Materwala, Huned, Shraddha M. Naik, Aya Taha, Tala Abdulrahman Abed, and Davor Svetinovic. "Maximal Extractable Value in Decentralized Finance: Taxonomy, Detection, and Mitigation." arXiv preprint arXiv:2411.03327 (2024). [Publisher Link] 

Ismail, Leila, and Huned Materwala. "PowerGen: Resources Utilization and Power Consumption Data Generation Framework for Energy Prediction in Edge and Cloud Computing." Procedia Computer Science 238 (2024): 385-395. (Best paper award) [Publisher Link]

Ismail, Leila, Huned Materwala, and Fida Dankar. "Machine Learning and Deep Learning Data-Driven Residential Load Multi-Level Forecasting with Univariate and Multivariate Time Series Models Towards Sustainable Smart Homes." IEEE Access (2024). [Publisher Link]

Hennebelle, Alain, Leila Ismail, Huned Materwala, Juma Al Kaabi, Priya Ranjan, and Rajiv Janardhanan. "Secure and privacy-preserving automated machine learning operations into end-to-end integrated IoT-edge-artificial intelligence-blockchain monitoring system for diabetes mellitus prediction." Computational and Structural Biotechnology Journal 23 (2024): 212-233. [Publisher Link] 

Ismail, Leila, Nada Shahin, Huned Materwala, Alain Hennebelle, and Lea Frermann. "ML-NLPEmot: Machine Learning-Natural Language Processing (NLP) Event-based Emotion Detection Proactive Framework Addressing Mental Health." IEEE Access (2023). [Publisher Link] 

Materwala, Huned, Leila Ismail, and Hossam S. Hassanein. "QoS-SLA-aware adaptive genetic algorithm for multi-request offloading in integrated edge-cloud computing in Internet of vehicles." Vehicular Communications 43 (2023): 100654. [Publisher Link]

Hennebelle, Alain, Huned Materwala, and Leila Ismail. "HealthEdge: a machine learning-based smart healthcare framework for prediction of type 2 diabetes in an integrated IoT, edge, and cloud computing system." Procedia Computer Science 220 (2023): 331-338. [Publisher Link]

Materwala, Huned, Leila Ismail, Raed M. Shubair, and Rajkumar Buyya. "Energy-SLA-aware genetic algorithm for edge–cloud integrated computation offloading in vehicular networks." Future Generation Computer Systems 135 (2022): 205-222. [Publisher Link] 

Ismail, Leila, Huned Materwala, Yousef Al Hammadi, Farshad Firouzi, Gulfaraz Khan, and Saaidal Razalli Bin Azzuhri. "Automated artificial intelligence-enabled proactive preparedness real-time system for accurate prediction of COVID-19 infections—Performance evaluation." Frontiers in Medicine 9 (2022): 871885. [Publisher Link]

Ismail, Leila, and Huned Materwala. "From Conception to Deployment: Intelligent Stroke Prediction Framework using Machine Learning and Performance Evaluation." In 2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS), pp. 1-7. IEEE, 2022. [Publisher Link]

Ismail, Leila, Huned Materwala, Maryam Tayefi, Phuong Ngo, and Achim P. Karduck. "Type 2 diabetes with artificial intelligence machine learning: methods and evaluation." Archives of Computational Methods in Engineering 29, no. 1 (2022): 313-333. [Publisher Link]

Materwala, Huned, and Leila Ismail. "Performance and energy-aware bi-objective tasks scheduling for cloud data centers." Procedia Computer Science 197 (2022): 238-246. [Publisher Link]

Materwala, Huned, and Leila Ismail. "Secure and privacy-preserving lightweight blockchain for energy trading." In 2021 8th International Conference on Future Internet of Things and Cloud (FiCloud), pp. 394-399. IEEE, 2021. [Publisher Link] 

Materwala, Huned, and Leila Ismail. "Energy-Aware Edge-Cloud Computation Offloading for Smart Connected Health." In 2021 8th International Conference on Future Internet of Things and Cloud (FiCloud), pp. 144-150. IEEE, 2021. [Publisher Link]

Ismail, Leila, and Huned Materwala. "Escove: energy-SLA-aware edge–cloud computation offloading in vehicular networks." Sensors 21, no. 15 (2021): 5233. [Publisher Link]

Ismail, Leila, Huned Materwala, and Alain Hennebelle. "Forecasting COVID-19 infections in gulf cooperation council (GCC) countries using machine learning." In Proceedings of the 13th International Conference on Computer Modeling and Simulation, pp. 231-236. 2021. (Best presentation award) [Publisher Link]

Ismail, Leila, and Huned Materwala. "IDMPF: intelligent diabetes mellitus prediction framework using machine learning." Applied Computing and Informatics (2021). [Publisher Link]

