Big Data Processing for Pervasive Environment in Cloud Computing

被引:6
|
作者
Amato, Alba [1 ]
Di Martino, Beniamino [1 ]
Venticinque, Salvatore [1 ]
机构
[1] Univ Naples 2, Dept Ind & Informat Engn, Aversa, Italy
关键词
Big Data; Pervasive Environment; Cloud Computing;
D O I
10.1109/INCoS.2014.23
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Internet of Things (IoT) has given rise to new types of data, emerging for instance from the collection of sensor data and the control of actuators. The explosion of devices that have automated and perhaps improved the lives of all of us has generated a huge mass of information that will continue to grow exponentially. For this reason the need to store, manage, and treat the ever increasing amounts of data that comes via the Internet of Things has become urgent. In this context, Big Data becomes immensely important, making possible to turn into this amount of data in information, knowledge, and, ultimately, wisdom. This paper aims at analyze Big Data challenges and requirements coming from different Smart City applications providing an original solution that uses Big Data technologies for redesigning an IoT context aware application for the exploitation of pervasive environment addressing problems and discussing the important aspects of the selected solution.
引用
收藏
页码:598 / 603
页数:6
相关论文
共 50 条
  • [1] Cloud Computing for Big Data Processing
    Li, Xiaofang
    Zhuang, Yanbin
    Yang, Simon X.
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2017, 23 (04): : 545 - 546
  • [2] Big Data Processing in Cloud Computing Environments
    Ji, Changqing
    Li, Yu
    Qiu, Wenming
    Awada, Uchechukwu
    Li, Keqiu
    [J]. PROCEEDINGS OF THE 2012 12TH INTERNATIONAL SYMPOSIUM ON PERVASIVE SYSTEMS, ALGORITHMS, AND NETWORKS (I-SPAN 2012), 2012, : 17 - 23
  • [3] "Big" Data Management in Cloud Computing Environment
    Agarwal, Mohit
    Srivastava, Gur Mauj Saran
    [J]. HARMONY SEARCH AND NATURE INSPIRED OPTIMIZATION ALGORITHMS, 2019, 741 : 707 - 716
  • [4] Big Data Processing in Cloud Computing Environments
    Noraziah, A.
    Fakherldin, Mohammed Adam Ibrahim
    Adam, Khalid
    Majid, Mazlina Abdul
    [J]. ADVANCED SCIENCE LETTERS, 2017, 23 (11) : 11092 - 11095
  • [5] QoS-aware Resource Provisioning for Big Data Processing in Cloud Computing Environment
    Hassan, Mohammad Mehedi
    Song, Biao
    Hossain, M. Shamim
    Alamri, Atif
    [J]. 2014 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), VOL 2, 2014, : 107 - 112
  • [6] Method for network data collection and processing in the pervasive computing environment
    School of Computer Science and Technology, Jilin University, Changchun 130012, China
    [J]. Ruan Jian Xue Bao, 2006, SUPPL. (219-224):
  • [7] Cloud Computing Model for Big Geological Data Processing
    Song, Miaomiao
    Li, Zhe
    Zhou, Bin
    Li, Chaoling
    [J]. SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS II, PTS 1 AND 2, 2014, 475-476 : 306 - +
  • [8] A method for network data collection and processing in the pervasive computing environment
    Bao, Tie
    Liu, Shufen
    [J]. 2006 1ST INTERNATIONAL SYMPOSIUM ON PERVASIVE COMPUTING AND APPLICATIONS, PROCEEDINGS, 2006, : 599 - +
  • [9] Cloud Computing in Remote Sensing : High Performance Remote Sensing Data Processing in a Big data Environment
    Sabri, Y.
    Aouad, S.
    [J]. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2021, 16 (06)
  • [10] Big Data in Mobile and Pervasive Computing
    Sharma, Anuradha
    Farooq, Omar
    Misra, Praveen Kumar
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT SUSTAINABLE SYSTEMS (ICISS 2017), 2017, : 1068 - 1072