OR
Omer Rana
cs.DCcs.CRcs.LGcs.AIcs.NIcs.HCcs.PFNeural Networks, ComputerAccess ControlBlockchain
On Valency
published · living versionsW_9fsxa5p4·v1 · currentpublished
Can We Rely on Language Models to Orchestrate Services across the Edge-Cloud Continuum?
with Zhenghao Wu, Ruihai Dong, Reza Farahani, Hamed Haddadi +1
1 version
W_hdzg9u8k·v1published
W_2hg8xjjr·v1published
Preprints & journals
68 papers in the corpus · 2000–2026A Hierarchical Optimisation Framework for Integrated Electric-Hydrogen-Transport Systems2607.25776v2 · Fulong Yao, Yiming Xu, Liana Cipcigan et al.2026 · 0 citationsarXiv
EEG-FuseFormer: A Transformer-Driven Feature Fusion Framework for Seizure Onset Prediction2606.02166v2 · Vigneshwar Hariharan, Chithra Reghuvaran, Arlene John et al.2026 · 0 citationsarXiv
EVECTOR: An orchestrator for analysing attacks in electric vehicles charging system2602.13926v1 · Devki Nandan Jha, Tomasz Szydlo, Nima Valizadeh et al.2026 · 0 citationsarXiv
Exploring Blockchain Interoperability: Frameworks, Use Cases, and Future Challenges2601.02949v2 · Stanly Wilson, Kwabena Adu-Duodu, Yinhao Li et al.2026 · 4 citationshttps://www.mdpi.com/2079-8954/14/4/388
Knowledge Grafting: A Mechanism for Optimizing AI Model Deployment in Resource-Constrained Environments2507.19261v1 · Osama Almurshed, Ashish Kaushal, Asmail Muftah et al.2025 · 0 citationsarXiv
A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network2505.11551v1 · Muzun Althunayyan, Amir Javed, Omer Rana2025 · 0 citationsarXiv
A Circular Construction Product Ontology for End-of-Life Decision-Making2503.13708v1 · Kwabena Adu-Duodu, Stanly Wilson, Yinhao Li et al.2025 · 5 citationsarXiv
Gotham Dataset 2025: A Reproducible Large-Scale IoT Network Dataset for Intrusion Detection and Security Research2502.03134v1 · Othmane Belarbi, Theodoros Spyridopoulos, Eirini Anthi et al.2025 · 0 citationsarXiv
PoachNet: Predicting Poaching Using an Ontology-Based Knowledge Graph.39771876 · Hamed, Naeima, Rana, Omer, Orozco-terWengel, Pablo et al.2025 · 3 citationsSensors (Basel, Switzerland). 2024;24(24)
Towards Enhancing Linked Data Retrieval in Conversational UIs using Large Language Models2409.16220v1 · Omar Mussa, Omer Rana, Benoit Goossens et al.2024 · 1 citationarXiv
A Robust Multi-Stage Intrusion Detection System for In-Vehicle Network Security using Hierarchical Federated Learning2408.08433v1 · Muzun Althunayyan, Amir Javed, Omer Rana2024 · 57 citationsarXiv
Adversarial Attacks on Intrusion Detection Systems in In-Vehicle Networks of Connected and Autonomous Vehicles.38931632 · Aloraini, Fatimah, Javed, Amir, Rana, Omer2024 · 40 citationsSensors (Basel, Switzerland). 2024;24(12)
PrivacyCube: Data Physicalization for Enhancing Privacy Awareness in IoT2406.05451v1 · Bayan Al Muhander, Nalin Arachchilage, Yasar Majib et al.2024 · 6 citationsarXiv
PriviFy: Designing Tangible Interfaces for Configuring IoT Privacy Preferences2406.05459v1 · Bayan Al Muhander, Omer Rana, Charith Perera2024 · 0 citationsarXiv
Modeling and Characterizing Service Interference in Dynamic Infrastructures2402.04491v1 · V'Ictor Medel, Unai Arronategui, Omer Rana et al.2024 · 2 citationsIEEE Access 11: 21387-21403 (2023)
Characterising resource management performance in Kubernetes2401.17125v1 · V'ictor Medel, Rafael Tolosana-Calasanz, Jos'e 'Angel Banares et al.2024 · 98 citationsComputers & Electrical Engineering Volume 68, May 2018, Pages 286-297
