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Self-adaptive Architectures in IoT Systems: A Systematic Literature Review [article]

Iván Alfonso, Kelly Garcés, Harold Castro, Jordi Cabot
2021 arXiv   pre-print
A number of self-adaptation strategies for IoT architectures to better deal with these changes have been proposed in the literature. Nevertheless, they focus on isolated types of changes.  ...  To do so, we have conducted a systematic literature review of existing scientific proposals and defined a research agenda for the near future based on the findings and weaknesses identified in the literature  ...  Authors' contributions IA contributed to the literature search process, application of inclusion and exclusion criteria, study quality assessment, data collection and analysis.  ... 
arXiv:2109.03312v1 fatcat:5tma63h7kfgzbotplu7jffauq4

Self-adaptive architectures in IoT systems: a systematic literature review

Iván Alfonso, Kelly Garcés, Harold Castro, Jordi Cabot
2021 Journal of Internet Services and Applications  
A number of self-adaptation strategies for IoT architectures to better deal with these changes have been proposed in the literature. Nevertheless, they focus on isolated types of changes.  ...  To do so, we have conducted a systematic literature review of existing scientific proposals and defined a research agenda for the near future based on the findings and weaknesses identified in the literature  ...  Self-adaptation for cyber-physical systems: a systematic literature review.  ... 
doi:10.1186/s13174-021-00145-8 fatcat:3tbv4ygns5bwhlnnd4vhaxqo4m

System Security Assurance: A Systematic Literature Review [article]

Ankur Shukla, Basel Katt, Livinus Obiora Nweke, Prosper Kandabongee Yeng, Goitom Kahsay Weldehawaryat
2021 arXiv   pre-print
We systematically review the requirements, processes, and activities involved in systemsecurity assurance including security requirements, security metrics, system and environments and assurance methods  ...  In this paper, extensive efforts havebeen made to study the state-of-the-art, limitations and future research directions for security assurance of the ICT and cyber-physicalsystems (CPS) in a wide range  ...  Therefore, a detailed and systematic literature review on "System Security Assurance" has been conducted in this paper.  ... 
arXiv:2110.01904v1 fatcat:nklqmfrzjnfh3oo3dqfgziqfmq

Towards a Characterisation of Smart Systems: A Systematic Literature Review

Marcelo Romero, Wided Guédria, Hervé Panetto, Béatrix Barafort
2020 Computers in industry (Print)  
Towards a characterisation of smart systems: A systematic literature review. Computers in Industry, Elsevier, 2020, 120, pp.  ...  For this purpose, a Systematic Literature Review is performed aiming at gathering papers including definitions of Smart Systems, regardless of the application domain.  ...  [60] also presented a systematic literature review addressing Smart Home applications related to IoT.  ... 
doi:10.1016/j.compind.2020.103224 fatcat:vfjxbxhfyvgpticzjhj6pfqx5e

Trust-based recommendation systems in Internet of Things: a systematic literature review

Venus Mohammadi, Amir Masoud Rahmani, Aso Mohammed Darwesh, Amir Sahafi
2019 Human-Centric Computing and Information Sciences  
In this paper, we present a systematic literature review (SLR) of trust based IoT recommendation techniques so far.  ...  This creates the possibility for physical objects present in a self-organized manner without a central administration and leads to meaningful human-machine interaction in IoT scenario [3] .  ...  Wang and Zhang [105] , conducted a literature review on trust management in IoT with regard to pre-defined trust criteria such as: trustworthiness, adaptability, usability, privacy, accuracy, efficiency  ... 
doi:10.1186/s13673-019-0183-8 fatcat:ckozm3ixungbvpc37agoxc5arm

Applying Machine Learning in Self-Adaptive Systems: A Systematic Literature Review [article]

Omid Gheibi, Danny Weyns, Federico Quin
2021 arXiv   pre-print
From the insights derived from this systematic literature review we outline an initial design process for applying machine learning in self-adaptive systems that are based on MAPE feedback loops.  ...  Recently, we witness a rapid increase in the use of machine learning in self-adaptive systems.  ...  [14] Literature review IoT Systems in general Saputri and Lee [78] SLR Self-adaptive systems Systems in general SUMMARY PROTOCOL This study used the methodology of a systematic literature review  ... 
arXiv:2103.04112v2 fatcat:7dppor7lsjfyxly2ouo4lt5aye

Software architectures for health care cyber-physical systems: A systematic literature review

Andrea M. Plaza, Jessica Díaz, Jennifer Pérez
2018 Journal of Software: Evolution and Process  
We conducted a systematic literature review (SLR) and 16 compared the selected studies based on a characterization schema.  ...  As architectures play a key role in software construction, research on software archi-50 tectures for healthcare CPS is critical. 51 This paper reports a systematic literature review (SLR) on software  ...  928 research in some areas, the place of publication, biased indexing studies in literature databases, inadequate or incomplete searches, 929 presents the results of a systematic literature review on  ... 
doi:10.1002/smr.1930 fatcat:3wfc62efibhufocxyq6yubdhuu

