Foundations and Evolution of Modern Computing Paradigms: Cloud, IoT, Edge, and Fog

被引:175
作者
De Donno, Michele [1 ]
Tange, Koen [1 ]
Dragoni, Nicola [1 ,2 ]
机构
[1] Tech Univ Denmark, DTU Compute, DK-2800 Lyngby, Denmark
[2] Orebro Univ, Ctr Appl Autonomous Sensor Syst AASS, S-70281 Orebro, Sweden
基金
欧盟地平线“2020”;
关键词
Cloud computing; Edge computing; Internet of Things; Market research; Computer architecture; Licenses; Libraries; Fog computing; cloud computing; edge computing; mobile cloud computing; mobile edge computing; INTERNET; THINGS; CHALLENGES; SECURITY;
D O I
10.1109/ACCESS.2019.2947652
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the last few years, Internet of Things, Cloud computing, Edge computing, and Fog computing have gained a lot of attention in both industry and academia. However, a clear and neat definition of these computing paradigms and their correlation is hard to find in the literature. This makes it difficult for researchers new to this area to get a concrete picture of these paradigms. This work tackles this deficiency, representing a helpful resource for those who will start next. First, we show the evolution of modern computing paradigms and related research interest. Then, we address each paradigm, neatly delineating its key points and its relation with the others. Thereafter, we extensively address Fog computing, remarking its outstanding role as the glue between IoT, Cloud, and Edge computing. In the end, we briefly present open challenges and future research directions for IoT, Cloud, Edge, and Fog computing.
引用
收藏
页码:150936 / 150948
页数:13
相关论文
共 50 条
[41]   Balanced Computing Offloading for Selfish IoT Devices in Fog Computing [J].
Sun Yu-Jie ;
Wang Hui ;
Zhang Cheng-Xiang .
IEEE ACCESS, 2022, 10 :30890-30898
[42]   Deployment of IoT Edge and Fog Computing Technologies to Develop Smart Building Services [J].
Ferrandez-Pastor, Francisco-Javier ;
Mora, Higinio ;
Jimeno-Morenilla, Antonio ;
Volckaert, Bruno .
SUSTAINABILITY, 2018, 10 (11)
[43]   A Review on Cloud, Fog, Roof, and Dew Computing: IoT Perspective [J].
Ahammad, Ishtiaq ;
Khan, Ashikur Rahman ;
Salehin, Zayed Us .
INTERNATIONAL JOURNAL OF CLOUD APPLICATIONS AND COMPUTING, 2021, 11 (04) :14-41
[44]   Exploring the Synergy of Fog Computing, Blockchain, and Federated Learning for IoT Applications: A Systematic Literature Review [J].
Solis, Wilson Valdez ;
Marcelo Parra-Ullauri, Juan ;
Kertesz, Attila .
IEEE ACCESS, 2024, 12 :68015-68060
[45]   IoT Application Modules Placement and Dynamic Task Processing in Edge-Cloud Computing [J].
Fang, Juan ;
Ma, Aonan .
IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (16) :12771-12781
[46]   Deployment of Fog and Edge Computing in IoT for Cyber-Physical Infrastructures in the 5G Era [J].
Ahmad, Sultan ;
Afzal, Mohammad Mazhar .
SUSTAINABLE COMMUNICATION NETWORKS AND APPLICATION, ICSCN 2019, 2020, 39 :351-359
[47]   Edge of Things: The Big Picture on the integration of Edge, IoT and the Cloud in a Distributed Computing Environment [J].
El-Sayed, Hesham ;
Sankar, Sharmi ;
Prasad, Mukesh ;
Puthal, Deepak ;
Gupta, Akshansh ;
Mohanty, Manoranjan ;
Lin, Chin-Teng .
IEEE ACCESS, 2018, 6 :1706-1717
[48]   The computing continuum: From IoT to the cloud [J].
Al-Dulaimy, Auday ;
Jansen, Matthijs ;
Johansson, Bjarne ;
Trivedi, Animesh ;
Iosup, Alexandru ;
Ashjaei, Mohammad ;
Galletta, Antonino ;
Kimovski, Dragi ;
Prodan, Radu ;
Tserpes, Konstantinos ;
Kousiouris, George ;
Giannakos, Chris ;
Brandic, Ivona ;
Ali, Nawfal ;
Bondi, Andre B. ;
Papadopoulos, Alessandro V. .
INTERNET OF THINGS, 2024, 27
[49]   Secure integration of IoT and Cloud Computing [J].
Stergiou, Christos ;
Psannis, Kostas E. ;
Kim, Byung-Gyu ;
Gupta, Brij .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018, 78 :964-975
[50]   Enabling technologies for fog computing in healthcare IoT systems [J].
Mutlag, Ammar Awad ;
Abd Ghani, Mohd Khanapi ;
Arunkumar, N. ;
Mohammed, Mazin Abed ;
Mohd, Othman .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 90 :62-78