Software engineering for internet of underwater things to analyze oceanic data

Article


Razzaq, Abdul, Ahmad, Aakash, Malik, Asad Waqar, Fahmideh, Mahdi and Ramadan, Rabie A.. 2023. "Software engineering for internet of underwater things to analyze oceanic data." Internet of Things. 24. https://doi.org/10.1016/j.iot.2023.100893
Article Title

Software engineering for internet of underwater things to analyze oceanic data

ERA Journal ID213015
Article CategoryArticle
AuthorsRazzaq, Abdul, Ahmad, Aakash, Malik, Asad Waqar, Fahmideh, Mahdi and Ramadan, Rabie A.
Journal TitleInternet of Things
Journal Citation24
Article Number100893
Number of Pages18
Year2023
PublisherElsevier BV
Place of PublicationNetherlands
ISSN2542-6605
2543-1536
Digital Object Identifier (DOI)https://doi.org/10.1016/j.iot.2023.100893
Web Address (URL)https://www.sciencedirect.com/science/article/pii/S2542660523002160
AbstractInternet of Things (IoTs) represents a networked collection of heterogeneous sensors – enabling seamless integration between systems, humans, devices, etc. – to support pervasive computing for smart systems. IoTs unify hardware (embedded sensors), software (algorithms to manipulate sensors), and wireless network (protocols that transmit sensor data) to develop and operationalize a wide range of smart systems and services. The Internet of Underwater Things (IoUTs for short) is a specific genre of IoTs in which data about ocean ecosystems is continuously ingested via underwater sensors. IoUTs referred to as context-sensing eyes and ears under the sea operationalize a diverse range of scenarios ranging from exploring marine life to analyzing water pollution and mining oceanic data. This paper proposes a layered architecture that (i) ingests oceanic data as a sensing layer, (ii) computes the correlation between the data as an analytics layer, and (iii) visualizes data for human decision support via the interface layer. We unify the concepts of software engineering (SE) and IoTs to exploit software architecture, underlying algorithms, and tool support to develop and operationalize IoUTs. A case study-based approach is used to demonstrate the sensors’ throughput, query response time, and algorithmic execution efficiency. We collected IoUT sensor data, involving 6 distinct sensors from two locations including the Arabian Sea, and the Red Sea for 60 days. Evaluation results indicate (i) sensors’ throughput (daily average: 10000–20000 KB data transmission), (ii) query response time (under 30 ms), (iii) and query execution performance (CPU utilization between 60%–80%). The solution exploits SE principles and practices for pattern-based architecting and validation of emerging and next-generation IoUTs in the context of smart oceans.
KeywordsData analytics; Software engineering; Internet of things; Ocean mining; Smart systems
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020460905. Information systems development methodologies and practice
Public Notes

The accessible file is the accepted version of the paper. Please refer to the URL for the published version.

Byline AffiliationsZhejiang University, China
Lancaster University, United Kingdom
National University of Sciences and Technology, Pakistan
University of Southern Queensland
University of Ha'il, Saudi Arabia
Permalink -

https://research.usq.edu.au/item/z26qx/software-engineering-for-internet-of-underwater-things-to-analyze-oceanic-data

Download files


Submitted Version
SEforIOT.pdf
File access level: Anyone

  • 47
    total views
  • 6
    total downloads
  • 0
    views this month
  • 1
    downloads this month