Service Robots: A Systematic Literature Review

In Lee
2021 Electronics  
In light of the great interest and potential of service robots, this study conducts a systematic review of the past and current research in service robots.  ...  A service robot performs various professional services and domestic/personal services useful for organizations and humans in many application domains.  ...  In light of the current gap in the literature review, this paper focuses on a systematic literature review of various professional and domestic/personal service robots.  ... 
doi:10.3390/electronics10212658 fatcat:43vzqhm3pjcjrci77r73sys7wq

Dependable Fog Computing: A Systematic Literature Review

Zeinab Bakhshi, Guillermo Rodriguez-Navas, Hans Hansson
2019 2019 45th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)  
This paper focuses on the latter, and surveys the state of the art concerning dependability and fog computing, by means of a systematic literature review.  ...  Redundancy-based techniques, both static and dynamic, dominate the architectures of such systems.  ...  Our systematic literature review does not extend to such scenarios. 3) No snowballing: in many Systematic literature reviews, there is a step in which the same process for paper selection can be executed  ... 
doi:10.1109/seaa.2019.00066 dblp:conf/euromicro/BakhshiRH19 fatcat:t4df6hps3ncdxpxhqniauhk46m

A Systematic Literature Review on Software Maintenance for Cyber-physical Systems

Nadhira Khezami, Marouane Kessentini, Thiago Do N. Ferreira
2021 IEEE Access  
In this paper, we performed a systematic literature review of the existing studies related to software maintenance of CPS starting from January 2006 until December 2020.  ...  Cyber-physical systems (CPS) are widely used in almost every sector of our modern life.  ...  [5] conducted a systematic literature review on CPS dealing with this particular aspect of maintenance.  ... 
doi:10.1109/access.2021.3126681 fatcat:dyxvl27svjfc7ibfesub5rch7e

Dependable Fog Computing: A Systematic Literature Review

Zeinab Bakhshi Valojerdi, Hans Hansson, Guillermo Rodriguez-Navas
2019 Zenodo  
Publication in Conference proceedings/Workshop  ...  Our systematic literature review does not extend to such scenarios. 3) No snowballing: in many Systematic literature reviews, there is a step in which the same process for paper selection can be executed  ...  RESEARCH METHOD To conduct our systematic literature review we applied the method proposed in [5] , [8] and [9] .  ... 
doi:10.5281/zenodo.5851119 fatcat:xwmg75jox5eqdfue74vtnpcjue

A systematic literature review of service choreography adaptation

Leonardo A. F. Leite, Gustavo Ansaldi Oliva, Guilherme M. Nogueira, Marco Aurélio Gerosa, Fabio Kon, Dejan S. Milojicic
2012 Service Oriented Computing and Applications  
In contrast to the usual process of literature review, a systematic review reduces bias and follows a precise and rigorous sequence of methodological steps relying on a well-defined protocol.  ...  Research method Systematic Literature Review is a research method to gather and evaluate the available evidence concerning a specific topic [51] .  ... 
doi:10.1007/s11761-012-0125-z fatcat:r42gev2cjvg4vljovqtiotisaq

Anomaly-Based Intrusion Detection Systems in IoT Using Deep Learning: A Systematic Literature Review

Muaadh A. Alsoufi, Shukor Razak, Maheyzah Md Siraj, Ibtehal Nafea, Fuad A. Ghaleb, Faisal Saeed, Maged Nasser
2021 Applied Sciences  
In this paper, a systematic literature review (SLR) is presented to analyze the existing published literature regarding anomaly-based intrusion detection, using deep learning techniques in securing IoT  ...  This review has explored seven deep learning techniques practiced in IoT security, and the results showed their effectiveness in dealing with security challenges in the IoT ecosystem.  ...  Institutional Review Board Statement: Not applicable. Informed Consent Statement: Not applicable. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/app11188383 fatcat:qwti7rwd2nfvvaa4c2jjh6gaom

The Application of Machine Learning in Self-Adaptive Systems: A Systematic Literature Review

Theresia Ratih Dewi Saputri, Seok-Won Lee
2020 IEEE Access  
This work provided a detailed systematic literature review ML approaches proposed by 78 papers in the literature.  ...  As a result, this literature review may not cover the entire literature. Therefore, this survey is only valid based on the 78 primary studies used in this systematic literature review.  ... 
doi:10.1109/access.2020.3036037 fatcat:vs6z3jb7gjacdi33u4gu7oi4gi

A Systematic Literature Review of IoT Security in Smart Farming

Arora Kritika
2021 International Journal for Research in Applied Science and Engineering Technology  
Finally, fog computing technology is discussed as a recommended solution to support IoT security in Smart farming are reviewed in this paper.  ...  This review paper will briefly investigate the security challenges faced by IoT devices at first and later review on its current progress and application in the field of smart farming.  ...  However, the literature review indicates that Fog computing is not just another implementation of Edge computing; rather, it is the pinnacle of the Edge computing concepts.  ... 
doi:10.22214/ijraset.2021.33689 fatcat:fb7nz27fibhy7lfmflbooqejyq
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