A Comprehensive and Systematic Literature Review on the Big Data Management Techniques in the Internet of Things

dc.authorid Naghib, Arezou/0000-0001-8596-8181
dc.authorid Jafari Navimipour, Nima/0000-0002-5514-5536
dc.authorwosid Naghib, Arezou/ACE-9310-2022
dc.authorwosid Hosseinzadeh, Mehdi/GWV-3822-2022
dc.authorwosid Nasarian, Elham/ISB-6863-2023
dc.authorwosid Jafari Navimipour, Nima/AAF-5662-2021
dc.contributor.author NaghibnAff, Arezou
dc.contributor.author Jafari Navimipour, Nima
dc.contributor.author Navimipour, Nima Jafari
dc.contributor.author Hosseinzadeh, Mehdi
dc.contributor.author Sharifi, Arash
dc.contributor.other Computer Engineering
dc.date.accessioned 2023-10-19T15:12:40Z
dc.date.available 2023-10-19T15:12:40Z
dc.date.issued 2023
dc.department-temp [NaghibnAff, Arezou; Sharifi, Arash] Islamic Azad Univ, Dept Comp Engn, Sci & Res Branch, Tehran, Iran; [Navimipour, Nima Jafari] Kadir Has Univ, Fac Engn & Nat Sci, Dept Comp Engn, Istanbul, Turkey; [Navimipour, Nima Jafari] Islamic Azad Univ, Dept Comp Engn, Tabriz Branch, Tabriz, Iran; [Hosseinzadeh, Mehdi] Duy Tan Univ, Inst Res & Dev, Da Nang, Vietnam; [Hosseinzadeh, Mehdi] Duy Tan Univ, Sch Med & Pharm, Da Nang, Vietnam; [Hosseinzadeh, Mehdi] Univ Human Dev, Comp Sci, Sulaymaniyah 07786, Iraq en_US
dc.description.abstract The Internet of Things (IoT) is a communication paradigm and a collection of heterogeneous interconnected devices. It produces large-scale distributed, and diverse data called big data. Big Data Management (BDM) in IoT is used for knowledge discovery and intelligent decision-making and is one of the most significant research challenges today. There are several mechanisms and technologies for BDM in IoT. This paper aims to study the important mechanisms in this area systematically. This paper studies articles published between 2016 and August 2022. Initially, 751 articles were identified, but a paper selection process reduced the number of articles to 110 significant studies. Four categories to study BDM mechanisms in IoT include BDM processes, BDM architectures/frameworks, quality attributes, and big data analytics types. Also, this paper represents a detailed comparison of the mechanisms in each category. Finally, the development challenges and open issues of BDM in IoT are discussed. As a result, predictive analysis and classification methods are used in many articles. On the other hand, some quality attributes such as confidentiality, accessibility, and sustainability are less considered. Also, none of the articles use key-value databases for data storage. This study can help researchers develop more effective BDM in IoT methods in a complex environment. en_US
dc.identifier.citationcount 10
dc.identifier.doi 10.1007/s11276-022-03177-5 en_US
dc.identifier.endpage 1144 en_US
dc.identifier.issn 1022-0038
dc.identifier.issn 1572-8196
dc.identifier.issue 3 en_US
dc.identifier.scopus 2-s2.0-85141969853 en_US
dc.identifier.scopusquality Q2
dc.identifier.startpage 1085 en_US
dc.identifier.uri https://doi.org/10.1007/s11276-022-03177-5
dc.identifier.uri https://hdl.handle.net/20.500.12469/5506
dc.identifier.volume 29 en_US
dc.identifier.wos WOS:000883258500001 en_US
dc.khas 20231019-WoS en_US
dc.language.iso en en_US
dc.publisher Springer en_US
dc.relation.ispartof Wireless Networks en_US
dc.relation.publicationcategory Diğer en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.scopus.citedbyCount 42
dc.subject Data Analytics Architecture
dc.subject Social Internet
dc.subject Smart Cities
dc.subject Iot Data
dc.subject Data Analytics Architecture En_Us
dc.subject Resource-Allocation
dc.subject Social Internet En_Us
dc.subject Smart Cities En_Us
dc.subject Framework
dc.subject Iot Data En_Us
dc.subject Cloud
dc.subject Resource-Allocation En_Us
dc.subject Framework En_Us
dc.subject Optimization
dc.subject Cloud En_Us
dc.subject Performance
dc.subject Optimization En_Us
dc.subject Big data management en_US
dc.subject Performance En_Us
dc.subject Internet of things en_US
dc.subject Algorithm
dc.subject Knowledge discovery en_US
dc.subject Algorithm En_Us
dc.subject Systematic literature review (SLR) en_US
dc.title A Comprehensive and Systematic Literature Review on the Big Data Management Techniques in the Internet of Things en_US
dc.type Review en_US
dc.wos.citedbyCount 33
dspace.entity.type Publication
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