Export as

Related outputs

Towards an integrated framework for developing blockchain systems
Fahmideh, Mahdi, Abedin, Babak and Shen, Jun. 2024. "Towards an integrated framework for developing blockchain systems." Decision Support Systems. 180. https://doi.org/10.1016/j.dss.2024.114181
Insights into software development approaches: mining Q &A repositories
Khan, Arif Ali, Khan, Javed Ali, Akbar, Muhammad Azeem, Zhou, Peng and Fahmideh, Mahdi. 2024. "Insights into software development approaches: mining Q &A repositories." Empirical Software Engineering: an international journal. 29 (1). https://doi.org/10.1007/s10664-023-10417-5
Cybersecurity threats in FinTech: A systematic review
Javaheri, Danial, Fahmideh, Mahdi, Chizari, Hassan, Lalbakhsh, Pooia and Hur, Junbeom. 2024. "Cybersecurity threats in FinTech: A systematic review." Expert Systems with Applications. 241. https://doi.org/10.1016/j.eswa.2023.122697
Distributed agent-based deep reinforcement learning for large scale traffic signal control
Wu, Qiang, Wu, Jianqing, Shen, Jun, Du, Bo, Telikani, Akbar, Fahmideh, Mahdi and Liang, Chao. 2024. "Distributed agent-based deep reinforcement learning for large scale traffic signal control ." Knowledge-Based Systems. 241. https://doi.org/10.1016/j.knosys.2022.108304
Agile Practices for Quantum Software Development: Practitioners' Perspectives
Khan, Arif Ali, Akbar, Muhammad Azeem, Ahmad, Aakash, Fahmideh, Mahdi, Shameem, Mohammad, Lahtinen, Valtteri, Waseem, Muhammad and Mikkonen, Tommi. 2023. "Agile Practices for Quantum Software Development: Practitioners' Perspectives." 2023 IEEE International Conference on Quantum Software (QSW). Chicago, United States 02 - 08 Jul 2023 United States. https://doi.org/0.1109/QSW59989.2023.00012
TreeNet Based Fast Task Decomposition for Resource-Constrained Edge Intelligence
Lu, Dong, Zhai, Yanlong, Shen, Jun, Fahmideh, Mahdi, Wu, Jianqing, Tchaye-Kondi, Jude and Zhu, Liehuang. 2023. "TreeNet Based Fast Task Decomposition for Resource-Constrained Edge Intelligence." IEEE Transactions on Services Computing. 16 (3), pp. 2254-2266. https://doi.org/10.1109/TSC.2022.3187118
Software architecture for quantum computing systems — A systematic review
Khan, Arif, Ahmad, Aakash, Waseem, Muhammad, Liang, Peng, Fahmideh, Mahdi, Mikkonen, Tommi and Abrahamsson, Pekka. 2023. "Software architecture for quantum computing systems — A systematic review." Journal of Systems and Software. 201. https://doi.org/10.1016/j.jss.2023.111682
A Comprehensive Overview of IoT-Based Federated Learning: Focusing on Client Selection Methods
Khajehali, Naghmeh, Yan, Jun, Chow, Yang-Wai and Fahmideh, Mahdi. 2023. "A Comprehensive Overview of IoT-Based Federated Learning: Focusing on Client Selection Methods." Sensors. 23 (16). https://doi.org/10.3390/s23167235
Towards Human-Bot Collaborative Software Architecting with ChatGPT
Ahmad, Aakash, Waseem, Muhammad, Liang, Peng, Fahmideh, Mahdi, Aktar, Mst Shamima and Mikkonen, Tommi. 2023. "Towards Human-Bot Collaborative Software Architecting with ChatGPT." 27th International Conference on Evaluation and Assessment in Software Engineering (EASE 2023). Oulu, Finland 14 - 16 Jun 2023 United States. https://doi.org/10.1145/3593434.3593468
Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions
Fahmideh, Mahdi, Grundy, John, Ahmad, Aakash, Shen, Jun, Yan, Jun, Mougouei, Davoud, Wang, Peng, Ghose, Aditya, Gunawardana, Anuradha, Aickelin, Uwe and Abedin, Babak. 2023. "Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions ." ACM Computing Surveys. 55 (6), pp. 1-44. https://doi.org/10.1145/3530813
AI Ethics: An Empirical Study on the Views of Practitioners and Lawmakers
Khan, Arif Ali, Akbar, Muhammad Azeem, Fahmideh, Mahdi, Liang, Peng, Waseem, Muhammad, Ahmad, Aakash, Niazi, Mahmood and Abrahamsson, Pekka. 2023. "AI Ethics: An Empirical Study on the Views of Practitioners and Lawmakers ." IEEE Transactions on Computational Social Systems. 10 (6). https://doi.org/10.1109/TCSS.2023.3251729
Feasibility Analysis of Data Transmission in Partially Damaged IoT Networks of Vehicles
Wei, Wei, Shen, Jun, Telikani, Akbar, Fahmideh, Mahdi and Gao, Wei. 2023. "Feasibility Analysis of Data Transmission in Partially Damaged IoT Networks of Vehicles ." IEEE Transactions on Intelligent Transportation Systems. 24 (4), pp. 4577-4588. https://doi.org/10.1109/TITS.2022.3190668
Role of ontologies in beach safety management analytics systems