Ismail, Leila, Huned Materwala, and Alain Hennebelle. "A scoping review of integrated blockchain-cloud (BcC) architecture for healthcare: applications, challenges and solutions." Sensors 21, no. 11 (2021): 3753. [Publisher Link]

Ismail, Leila, and Huned Materwala. "Machine learning-based energy-aware offloading in edge-cloud vehicular networks." Procedia Computer Science 191 (2021): 328-336. [Publisher Link]

Ismail, Leila, Huned Materwala, and Alain Hennebelle. "Comparative analysis of machine learning models for students’ performance prediction." In Advances in Digital Science: ICADS 2021, pp. 149-160. Springer International Publishing, 2021. [Publisher Link]

Ismail, Leila, Huned Materwala, and Juma Al Kaabi. "Association of risk factors with type 2 diabetes: A systematic review." Computational and structural biotechnology journal 19 (2021): 1759-1785. [Publisher Link]

Ismail, Leila, and Huned Materwala. "IoT-edge-cloud computing framework for QoS-aware computation offloading in autonomous mobile agents: modeling and simulation." In Mobile, Secure, and Programmable Networking: 6th International Conference, MSPN 2020, Paris, France, October 28–29, 2020, Revised Selected Papers 6, pp. 161-176. Springer International Publishing, 2021. [Publisher Link]

Ismail, Leila, and Huned Materwala. "Comparative analysis of machine learning models for diabetes mellitus type 2 prediction." In 2020 International Conference on Computational Science and Computational Intelligence (CSCI), pp. 527-533. IEEE, 2020. [Publisher Link] 

Ismail, Leila, Huned Materwala, and Youssef Sharaf. "Blockhr–a blockchain-based healthcare records management framework: performance evaluation and comparison with client/server architecture." In 2020 International symposium on networks, computers and communications (ISNCC), pp. 1-8. IEEE, 2020. [Publisher Link]

Ismail, Leila, and Huned Materwala. "Blockchain paradigm for healthcare: Performance evaluation." Symmetry 12, no. 8 (2020): 1200. [Publisher Link]

Ismail, Leila, Huned Materwala, and Moien AB Khan. "Performance evaluation of a patient-centric blockchain-based healthcare records management framework." In Proceedings of the 2nd International Electronics Communication Conference, pp. 39-50. 2020. [Publisher Link]

Ismail, Leila, Huned Materwala, Achim P. Karduck, and Abdu Adem. "Requirements of health data management systems for biomedical care and research: scoping review." Journal of medical Internet research 22, no. 7 (2020): e17508. [Publisher Link]

Ismail, Leila, and Huned Materwala. "BlockHR: A blockchain-based framework for health records management." In Proceedings of the 12th international conference on computer modeling and simulation, pp. 164-168. 2020. [Publisher Link]

Ismail, Leila, and Huned Materwala. "Computing server power modeling in a data center: Survey, taxonomy, and performance evaluation." ACM Computing Surveys (CSUR) 53, no. 3 (2020): 1-34. [Publisher Link]

Ismail, Leila, and Huned Materwala. "Artificial Intelligent Agent for Energy Savings in Cloud Computing Environment: Implementation and Performance Evaluation." In Agents and Multi-Agent Systems: Technologies and Applications 2020: 14th KES International Conference, KES-AMSTA 2020, June 2020 Proceedings, pp. 127-140. Singapore: Springer Singapore, 2020. [Publisher Link]

Ismail, Leila, Huned Materwala, Taieb Znati, Sherzod Turaev, and Moien AB Khan. "Tailoring time series models for forecasting coronavirus spread: case studies of 187 countries." Computational and Structural Biotechnology Journal 18 (2020): 2972-3206. [Publisher Link]

Ismail, Leila, Huned Materwala, and Sherali Zeadally. "Lightweight blockchain for healthcare." IEEE access 7 (2019): 149935-149951. [Publisher Link] 

Ismail, Leila, and Huned Materwala. "A review of blockchain architecture and consensus protocols: Use cases, challenges, and solutions." Symmetry 11, no. 10 (2019): 1198. [Publisher Link]

Ismail, Leila, and Huned Materwala. "Energy-aware vm placement and task scheduling in cloud-iot computing: Classification and performance evaluation." IEEE Internet of Things Journal 5, no. 6 (2018): 5166-5176. [Publisher Link] 

Ismail, Leila, and Huned Materwala. "EATSVM: Energy-aware task scheduling on cloud virtual machines." Procedia Computer Science 135 (2018): 248-258. [Publisher Link]

Materwala, Huned, Varsha Jain, and Priya Ranjan. "A mathematical model for energy efficient SDN/NFV using autonomic network intelligence." In 2016 Progress in Electromagnetic Research Symposium (PIERS), pp. 5078-5078. IEEE, 2016. [Publisher Link]