Akramul Azim

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 84

Top Venues

University of Waterloo, Ontario, Canada (PHD)

Education History

University of Waterloo, Ontario, Canada

PHD

Publications

Paria Sarzaeim, Qusay H. Mahmoud, Akramul Azim
A Framework for LLM-Assisted Smart Policing System. IEEE Access 12 (2024)
Maria J. P. Peixoto, Akramul Azim
Explainable Artificial Intelligence (XAI) Approach for Reinforcement Learning Systems. SAC (2024)
Md. Al Maruf, Akramul Azim, Nitin Auluck, Mansi Sahi
Optimizing DNN training with pipeline model parallelism for enhanced performance in embedded systems. J. Parallel Distributed Comput. 190 (2024)
Nayreet Islam, Akramul Azim
A multi-mode real-time system verification model using efficient event-driven dataset. J. Ambient Intell. Humaniz. Comput. 15 (2) (2024)
Md. Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Qasim Tauseef, Gkerta Seferi
Machine Learning-based Test Case Prioritization using Hyperparameter Optimization. AST@ICSE (2024)
Aritra Ahmed, Ramiro Liscano, Akramul Azim, Yee-Kang Chang, Vijay Sundaresan
Identification of Java lock contention anti-patterns based on run-time performance data. AST@ICSE (2024)
Md. Al Maruf, Akramul Azim
Anomaly Detection and Functional Testing for Automotive CAN Communication. SysCon (2024)
Md. Al Maruf, Akramul Azim
Automated Features and Requirements Identification for Improving CPS Software Reuse using Topic Modeling. ICCPS (2023)
Maria J. P. Peixoto, Akramul Azim
Improving environmental awareness for autonomous vehicles. Appl. Intell. 53 (2) (2023)
Maria J. P. Peixoto, Akramul Azim
Design and Development of a Machine Learning-Based Task Orchestrator for Intelligent Systems on Edge Networks. IEEE Access 11 (2023)
Amin Avan, Farnaz Kheiri, Qusay H. Mahmoud, Akramul Azim, Masoud Makrehchi, Shahryar Rahnamayan
A Task Scheduler for Mobile Edge Computing Using Priority-based Reinforcement Learning. SSCI (2023)
Muhammad Hayyan Bin Shahid, Akramul Azim
Ensemble Method For Fault Detection & Classification in Transmission Lines Using ML. SysCon (2023)
Amin Avan, Akramul Azim, Qusay H. Mahmoud
A Robust Scheduling Algorithm for Overload-Tolerant Real-Time Systems. ISORC (2023)
Maria J. P. Peixoto, Akramul Azim
A collaborative and distributed task management system for real-time systems. ISORC (2023)
Rezwana Mamata, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Gkerta Seferi, Qasim Tauseef
Test Case Prioritization using Transfer Learning in Continuous Integration Environments. AST (2023)
Md. Al Maruf, Akramul Azim
Optimizing DNNs Model Partitioning for Enhanced Performance on Edge Devices. Canadian AI (2023)
Asma Fariha, Sanaa Alwidian, Akramul Azim
Towards Requirements Specification Collaboration Forum for Embedded Software Systems. MoDELS (Companion) (2023)
Paria Sarzaeim, Qusay H. Mahmoud, Akramul Azim, Gary Bauer, Ian Bowles
A Systematic Review of Using Machine Learning and Natural Language Processing in Smart Policing. Comput. 12 (12) (2023)
Sifatul Mostafi, Asma Fariha, Mohamed El-Darieby, Khalid Elgazzar, Akramul Azim
A Novel Predictive Modelling Approach Towards a Spatiotemporal Traffic Safety Index. ITSC (2023)
Md. Al Maruf, Akramul Azim, Nitin Auluck, Mansi Sahi
Towards Safe Online Machine Learning Model Training and Inference on Edge Networks. ICMLA (2023)
