| 2026 | ISORC | Accelerated Reinforcement Learning for Real-Time Task Scheduling in Edge Computing Environments. | Amin Avan, Akramul Azim, Qusay H. Mahmoud |
| 2025 | AI | Agile Reinforcement Learning for Real-Time Task Scheduling in Edge Computing. | Amin Avan, Akramul Azim, Qusay H. Mahmoud |
| 2025 | HPCC | Algorithmic Approaches to Enhance Safety in Autonomous Vehicles: Minimizing Lane Changes and Merging. | Seyed Moein Abtahi, Akramul Azim |
| 2025 | HPCC | A Predictable and Real-Time Electric Vehicle Charging Framework with a Dynamic Protection System. | Jenish Gajera, Farhaan Jamal Mohamed, Akramul Azim |
| 2025 | IRI | Leveraging LLMs for Automatic Feature Extraction in Embedded Systems to Support Software Reuse. | A. A. Talha Talukder, Omar Alam, Akramul Azim |
| 2025 | ICSE | A Structured Approach to Accessibility in Software Development Lifecycle. | Md Hasan Saju, Sanaa A. Alwidian, Partha Mazumder, Akramul Azim |
| 2025 | ICST | ML-Based Test Case Prioritization: A Research and Production Perspective in CI Environments. | Md. Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Gkerta Seferi, Qasim Tauseef |
| 2025 | ISORC | Real-Time Detection of Bitstream Vulnerabilities in FPGAs. | Mansour Alqarni, Akramul Azim |
| 2024 | AI | Automated offense Prioritization for SIEM using Probabilistic Machine Learning Models. | Md. Asif Khan, Akramul Azim, Farzaneh Abazari, Frank Eargle, Jeff Gardiner |
| 2024 | AI | SIEM+: Harnessing Machine Learning for Advanced Anomaly Detection in Cybersecurity Software. | Austin Page, Farzaneh Abazari, Frank Eargle, Akramul Azim, Jeff Gardiner |
| 2024 | AI | Experimental Analysis of Large Language Models in Crime Classification and Prediction. | Paria Sarzaeim, Qusay H. Mahmoud, Akramul Azim |
| 2024 | AST | Identification of Java lock contention anti-patterns based on run-time performance data. | Aritra Ahmed, Ramiro Liscano, Akramul Azim, Yee-Kang Chang, Vijay Sundaresan |
| 2024 | AST | Machine Learning-based Test Case Prioritization using Hyperparameter Optimization. | Md. Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Qasim Tauseef, Gkerta Seferi |
| 2024 | FNC | Design and Development of a Digital Twin Platform for Scenario-Based Testing of Road Vehicles. | Akramul Azim, Ridwan Hossain |
| 2024 | ICST | Java lock contention anti-patterns and their associated recommendations. | Aritra Ahmed, Ramiro Liscano, Akramul Azim, Yee-Kang Chang, Vijay Sundaresan |
| 2024 | ICST | Replay-Based Continual Learning for Test Case Prioritization. | Asma Fariha, Akramul Azim, Ramiro Liscano |
| 2024 | ICST | Automated SQA Framework with Predictive Machine Learning in Airfield Software. | Ridwan Hossain, Akramul Azim, Linda Cato, Bruce Wilkins |
| 2024 | ICST | An End-to-End Test Case Prioritization Framework using Optimized Machine Learning Models. | Md. Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Gkerta Seferi, Qasim Tauseef |
| 2024 | ICST | TCPGraphix: A Visualization Tool for ML-Powered Test Case Prioritization Data Analysis. | Yara Q. Mahmoud, Akramul Azim, Md. Asif Khan |
| 2024 | SAC | Explainable Artificial Intelligence (XAI) Approach for Reinforcement Learning Systems. | Maria J. P. Peixoto, Akramul Azim |
