A REAL-TIME DATA STREAM PROCESSING MODEL FOR A SMART TRAFFIC APPLICATION, LEVERAGING INTELLIGENT INTERNET OF THINGS (IOT) CONCEPTS

Authors

  • M. I. Yakubu
  • E. Okorafor
  • K. O. Momoh

Keywords:

Smart traffic, IoT, Real-time, Data stream

Abstract

Smart City of Smart systems is becoming ubiquitous. Improvements in miniaturization and networking capabilities of sensors have contributed to the proliferation of the Internet of Things (IoT) and continuous sensing environments. Data streams generated in such settings must keep pace with generation rates and be processed in real-time to gain insight quickly and make decisions that are in most cases critical and time-sensitive. The challenge lies in not only being able to process vast amounts of data in a given time but also being able to make data-driven decisions quickly or in many cases proactively. Handling the amounts of data generated could be very difficult especially when making data-driven decisions. The difficulty is being diminished using some big data methods to perform real-time stream processing.  Among the different dimensions that improve the quality of life of people in a smart city environment, one of the important ones is transportation. In this work, a real-time data stream processing model for a smart traffic application was proposed and data streaming trends were used to monitor traffic which enables people to know if the roads in an IoT environment are congested

References

Abalaka, M.E., Onaolapo, J.A., Inabo, H.I. and Olonitola, O.S. (2011). Comparative evaluation of the bioefficacy of crude extracts and chromatographically separated fractions Momordica charantial. Advance Agricultural Biotechnology, 1(1):53-59

Abaoba, O.O., Smith, S.I. and Olide, F.O. (2006). Antimicrobial effect of edible plant extract on Escherichia coli 0157:H7. Pakistan Journal of Nutrition, 5(4): 325-329.

Ahmed, R.N., Abdulrahaman, A.A., Sani, A. (2012). Invitro evaluation of antifungal potentials of methanolic extracts of three organs of Vitellaria paradoxa. Journal of Science and Technology, Mathmatics and education, 8(2):8-16

Aliyu B.S. (2006). Some Ethnomedicinal Plants of the Savanna Regions of West African: Description and Phytochemicals. Triumph Publishing Company Limited, Gidan Sa’adu Zungur, Kano, Nigeria, 2:3-5.

Araona, C.F. and Ike, A.C. (2017). Antibacterial activities of crude extracts of Cybnopogan citratus and Ocimum gratissimum leaves on selected enteric bacteria isolates. Nigerian Journal of Microbiology, 31(1): 3851-3858

Azeez, M.A., Yekeen, T.A., Animasaun, D.A., Durodola, F.A. and Bello, O.B. (2015). A review on Terminalia avicennioides as a potential candidate for pharmaceutical industry. Research Journal of pharmaceutical, biological, and chemical sciences, 6(2): 748

Bhattacharjee, I., Chatterjee, S.K., Chatterjee, S. and Chandra, G. (2010). Antibacterial potentiality of Argemonemexicana solvent extracts against some pathogenic bacteria. Mem. Inst. Oswaldo Cruz., Rio de Janeiro, 101(6): 645-648.

Bulus, T., Atawodi, S.E. and Mamman, M. (2008). In vitro antitrypanosoma activity and phytochemical screening of aqueous and methanolic extracts of Terminalia avicennioides. Nigerian Journal of Biochemistry and Molecular Biology, 23(1): 8-14

Chatterjee, S. K., Bhattacharjee, I., Chandra, G. (2011). Isolation and identification of bioactive antibacterial components in leaf extracts of Vangueria spinosa (Rubiaceae). Asian Pac Journal Tropical Medicine, 4(3): 35-40.

Cheesbrough, M. (2002). Medical Laboratory Practice in Tropical countries. Part 2, Cambridge University Press, United Kingdom, 157 – 200.

Cheesbrough, M. (2010). District Laboratory Practice in Tropical Countries. 2nd edn. Update. Cambridge University Press, New York, pp. 35-70, 132-143, 157-234.

Chiroma, A., Adamu, T., Bandiya, H.M., Rabah, A.B. and Mabu, J.M. (2018). Phytochemical screening of Terminalia avicennioides (Gull and Perr). A potential pharmaceutical ingredient, Dutse Journal of Pure and Applied Sciences, 4(2): 665-673.

Ciulci, I. (1994). Methodology for the analysis of vegetable drugs. Chemical industries branch, Division of industrial operations. UNIDO, Romania: 24, 26 and 67.

Clinical Laboratory Standards Institute (2015). Performance standard for antimicrobial susceptibility testing. Twenty fifth Information Supplement, M100- S25.

El-Mahmood, A.M., Douglori, I.H. and Ladan, N. (2005). Antimicrobial screening of stem bark extracts of Vitellari paradoxa against some enteric pathogenic microorganisms. African Journal of Pharmacy and Pharmacology, 2(5):089-094.

Evans, W.C. (1999). Trease and Evan's Pharmacognosy. 14th edition.

Published

2023-04-11

How to Cite

Yakubu, M. I., Okorafor, E., & Momoh, K. O. (2023). A REAL-TIME DATA STREAM PROCESSING MODEL FOR A SMART TRAFFIC APPLICATION, LEVERAGING INTELLIGENT INTERNET OF THINGS (IOT) CONCEPTS. FUDMA JOURNAL OF SCIENCES, 3(3), 527 - 534. Retrieved from https://fjs.fudutsinma.edu.ng/index.php/fjs/article/view/1599