Hybrid Clouds for Data-Intensive, 5G-Enabled IoT Applications: An Overview, Key Issues and Relevant Architecture

被引:35
|
作者
Trakadas, Panagiotis [1 ]
Nomikos, Nikolaos [2 ]
Michailidis, Emmanouel T. [3 ]
Zahariadis, Theodore [1 ]
Facca, Federico M. [4 ]
Breitgand, David [5 ]
Rizou, Stamatia [6 ]
Masip, Xavi [7 ]
Gkonis, Panagiotis [1 ]
机构
[1] Univ Athens, Gen Dept, Psahna 34400, Greece
[2] Univ Aegean, Dept Informat & Commun Syst Engn, Samos 83200, Greece
[3] Univ West Attica, Dept Elect & Elect Engn, Aigaleo 12244, Greece
[4] Martel GMBH, Martel Lab, CH-6900 Lugano, Switzerland
[5] IBM Israel Sci & Technol Ltd, IL-3498825 Haifa, Israel
[6] Singular Log SA, Kifisia 14564, Greece
[7] Univ Politecn Cataluna, CRAAX, Vilanova I La Geltru 08800, Spain
关键词
hybrid clouds; PaaS; data pipelines; IoT applications; cloud native solutions; cloud-to-fog infrastructure;
D O I
10.3390/s19163591
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Hybrid cloud multi-access edge computing (MEC) deployments have been proposed as efficient means to support Internet of Things (IoT) applications, relying on a plethora of nodes and data. In this paper, an overview on the area of hybrid clouds considering relevant research areas is given, providing technologies and mechanisms for the formation of such MEC deployments, as well as emphasizing several key issues that should be tackled by novel approaches, especially under the 5G paradigm. Furthermore, a decentralized hybrid cloud MEC architecture, resulting in a Platform-as-a-Service (PaaS) is proposed and its main building blocks and layers are thoroughly described. Aiming to offer a broad perspective on the business potential of such a platform, the stakeholder ecosystem is also analyzed. Finally, two use cases in the context of smart cities and mobile health are presented, aimed at showing how the proposed PaaS enables the development of respective IoT applications.
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收藏
页数:19
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