Ramiro Liscano, Aritra Ahmed, Joseph Robertson, Akramul Azim, Vijay Sundaresan, Yee-Kang Chang
A Lock Contention Classifier Based on Java Lock Contention Anti-Patterns. ICMLA (2023)
Nayreet Islam, Akramul Azim
An edge computing-based monitoring framework for situation-aware embedded real-time systems. ICNC (2023)
Rezwana Mamata, Kevin Smith, Akramul Azim, Yee-Kang Chang, Qasim Tauseef, Ramiro Liscano, Gkerta Seferi
Failure Prediction using Transfer Learning in Large-scale Continuous Integration Environments. CASCON (2022)
Md. Al Maruf, Akramul Azim, Omar Alam
Facilitating Reuse of Functions in Embedded Software. IEEE Access 10 (2022)
Akramul Azim, Kevin Smith
Workshop: Machine Learning in Software Quality. CASCON (2022)
Maria J. P. Peixoto, Akramul Azim, Jim Sheehan, Dan Timothy
An Intelligent Traffic Monitoring Embedded System using Video Data Mining. AIPR (2022)
Okwudili M. Ezeme, Qusay H. Mahmoud, Akramul Azim
A Framework for Anomaly Detection in Time-Driven and Event-Driven Processes Using Kernel Traces. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Nahid Hasan Khan, Joseph Robertson, Ramiro Liscano, Akramul Azim, Vijay Sundaresan, Yee-Kang Chang
Lock Contention Performance Classification for Java Intrinsic Locks. RV (2022)
Aakash Gangolli, Qusay H. Mahmoud, Akramul Azim
A Machine Learning Based Approach to Detect Fault Injection Attacks in IoT Software Systems. SMC (2022)
Mansour Alqarni, Akramul Azim
Low Level Source Code Vulnerability Detection Using Advanced BERT Language Model. AI (2022)
Aakash Gangolli, Qusay H. Mahmoud, Akramul Azim
A Machine Learning Approach to Predict System-Level Threats from Hardware-Based Fault Injection Attacks on IoT Software. CASCON (2022)
Sifatul Mostafi, Weimin Zhao, Sittichai Sukreep, Khalid Elgazzar, Akramul Azim
Real-Time Jaywalking Detection and Notification System using Deep Learning and Multi-Object Tracking. GLOBECOM (2022)
Mansour Alqarni, Akramul Azim
Mining Large Data to Create a Balanced Vulnerability Detection Dataset for Embedded Linux System. BDCAT (2022)
Rezwana Mamata, Akramul Azim
Work-in-Progress: A Resource-Aware Optimization Model for Real-Time Systems Analysis and Design. EMSOFT (2022)
Mansour Alqarni, Akramul Azim, Tegveer Singh
EVDD - A Novel Dataset For Embedded System Vulnerability Detection Mechanism. ICMLA (2022)
Md. Al Maruf, Anil Singh, Akramul Azim, Nitin Auluck
Faster Fog Computing Based Over-the-Air Vehicular Updates: A Transfer Learning Approach. IEEE Trans. Serv. Comput. 15 (6) (2022)
Kaneez Fizza, Nitin Auluck, Akramul Azim
Improving the Schedulability of Real-Time Tasks Using Fog Computing. IEEE Trans. Serv. Comput. 15 (1) (2022)
Ramiro Liscano, Samridhi, Akramul Azim, Nahid Hasan Khan, Abdul Zainul Abedin, Brian Pulito, Yee-Kang Chang
Supporting SIP Port Mapping and RTP Affinity Constraints in Container Orchestration Environments. ICIN (2021)
Thomas Li, Akramul Azim
Wireless and autonomous safety-critical system utilizing feedback. SysCon (2021)
Okwudili M. Ezeme, Akramul Azim, Qusay H. Mahmoud
PESKEA: Anomaly Detection Framework for Profiling Kernel Event Attributes in Embedded Systems. IEEE Trans. Emerg. Top. Comput. 9 (2) (2021)
Suzanne Elashri, Akramul Azim
An energy-aware optimization model for real-time systems analysis and design: work-in-progress. EMSOFT (2021)
