT, Universal Commun Res Inst, Informat Serv Platform Lab, Kyoto 6190289, Japan
关键词
Cloud computing; Big data; Data curation; Scientific communities; Collaborative environments;
D O I
10.1109/CyberC.2013.35
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The digital universe is exponentially producing unprecedented volume of data that has brought benefits, as well as fundamental challenges for the research community. This trend is inherently exciting for the development and deployment of cloud platforms to support research communities curate data. The excitements stems from the fact that researchers can now have more access and discover more value in data, establish relationships between bits and pieces of information from many types of data, and collaborate with a diverse community of researchers from various domains. Technically, however, platform providers must design their infrastructure in such a way that users can easily search, find, share, and seamlessly collaborate. In this paper, we present the architecture and design of a cloud platform and describe how a community of disaster response scientists could use the platform to curate data. Motivation for developing the platform, lessons learnt in overcoming some challenges associated with collaborative and cooperative cloud environments, and future research directions are also presented. The contribution of this research is in the field of cloud infrastructure for supporting data curation activities, and the sustenance of research communities for the utilization of information assets and cyber technologies.
引用
收藏
页码:171 / 178
页数:8
相关论文
共 50 条
  • [1] Theoretical architecture design of a community risk prevention big data platform
    Jia, Nan
    Guo, Danhuai
    Chen, Yongqiang
    Liu, Yi
    [J]. Qinghua Daxue Xuebao/Journal of Tsinghua University, 2019, 59 (02): : 122 - 128
  • [2] Architecture Design of Distributed Medical Big Data Platform Based on Spark
    Tu, Yongqiu
    Lu, Yiqiang
    Chen, Guohua
    Zhao, Jie
    Yi, Faling
    [J]. PROCEEDINGS OF 2019 IEEE 8TH JOINT INTERNATIONAL INFORMATION TECHNOLOGY AND ARTIFICIAL INTELLIGENCE CONFERENCE (ITAIC 2019), 2019, : 682 - 685
  • [3] Design of big data integration platform based on hybrid hierarchy architecture
    Nie, Wenyi
    Zhang, Quanjiang
    Ouyang, Zhiqiang
    Liu, Xingang
    [J]. 2021 IEEE 15TH INTERNATIONAL CONFERENCE ON BIG DATA SCIENCE AND ENGINEERING (BIGDATASE 2021), 2021, : 135 - 140
  • [4] Design of Lightweight Data Exchange Platform Architecture based on Cloud Computing
    Liu, Kun
    Ma, Kun
    Chen, Zhenxiang
    [J]. 2013 3RD INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, COMMUNICATIONS AND NETWORKS (CECNET), 2013, : 265 - 269
  • [5] Big Data Storage Architecture Design in Cloud Computing
    Chen, Xuebin
    Wang, Shi
    Dong, Yanyan
    Wang, Xu
    [J]. BIG DATA TECHNOLOGY AND APPLICATIONS, 2016, 590 : 7 - 14
  • [6] Design of cloud Platform for intelligent management of wind farm based on Big Data
    Ye Jianwei
    Gao Ying
    Su Xiaoguo
    Guo Chence
    [J]. 2018 INTERNATIONAL CONFERENCE ON ROBOTS & INTELLIGENT SYSTEM (ICRIS 2018), 2018, : 417 - 420
  • [7] Design of Traffic Management and Service Cloud Platform Based on Big Data Technology
    Li, Yong
    Gao, Lang
    [J]. 2015 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND TECHNOLOGY (ICCST 2015), 2015, : 13 - 17
  • [8] Research and Design of the Architecture of the Marine Logistics Information Platform Based on Big Data
    Zhang, Nuo
    Zheng, Kun
    [J]. JOURNAL OF COASTAL RESEARCH, 2020, : 628 - 632
  • [9] Design of Test Data Management System Architecture Based on Cloud Computing Platform
    Duan, Junbin
    Fu, Pengcheng
    Gong, An
    Zhao, Zhengfan
    [J]. PROCEEDINGS OF THE 2015 AASRI INTERNATIONAL CONFERENCE ON CIRCUITS AND SYSTEMS (CAS 2015), 2015, 9 : 362 - 364
  • [10] Cloud based big data platform for image analytics
    Vuppala, Sunil Kumar
    Dinesh, M. S.
    Viswanathan, Sreramkumar
    Ramachandran, Ganesan
    Bussa, Nagaraju
    Geetha, M.
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON CLOUD COMPUTING IN EMERGING MARKETS (CCEM 2017), 2017, : 11 - 18