State-of-the-art, challenges, and open issues in the integration of Internet of things and cloud computing

被引:399
|
作者
Diaz, Manuel [1 ]
Martin, Cristian [1 ]
Rubio, Bartolome [1 ]
机构
[1] Univ Malaga, Dept Languages & Comp Sci, Boulevar Louis Pasteur 35, E-29071 Malaga, Spain
关键词
Internet of things; Cloud computing; Infrastructure as a service; Cloud platforms; Iot middleware; Big data; WIRELESS SENSOR NETWORKS; IOT; COAP; SECURITY; PLATFORM; WEB;
D O I
10.1016/j.jnca.2016.01.010
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The Internet of Things (IoT) is a paradigm based on the Internet that comprises many interconnected technologies like RFID (Radio Frequency IDentification) and WSAN (Wireless Sensor and Actor Networks) in order to exchange information. The current needs for better control, monitoring and management in many areas, and the ongoing research in this field, have originated the appearance and creation of multiple systems like smart-home, smart-city and smart-grid. However, the limitations of associated devices in the IoT in terms of storage, network and computing, and the requirements of complex analysis, scalability, and data access, require a technology like Cloud Computing to supplement this field. Moreover, the IoT can generate large amounts of varied data and quickly when there are millions of things feeding data to Cloud Computing. The latter is a clear example of Big Data, that Cloud Computing needs to take into account. This paper presents a survey of integration components: Cloud platforms, Cloud infrastructures and IoT Middleware. In addition, some integration proposals and data analytics techniques are surveyed as well as different challenges and open research issues are pointed out. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:99 / 117
页数:19
相关论文
共 50 条
  • [1] Integration of Cloud Computing with Internet of Things: Challenges and Open Issues
    Atlam, Hany F.
    Alenezi, Ahmed
    Alharthi, Abdulrahman
    Walters, Robert J.
    Wills, Gary B.
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON INTERNET OF THINGS (ITHINGS) AND IEEE GREEN COMPUTING AND COMMUNICATIONS (GREENCOM) AND IEEE CYBER, PHYSICAL AND SOCIAL COMPUTING (CPSCOM) AND IEEE SMART DATA (SMARTDATA), 2017, : 670 - 675
  • [2] Internet of Things for Modern Energy Systems: State-of-the-Art, Challenges, and Open Issues
    Shakerighadi, Bahram
    Anvari-Moghaddam, Amjad
    Vasquez, Juan C.
    Guerrero, Josep M.
    [J]. ENERGIES, 2018, 11 (05)
  • [3] Merging of Internet of Things and Cloud Computing (SmartCIOT): Open Issues and Challenges
    Sharma, Isha
    Kaur, Prabhsharan
    Kumar, Pankaj
    Sheenam
    [J]. NEXT GENERATION OF INTERNET OF THINGS, 2023, 445 : 241 - 251
  • [4] Task Allocation For Mobile Cloud Computing: State-of-the-art and Open Challenges
    Hridita, Bidoura Ahmad
    Irfan, Mohammad
    Islam, Md. Shariful
    [J]. 2016 5TH INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS AND VISION (ICIEV), 2016, : 752 - 757
  • [5] Fog Computing Enabling Industrial Internet of Things: State-of-the-Art and Research Challenges
    Basir, Rabeea
    Qaisar, Saad
    Ali, Mudassar
    Aldwairi, Monther
    Ashraf, Muhammad Ikram
    Mahmood, Aamir
    Gidlund, Mikael
    [J]. SENSORS, 2019, 19 (21)
  • [6] Cloud computing: state-of-the-art and research challenges
    Zhang, Qi
    Cheng, Lu
    Boutaba, Raouf
    [J]. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, 2010, 1 : 7 - 18
  • [7] Internet of Things: State-of-the-art, Computing Paradigms and Reference Architectures
    Mazon-Olivo, B.
    Pan, A.
    [J]. IEEE LATIN AMERICA TRANSACTIONS, 2022, 20 (01) : 49 - 63
  • [8] On the Integration of Cloud Computing and Internet of Things
    Botta, Alessio
    de Donato, Walter
    Persico, Valerio
    Pescape, Antonio
    [J]. 2014 INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD), 2014, : 23 - 30
  • [9] Fog computing for next-generation Internet of Things: Fundamental, state-of-the-art and research challenges
    Hazra, Abhishek
    Rana, Pradeep
    Adhikari, Mainak
    Amgoth, Tarachand
    [J]. COMPUTER SCIENCE REVIEW, 2023, 48
  • [10] Integration of Internet of Things with Quantum Dots: A State-of-the-art of Medicine
    Desai, Drashti
    Shende, Pravin
    [J]. CURRENT PHARMACEUTICAL DESIGN, 2021, 27 (17) : 2068 - 2075