Anomaly Detection on the Edge Using Smart Cameras under Low-Light Conditions.38339490 · Abu Awwad, Yaser, Rana, Omer, Perera, Charith2024 · 9 citationsSensors (Basel, Switzerland). 2024;24(3)
Blockchain Based Auditable Access Control For Business Processes With Event Driven Policies.39398103 · Akhtar, Ahmed, Barati, Masoud, Shafiq, Basit et al.2025 · 5 citationsIEEE transactions on dependable and secure computing. 2024;21(5):4699-4716
Modern Computing: Vision and Challenges2401.02469v1 · Sukhpal Singh Gill, Huaming Wu, Panos Patros et al.2024 · 201 citationsElsevier Telematics and Informatics Reports, Volume 13, March 2024
Orchestration and Management of Adaptive IoT-centric Distributed Applications.38283301 · Amjad, Sehrish, Akhtar, Ahmed, Ali, Muhammad et al.2025 · 8 citationsIEEE internet of things journal. 2024;11(3):3779-3791
Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots2306.03823v1 · Sukhpal Singh Gill, Minxian Xu, Panos Patros et al.2023 · 498 citationsInternet of Things and Cyber-Physical Systems (Elsevier), Volume 4, 2024, Pages 19-23
Hierarchical and Decentralised Federated Learning2304.14982v1 · Omer Rana, Theodoros Spyridopoulos, Nathaniel Hudson et al.2023 · 28 citationsarXiv
AI-based Fog and Edge Computing: A Systematic Review, Taxonomy and Future Directions2212.04645v1 · Sundas Iftikhar, Sukhpal Singh Gill, Chenghao Song et al.2022 · 266 citationsPreprint for Publication in Elsevier IoT Journal 2022
ForestQB: An Adaptive Query Builder to Support Wildlife Research2210.02640v1 · Omar Mussa, Omer Rana, Benoit Goossens et al.2022 · 0 citationsarXiv
PrivacyCube: A Tangible Device for Improving Privacy Awareness in IoT2210.02650v1 · Bayan Al Muhander, Omer Rana, Nalin Arachchilage et al.2022 · 1 citationarXiv
Exploring the Relationships between Privacy by Design Schemes and Privacy Laws: A Comparative Analysis2210.03520v1 · Atheer Aljeraisy, Masoud Barati, Omer Rana et al.2022 · 5 citationsarXiv
Low-Cost SMS Driven Location Tracking Platform Towards Anti-Poaching Efforts2210.01614v1 · Jack Burkett, Pablo Orozco Ter Wengel, Benoit Goossens et al.2022 · 0 citationsarXiv
Semantics-based Privacy by Design for Internet of Things Applications2210.01778v1 · Lamya Alkhariji, Suparna De, Omer Rana et al.2022 · 36 citationsFuture Generation Computer Systems, Volume 138, January 2023, Pages 280-295
Privacy-Patterns for IoT Application Developers2210.01853v1 · Nada Alhirabi, Stephanie Beaumont, Omer Rana et al.2022 · 4 citationsarXiv
Interaction between people with dysarthria and speech recognition systems: A review.35435810 · Jaddoh, Aisha, Loizides, Fernando, Rana, Omer2023 · 41 citationsAssistive technology : the official journal of RESNA. 2023;35(4):330-338
AI for Next Generation Computing: Emerging Trends and Future Directions2203.04159v1 · Sukhpal Singh Gill, Minxian Xu, Carlo Ottaviani et al.2022 · 687 citationsarXiv
Cybersecurity Challenges in the Offshore Oil and Gas Industry: An Industrial Cyber-Physical Systems (ICPS) Perspective2202.12179v1 · Abubakar Sadiq Mohammed, Philipp Reinecke, Pete Burnap et al.2022 · 51 citationsACM Transactions on Cyber-Physical Systems 2022
Automated License Plate Recognition for Resource-Constrained Environments.35214336 · Padmasiri, Heshan, Shashirangana, Jithmi, Meedeniya, Dulani et al.2022 · 52 citationsSensors (Basel, Switzerland). 2022;22(4)
