1
|
El Akhdar A, Baidada C, Kartit A, Hanine M, García CO, Lara RG, Ashraf I. Exploring the Potential of Microservices in Internet of Things: A Systematic Review of Security and Prospects. SENSORS (BASEL, SWITZERLAND) 2024; 24:6771. [PMID: 39460251 PMCID: PMC11511349 DOI: 10.3390/s24206771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 10/09/2024] [Accepted: 10/16/2024] [Indexed: 10/28/2024]
Abstract
With the rapid growth of Internet of Things (IoT) systems, ensuring robust security measures has become paramount. Microservices Architecture (MSA) has emerged as a promising approach for enhancing IoT systems security, yet its adoption in this context lacks comprehensive analysis. This systematic review addresses this research gap by examining the incorporation of MSA in IoT systems from 2010 to 2024. From an initial pool of 4388 studies, selected articles underwent thorough quality assessment with weighted critical appraisal questions and a defined inclusion threshold. This study represents the first comprehensive systematic review to investigate the potential of microservices in IoT, with a particular focus on security aspects. The review explores the merits of MSA, highlighting twelve benefits, eight key challenges, and eight security risks. Additionally, the eight best practices for implementing MSA in IoT systems are extracted. The findings underscore MSA's utility in fortifying IoT security while also acknowledging complexities and potential vulnerabilities. Moreover, the study calls attention to the importance of incorporating complementary technologies including blockchain and machine learning to address identified gaps effectively. Finally, we propose a taxonomic classification for Microservice-based IoT security patterns, facilitating the categorization and organization of security measures in this context. Such a review can help researchers and practitioners identify existing gaps, highlight potential research directions, and provide guidelines for designing secure and efficient microservice-based IoT systems.
Collapse
Affiliation(s)
- Abir El Akhdar
- LTI Laboratory, ENSA, Chouaib Doukkali University, El Jadida 24000, Morocco; (A.E.A.); (C.B.); (A.K.); (M.H.)
| | - Chafik Baidada
- LTI Laboratory, ENSA, Chouaib Doukkali University, El Jadida 24000, Morocco; (A.E.A.); (C.B.); (A.K.); (M.H.)
| | - Ali Kartit
- LTI Laboratory, ENSA, Chouaib Doukkali University, El Jadida 24000, Morocco; (A.E.A.); (C.B.); (A.K.); (M.H.)
| | - Mohamed Hanine
- LTI Laboratory, ENSA, Chouaib Doukkali University, El Jadida 24000, Morocco; (A.E.A.); (C.B.); (A.K.); (M.H.)
| | - Carlos Osorio García
- Universidad Europea del Atlántico, Isabel Torres 21, 39011 Santander, Spain; (C.O.G.); (R.G.L.)
- Universidad Internacional Iberoamericana, Campeche 24560, Mexico
- Universidade Internacional do Cuanza, Cuito EN 250, Angola
| | - Roberto Garcia Lara
- Universidad Europea del Atlántico, Isabel Torres 21, 39011 Santander, Spain; (C.O.G.); (R.G.L.)
- Universidad Internacional Iberoamericana, Campeche 24560, Mexico
- Universidad de La Romana, La Romana 22000, Dominican Republic
| | - Imran Ashraf
- Department of Information and Communication Engineering, Yeungnam University, Gyeongsan 38541, Republic of Korea
| |
Collapse
|
2
|
Human C, Basson A, Kruger K. A design framework for a system of digital twins and services. COMPUT IND 2023. [DOI: 10.1016/j.compind.2022.103796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
3
|
Shen Y, Shen S, Wu Z, Zhou H, Yu S. Signaling game-based availability assessment for edge computing-assisted IoT systems with malware dissemination. JOURNAL OF INFORMATION SECURITY AND APPLICATIONS 2022. [DOI: 10.1016/j.jisa.2022.103140] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
|
4
|
Swain DL, Charters SM. Back to Nature With Fenceless Farms—Technology Opportunities to Reconnect People and Food. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2021. [DOI: 10.3389/fsufs.2021.662936] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The development and application of the fence was one of the earliest forms of agricultural technology in action. Managing the supply of animal protein required hunter gatherer communities to be able to domesticate and contain wild animals. Over the ages the fence has become ingrained in the very fabric of society and created a culture of control and ownership. Garett Hardin's article titled “The Tragedy of the Commons” suggested that shared land, typified by access to a fenceless common resource, was doomed to failure due to a human instinct for mistrust and exploitation. Perhaps the fence has created an ingrained societal cultural response. While natural ecosystems do have physical boundaries, these are based on natural environmental zones. Landscapes are more porous and resilience is built up through animal's being able to respond to dynamic changes. This paper explores the opportunity for remote monitoring technologies to create open fenceless landscapes and how this might be integrated into the growing need for humans to access animal protein.
Collapse
|