| 2023 | AI | Optimizing DNNs Model Partitioning for Enhanced Performance on Edge Devices. | Md. Al Maruf, Akramul Azim |
| 2023 | AST | Test Case Prioritization using Transfer Learning in Continuous Integration Environments. | Rezwana Mamata, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Gkerta Seferi, Qasim Tauseef |
| 2023 | ICMLA | A Lock Contention Classifier Based on Java Lock Contention Anti-Patterns. | Ramiro Liscano, Aritra Ahmed, Joseph Robertson, Akramul Azim, Vijay Sundaresan, Yee-Kang Chang |
| 2023 | ICMLA | Towards Safe Online Machine Learning Model Training and Inference on Edge Networks. | Md. Al Maruf, Akramul Azim, Nitin Auluck, Mansi Sahi |
| 2023 | ISORC | A Robust Scheduling Algorithm for Overload-Tolerant Real-Time Systems. | Amin Avan, Akramul Azim, Qusay H. Mahmoud |
| 2023 | ISORC | A collaborative and distributed task management system for real-time systems. | Maria J. P. Peixoto, Akramul Azim |
| 2023 | MODELS | Towards Requirements Specification Collaboration Forum for Embedded Software Systems. | Asma Fariha, Sanaa A. Alwidian, Akramul Azim |
| 2022 | AI | Low Level Source Code Vulnerability Detection Using Advanced BERT Language Model. | Mansour Alqarni, Akramul Azim |
| 2022 | EMSOFT | Work-in-Progress: A Resource-Aware Optimization Model for Real-Time Systems Analysis and Design. | Rezwana Mamata, Akramul Azim |
| 2022 | GLOBECOM | Real-Time Jaywalking Detection and Notification System using Deep Learning and Multi-Object Tracking. | Sifatul Mostafi, Weimin Zhao, Sittichai Sukreep, Khalid Elgazzar, Akramul Azim |
| 2022 | ICMLA | EVDD - A Novel Dataset For Embedded System Vulnerability Detection Mechanism. | Mansour Alqarni, Akramul Azim, Tegveer Singh |
| 2022 | SMC | A Machine Learning Based Approach to Detect Fault Injection Attacks in IoT Software Systems. | Aakash Gangolli, Qusay H. Mahmoud, Akramul Azim |
| 2022 | RV | Lock Contention Performance Classification for Java Intrinsic Locks. | Nahid Hasan Khan, Joseph Robertson, Ramiro Liscano, Akramul Azim, Vijay Sundaresan, Yee-Kang Chang |
| 2021 | EMSOFT | An energy-aware optimization model for real-time systems analysis and design: work-in-progress. | Suzanne Elashri, Akramul Azim |
| 2021 | FNC | Using time-correlated noise to encourage exploration and improve autonomous agents performance in Reinforcement Learning. | Maria J. P. Peixoto, Akramul Azim |
| 2021 | ICIN | Supporting SIP Port Mapping and RTP Affinity Constraints in Container Orchestration Environments. | Ramiro Liscano, Samridhi, Akramul Azim, Nahid Hasan Khan, Abdul Zainul Abedin, Brian Pulito, Yee-Kang Chang |
| 2021 | IECON | Dynamic Kalman filter-based velocity tracker for Intelligent vehicle. | Md. Asif Khan, Tegveer Singh, Akramul Azim, Vivek Burhanpurkar, Rodolphe Perrin |
| 2021 | SmartComp | A Framework for Partitioning Support Vector Machine Models on Edge Architectures. | Mansi Sahi, Md. Al Maruf, Akramul Azim, Nitin Auluck |
| 2020 | ISNCC | Mushroom Demand Prediction Using Machine Learning Algorithms. | Md. Al Maruf, Akramul Azim, Sourojit Mukherjee |
| 2020 | ISNCC | Resource efficient allocation of fog nodes for faster vehicular OTA updates. | Md. Al Maruf, Anil Singh, Akramul Azim, Nitin Auluck |
| 2020 | ISNCC | Failure Scenarios for SIP/RTP services in Container Orchestration Clusters. | Samridhi, Ramiro Liscano, Akramul Azim, Abdul Zainul Abedin, Brian Pulito, Yee-Kang Chang |