Fahmideh, Mahdi, Beydoun, Ghassan, Bandara, Madhushi, Ahmad, Aakash, Shrestha, Anup and Khan, Arif Ali. 2022. "Role of ontologies in beach safety management analytics systems." 26th Pacific Asia Conference on Information Systems (PACIS 2022). Taipei, Taiwan 05 - 09 Jul 2022
A model-driven approach to reengineering processes in cloud computing
Fahmideh, Mahdi, Grundy, John, Beydoun, Ghassan, Zowghi, Didar, Susilo, Willy and Mougouei, Davoud. 2022. "A model-driven approach to reengineering processes in cloud computing." Information and Software Technology. 144. https://doi.org/10.1016/j.infsof.2021.106795
Software Engineering for Internet of Things: The Practitioners’ Perspective
Fahmideh, Mahdi, Ahmad, Aakash, Behnaz, Ali, Grundy, John and Susilo, Willy. 2022. "Software Engineering for Internet of Things: The Practitioners’ Perspective." IEEE Transactions on Software Engineering. 48 (8), pp. 2857-2878. https://doi.org/10.1109/TSE.2021.3070692
A fuzzy-based requirement selection method for considering value dependencies in software release planning
Mougouei, Davoud, Ghose, Aditya, Dam, Hoa, Fahmideh, Mahdi and Powers, David. 2021. "A fuzzy-based requirement selection method for considering value dependencies in software release planning." 30th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2021). Luxembourg 11 - 14 Jul 2021 United States. https://doi.org/10.1109/FUZZ45933.2021.9494422
An Overview of Ontologies and Tool Support for COVID-19 Analytics
Ahmad, Aakash, Bandara, Madhushi, Fahmideh, Mahdi, Proper, Henderik A., Guizzardi, Giancarlo and Soar, Jeffrey. 2021. "An Overview of Ontologies and Tool Support for COVID-19 Analytics." 2021 IEEE 25th International Enterprise Distributed Object Computing Workshop (EDOCW). Gold Coast, Australia 25 Oct 2021 United States. https://doi.org/10.1109/EDOCW52865.2021.00026
Embracing iterations in Quantum software: a vision
Khan, Arif Ali, Fahmideh, Mahdi, Ahmad, Aakash, Waseem, Muhammad, Niazi, Mahmood, Lahtinen, Valtteri and Mikkonen, Tommi. 2022. "Embracing iterations in Quantum software: a vision." 1st International Workshop on Quantum Programming for Software Engineering (QP4SE 2022). Singapore 18 - 18 Nov 2022 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3549036.3562057
Ethics of AI: A Systematic Literature Review of Principles and Challenges
Khan, Arif Ali, Badshah, Sher, Liang, Peng, Waseem, Muhammad, Khan, Bilal, Ahmad, Aakash, Fahmideh, Mahdi, Niazi, Mahmood and Akbar, Muhammad Azeem. 2022. "Ethics of AI: A Systematic Literature Review of Principles and Challenges." 26th International Conference on Evaluation and Assessment in Software Engineering (EASE 2022). Gothenburg, Sweden 13 - 15 Jun 2022 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3530019.3531329
Towards Process Centered Architecting for Quantum Software Systems
Ahmad, Aakash, Khan, Arif Ali, Waseem, Muhammad, Fahmideh, Mahdi and Mikkonen, Tommi. 2022. "Towards Process Centered Architecting for Quantum Software Systems." 2022 IEEE International Conference on Quantum Software (QSW). Barcelona, Spain 10 - 16 Jul 2022 United States. https://doi.org/10.1109/QSW55613.2022.00019
Blockchain Meets Secured Microservice Architecture: A Trustworthy Consensus Algorithm
Ahmed, Mohiuddin, Suaib Akhter, A. F. M., Suaib Rashid, A. F. M., Fahmideh, Mahdi, Pathan, Al-Sakib Khan and Anwar, Adnan. 2022. "Blockchain Meets Secured Microservice Architecture: A Trustworthy Consensus Algorithm ." 19th International Conference on Wireless Networks and Mobile Systems (WINSYS 2022)). Lisbon, Portugal 11 - 13 Jul 2022 Portugal. Scitepress. https://doi.org/10.5220/0011290400003286
Blockchain Developments and Innovations – An Analytical Evaluation of Software Engineering Approaches
Fahmideh, Mahdi, Gunawardana, Anuradha, Chen, Shiping, Shen, Jun and Yecies, Brian. 2022. "Blockchain Developments and Innovations – An Analytical Evaluation of Software Engineering Approaches ." 2021 International Conference on Internet of Things (ICIOT 2021) . Online 10 - 14 Dec 2021 Switzerland . Springer. https://doi.org/10.1007/978-3-030-96068-1_5
A Comprehensive Framework for Analyzing IoT Platforms: A Smart City Industrial Experience
Fahmideh, Mahdi, Yan, Jun, Shen, Jun, Mougouei, Davoud, Zhai, Yanlong and Ahmad, Aakash. 2021. "A Comprehensive Framework for Analyzing IoT Platforms: A Smart City Industrial Experience ." Smart Cities. 4 (2), pp. 588-622. https://doi.org/10.3390/smartcities4020031
An exploration of IoT platform development
