| Title | Big data applications on the Internet of Things: A systematic literature review |
|---|---|
| ID_Doc | 42022 |
| Authors | Ahmadova, U; Mustafayev, M; Kalejahi, BK; Saeedvand, S; Rahmani, AM |
| Title | Big data applications on the Internet of Things: A systematic literature review |
| Year | 2021 |
| Published | International Journal Of Communication Systems, 34, 18 |
| Abstract | The Internet of Things (IoT) is a system of physical objects embedded with various sensors to receive information, software, chips, and other technologies that allow connecting and transferring data to other devices through the Internet without human intervention. As the number of smart devices increase, IoT has started to be applied in many more fields. Therefore, there is a lot of information that should be processed. To manage this amount of data, some researchers proposed the usage of big data techniques. Big data are a collection of structured and unstructured data incoming with a high speed and large amounts. This paper investigates big data applications in IoT to comprehend the different published approaches using the systematic literature review (SLR) technique. This paper systematically studies the latest research methods on big data in IoT approaches published between 2016 and August 2021. A methodical taxonomy is shown for big data in IoT-related fields consistent with the content of existing articles chosen with the SLR process in this research like healthcare, smart city, algorithms, industry, and general aspects in those environments. The advantages and drawbacks of each paper are presented, with specific proposals for stating their pros and cons open issues and advising possible research challenges in big data implementation in the IoT. The evaluation factors of big data applications in IoT are distributed as follows: security (18%), throughput (17%), cost (17%), energy consumption (15%), reliability (15%), response time (9%), and availability (9%). |
Similar Articles
| ID | Score | Article |
|---|---|---|
36479
|
Yu, HX; Mihai, IC; Srivastava, A Study And Research On Iot And Big Data Analysis For Smart City Development(2021)Scalable Computing-Practice And Experience, 22, 2 | |
| 40979
|
Romero, CDG; Barriga, JKD; Molano, JIR Big Data Meaning in the Architecture of IoT for Smart Cities(2016) | |
| 38269
|
Alsaig, A; Alagar, V; Chammaa, Z; Shiri, N Characterization and Efficient Management of Big Data in IoT-Driven Smart City Development(2019)Sensors, 19, 11 | |
| 44421
|
Ahmed, E; Yaqoob, I; Hashem, IAT; Khan, I; Ahmed, AIA; Imran, M; Vasilakos, AV The role of big data analytics in Internet of Things(2017) | |
| 44758
|
Marjani, M; Nasaruddin, F; Gani, A; Karim, A; Hashem, IAT; Siddiqa, A; Yaqoob, I Big IoT Data Analytics: Architecture, Opportunities, and Open Research Challenges(2017) | |
| 79017
|
Patgiri, R; Nayak, S Data of Things: The Best Things since Sliced Bread(2018) | |
| 41574
|
Mahdavinejad, MS; Rezvan, M; Barekatain, M; Adibi, P; Barnaghi, P; Sheth, AP Machine learning for internet of things data analysis: a survey(2018)Digital Communications And Networks, 4, 3 | |
| 38068
|
Babar, M; Arif, F; Irfan, M Internet of Things-Based Smart City Environments Using Big Data Analytics: A Survey(2019) | |
| 38390
|
Bawa, M; Caganova, D; Szilva, I; Spirkova, D Importance of Internet of Things and Big Data in Building Smart City and What Would Be Its Challenges(2016) | |
| 36573
|
Hashem, IAT; Chang, V; Anuar, NB; Adewole, K; Yaqoob, I; Gani, A; Ahmed, E; Chiroma, H The role of big data in smart city(2016)International Journal Of Information Management, 36, 5 |