| 2020 | ISORC | A Situation-Aware Adaptation Framework for Intelligent Transportation Systems. | Nayreet Islam, Akramul Azim |
| 2020 | ISORC | Container-Based Internet-of-Things Architecture Pattern: Kill Switch. | David Lennick, Akramul Azim, Ramiro Liscano |
| 2020 | ISORC | Context-based learning for autonomous vehicles. | Maria J. P. Peixoto, Akramul Azim |
| 2019 | AI | DeepAnom: An Ensemble Deep Framework for Anomaly Detection in System Processes. | Okwudili M. Ezeme, Michael Lescisin, Qusay H. Mahmoud, Akramul Azim |
| 2019 | EMSOFT | Delay-bound function for cyber-physical systems: work-in-progress. | Akramul Azim |
| 2019 | ICMLA | A Deep Learning Approach to Distributed Anomaly Detection for Edge Computing. | Okwudili M. Ezeme, Qusay H. Mahmoud, Akramul Azim |
| 2019 | ISORC | Time-efficient offloading for machine learning tasks between embedded systems and fog nodes. | Darren Saguil, Akramul Azim |
| 2019 | UCC | Faster OTA Updates in Smart Vehicles using Fog Computing. | Kaneez Fizza, Nitin Auluck, Akramul Azim, Md. Al Maruf, Anil Singh |
| 2018 | IECON | Software-based Monitoring for Calibration of Measurement Units in Real-time Systems. | Md. Al Maruf, Akramul Azim |
| 2018 | RTCSA | Hierarchical Attention-Based Anomaly Detection Model for Embedded Operating Systems. | Mellitus O. Ezeme, Qusay H. Mahmoud, Akramul Azim |
| 2017 | SMC | CARTS: Constraint-based analytics from real-time system monitoring. | Nayreet Islam, Akramul Azim |
| 2016 | ETFA | Analyzing consensus in multi-mode real-time communication using history information. | Akramul Azim |
| 2016 | ICCD | Efficient mode changes in multi-mode systems. | Akramul Azim, Sebastian Fischmeister |
| 2016 | RSP | Overloads in compositional embedded real-time control systems. | Akramul Azim |
| 2015 | ETFA | Generation of communication schedules using component interfaces. | Akramul Azim, Rodolfo Pellizzoni, Sebastian Fischmeister |
| 2014 | DATE | Generation of communication schedules for multi-mode distributed real-time applications. | Akramul Azim, Gonzalo Carvajal, Rodolfo Pellizzoni, Sebastian Fischmeister |
| 2014 | ETFA | D-RES: Correct transitive distributed service sharing. | Augusto Born de Oliveira, Akramul Azim, Sebastian Fischmeister, Ricardo Marau, Lus Almeida |
| 2013 | ECRTS | An Efficient Periodic Resource Supply Model for Workloads with Transient Overloads. | Akramul Azim, Shreyas Sundaram, Sebastian Fischmeister |
| 2012 | RTCSA | CSS: Conditional State-Based Scheduling for Networked Control Systems. | Xi Chen, Akramul Azim, Xue Liu, Sebastian Fischmeister |
| 2011 | ETFA | Resolving state inconsistency in distributed fault-tolerant real-time dynamic TDMA architectures. | Akramul Azim, Sebastian Fischmeister |
| 2010 | EMSOFT | Semantics-preserving implementation of synchronous specifications over dynamic TDMA distributed architectures. | Dumitru Potop-Butucaru, Akramul Azim, Sebastian Fischmeister |
| 2010 | ISoLA | Design Choices for High-Confidence Distributed Real-Time Software. | Sebastian Fischmeister, Akramul Azim |
| 2010 | WiMob | Dynamic service policy-based clustered wireless sensor networks. | Akramul Azim, Mohammad Mahfuzul Islam |