A Privacy-Preserving Platform for Recording COVID-19 Vaccine Passports2112.01815v1 · Masoud Barati, William J. Buchanan, Owen Lo et al.2021 · 1 citationCloudAM: 10th International Workshop on Cloud and Edge Computing, and Applications Management, 2021
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing2110.05529v3 · Shreshth Tuli, Sukhpal Singh Gill, Minxian Xu et al.2021 · 96 citationsarXiv
Tokenising behaviour change: optimising blockchain technology for sustainable transport interventions2104.01852v1 · Iain Barclay, Michael Cooper, Alun Preece et al.2021 · 2 citationsarXiv
Dynamically Controlling Offloading Thresholds in Fog Systems.33916818 · Alenizi, Faten, Rana, Omer2021 · 18 citationsSensors (Basel, Switzerland). 2021;21(7)
Cybersecurity of Industrial Cyber-Physical Systems: A Review2101.03564v1 · Hakan Kayan, Matthew Nunes, Omer Rana et al.2021 · 261 citationsarXiv
Minimising Delay and Energy in Online Dynamic Fog Systems2012.12745v1 · Faten Alenizi, Omer Rana2020 · 19 citations10th International Conference on Advances in Computing and Information Technology (ACITY 2020)
Synthesising Privacy by Design Knowledge Towards Explainable Internet of Things Application Designing in Healthcare2011.03747v1 · Lamya Alkhariji, Nada Alhirabi, Mansour Naser Alraja et al.2020 · 1 citationarXiv
Blockchain Based Auditable Access Control for Distributed Business Processes.33972821 · Akhtar, Ahmed, Shafiq, Basit, Vaidya, Jaideep et al.2021 · 12 citationsProceedings. International Conference on Distributed Computing Systems. 2020;2020:12-22
Privacy-Aware Internet of Things Notices in Shared Spaces: A Survey2006.13633v2 · Bayan Al Muhander, Jason Wiese, Omer Rana et al.2020 · 1 citationarXiv
WattsApp: Power-Aware Container Scheduling2006.00342v1 · Hemant Mehta, Paul Harvey, Omer Rana et al.2020 · 18 citationsarXiv
Cyberattacks and Countermeasures For In-Vehicle Networks2004.10781v1 · Emad Aliwa, Omer Rana, Charith Perera et al.2020 · 227 citationsarXiv
ThermoSim: Deep Learning based Framework for Modeling and Simulation of Thermal-aware Resource Management for Cloud Computing Environments2004.08131v2 · Sukhpal Singh Gill, Shreshth Tuli, Adel Nadjaran Toosi et al.2020 · 56 citationsarXiv
Designing Security and Privacy Requirements in Internet of Things: A Survey1910.09911v1 · Nada Alhirabi, Omer Rana, Charith Perera2019 · 1 citationarXiv
Orchestrating the Development Lifecycle of Machine Learning-Based IoT Applications: A Taxonomy and Survey1910.05433v5 · Bin Qian, Jie Su, Zhenyu Wen et al.2019 · 14 citationsarXiv
Realizing Edge Marketplaces: Challenges and Opportunities1812.01344v1 · Blesson Varghese, Massimo Villari, Omer Rana et al.2018 · 17 citationsB. Varghese et al., "Realizing Edge Marketplaces: Challenges and Opportunities," in IEEE Cloud Computing, vol. 5, no. 6, pp. 9-20, Nov./Dec. 2018
The Internet of Things, Fog and Cloud Continuum: Integration and Challenges1809.09972v1 · Luiz F. Bittencourt, Roger Immich, Rizos Sakellariou et al.2018 · 375 citationsarXiv
Predicting purchasing intent: Automatic Feature Learning using Recurrent Neural Networks1807.08207v1 · Humphrey Sheil, Omer Rana, Ronan Reilly2018 · 27 citationsarXivon Valency
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