Fahmideh, Mahdi and Zowghi, Didar. 2020. "An exploration of IoT platform development." Information Systems. 87. https://doi.org/10.1016/j.is.2019.06.005
Experiential probabilistic assessment of cloud services
Fahmideh, Mahdi, Beydoun, Ghassan and Low, Graham. 2019. "Experiential probabilistic assessment of cloud services." Information Sciences. 502, pp. 510-524. https://doi.org/10.1016/j.ins.2019.06.027
A generic cloud migration process model
Fahmideh, Mahdi, Daneshgar, Farhad, Rabhi, Fethi and Beydoun, Ghassan. 2019. "A generic cloud migration process model." European Journal of Information Systems. 28 (3), pp. 233-255. https://doi.org/10.1080/0960085X.2018.1524417
Big data analytics architecture design — An application in manufacturing systems
Fahmideh, Mahdi and Beydoun, Ghassan. 2019. "Big data analytics architecture design — An application in manufacturing systems." Computers and Industrial Engineering. 128, pp. 948-963. https://doi.org/10.1016/j.cie.2018.08.004
Reusing empirical knowledge during cloud computing adoption
Fahmideh, Mahdi and Beydoun, Ghassan. 2018. "Reusing empirical knowledge during cloud computing adoption." Journal of Systems and Software. 138, pp. 124-157. https://doi.org/10.1016/j.jss.2017.12.011
Cloud Migration Methodologies: Preliminary Findings
Fahmideh, Mahdi, Daneshgar, Farhad and Rabhi, Fethi. 2018. "Cloud Migration Methodologies: Preliminary Findings ." 5th European Conference on Service-Oriented and Cloud Computing (ESOCC 2016). Vienna, Austria 05 - 07 Sep 2016 Switzerland . Springer. https://doi.org/10.1007/978-3-319-72125-5_9
IoT Smart City Architectures: An Analytical Evaluation
Fahmideh, Mahdi and Zowghi, Didar. 2018. "IoT Smart City Architectures: An Analytical Evaluation ." 2018 IEEE 9th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON). Vancouver, Canada 01 - 03 Nov 2018 United States. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IEMCON.2018.8614824
Challenges in migrating legacy software systems to the cloud — an empirical study
Gholami, Mahdi Fahmideh, Daneshgar, Farhad, Beydoun, Ghassan and Rabhi, Fethi. 2017. "Challenges in migrating legacy software systems to the cloud — an empirical study." Information Systems. 67, pp. 100-113. https://doi.org/10.1016/j.is.2017.03.008
Cloud migration process—A survey, evaluation framework, and open challenges
Gholami, Mahdi Fahmideh, Daneshgar, Farhad, Low, Graham and Beydoun, Ghassan. 2016. "Cloud migration process—A survey, evaluation framework, and open challenges." Journal of Systems and Software. 120, pp. 31-69. https://doi.org/10.1016/j.jss.2016.06.068
Metrics for BPEL Process Reusability Analysis in a Workflow System
Khoshkbarforoushha, Alireza, Jamshidi, Pooyan, Gholami, Mahdi Fahmideh, Wang, Lizhe and Ranjan, Rajiv. 2016. "Metrics for BPEL Process Reusability Analysis in a Workflow System." IEEE Systems Journal. 10 (1), pp. 36-45. https://doi.org/10.1109/JSYST.2014.2317310
Enhancing the OPEN Process Framework with service-oriented method fragments
Gholami, Mahdi Fahmideh, Sharif, Mohsen and Jamshidi, Pooyan. 2014. "Enhancing the OPEN Process Framework with service-oriented method fragments." Software and Systems Modeling. 13 (1), pp. 361-390. https://doi.org/10.1007/s10270-011-0222-z
Toward a Methodological Knowledge for Service-Oriented Development Based on OPEN Meta-Model
Fahmideh, Mahdi, Shams, Fereidoon and Jamshidi, Pooyan. 2011. "Toward a Methodological Knowledge for Service-Oriented Development Based on OPEN Meta-Model ." 2nd International Conference on Software Engineering and Computer Systems (ICSECS 2011). Pahang, Malaysia 27 - 29 Jun 2011 German. Springer. https://doi.org/10.1007/978-3-642-22203-0_54
Strategies for Improving MDA-Based Development Processes
Gholami, Mehdi Fahmideh and Ramsin, Raman. 2010. "Strategies for Improving MDA-Based Development Processes." UKSim/AMSS First International Conference on Intelligent Systems, Modelling and Simulation (ISMS 2010). Liverpool, United Kingdom 27 - 29 Jan 2010 United Kingdom. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ISMS.2010.38
Criteria-Based Evaluation Framework for Service-Oriented Methodologies
Gholami, Mehdi Fahmideh, Habibi, Jafar, Shams, Fereidoon and Khoshnevis, Sedigheh. 2010. "Criteria-Based Evaluation Framework for Service-Oriented Methodologies." 12th International Conference on Computer Modelling and Simulation (UKSim 2010). Cambridge, United Kingdom 24 - 26 Mar 2010 United Kingdom. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/UKSIM.2010.30