Md. Asif Khan, Tegveer Singh, Akramul Azim, Vivek Burhanpurkar, Rodolphe Perrin
Dynamic Kalman filter-based velocity tracker for Intelligent vehicle. IECON (2021)
Mansi Sahi, Md. Al Maruf, Akramul Azim, Nitin Auluck
A Framework for Partitioning Support Vector Machine Models on Edge Architectures. SMARTCOMP (2021)
Deepak Saggu, Akramul Azim
Transfer Learning on the Edge Networks. SysCon (2021)
Bradley Wood, Akramul Azim
A novel technique for control flow obfuscation in JVM applications using InvokeDynamic with native bootstrapping. CASCON (2021)
Bradley Wood, Akramul Azim
Triton: a Domain Specific Language for Cyber-Physical Systems. ICIT (2021)
Md. Al Maruf, Akramul Azim
Requirements-preserving design automation for multiprocessor embedded system applications. J. Ambient Intell. Humaniz. Comput. 12 (1) (2021)
Maria J. P. Peixoto, Akramul Azim
Using time-correlated noise to encourage exploration and improve autonomous agents performance in Reinforcement Learning. FNC/MobiSPC (2021)
Nelson Vithayathil Varghese, Akramul Azim, Qusay H. Mahmoud
A Feature-Based Machine Learning Approach for Mixed-Criticality Systems. ICIT (2021)
Md. Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Sylvain Garcon, Qasim Tauseef
Failure prediction using machine learning in IBM WebSphere liberty continuous integration environment. CASCON (2021)
Suzanne Elashri, Akramul Azim
An Energy-Efficient Periodic Resource Model for Bounded Delay-Tolerant Real-Time Systems. IEEE Access 9 (2021)
David Lennick, Akramul Azim, Ramiro Liscano
A Microservice-Based Architecture for Performance and Energy Benchmarking of Docker-Host Linux Distributions on Internet-of-Things Devices. ICIT (2021)
Mansour Alqarni, Akramul Azim
Software source code vulnerability detection using advanced deep convolutional neural network. CASCON (2021)
Suzanne Elashri, Akramul Azim
Energy-efficient offloading of real-time tasks using cloud computing. Clust. Comput. 23 (4) (2020)
David Lennick, Akramul Azim, Ramiro Liscano
Container-Based Internet-of-Things Architecture Pattern: Kill Switch. ISORC (2020)
Maria J. P. Peixoto, Akramul Azim
Context-based learning for autonomous vehicles. ISORC (2020)
Md. Al Maruf, Anil Singh, Akramul Azim, Nitin Auluck
Resource efficient allocation of fog nodes for faster vehicular OTA updates. ISNCC (2020)
Md. Al Maruf, Akramul Azim, Sourojit Mukherjee
Mushroom Demand Prediction Using Machine Learning Algorithms. ISNCC (2020)
Darren Saguil, Akramul Azim
A Layer-Partitioning Approach for Faster Execution of Neural Network-Based Embedded Applications in Edge Networks. IEEE Access 8 (2020)
Okwudili M. Ezeme, Qusay H. Mahmoud, Akramul Azim
Design and Development of AD-CGAN: Conditional Generative Adversarial Networks for Anomaly Detection. IEEE Access 8 (2020)
Samridhi, Ramiro Liscano, Akramul Azim, Abdul Zainul Abedin, Brian Pulito, Yee-Kang Chang
Failure Scenarios for SIP/RTP services in Container Orchestration Clusters. ISNCC (2020)
Nayreet Islam, Akramul Azim
A situation-aware task model for adaptive real-time systems. J. Ambient Intell. Humaniz. Comput. 11 (10) (2020)
Md. Al Maruf, Akramul Azim
A software-based calibration approach to increase the robustness of embedded systems. Int. J. Embed. Syst. 13 (4) (2020)
Md. Al Maruf, Akramul Azim
Extending resources for avoiding overloads of mixed-criticality tasks in cyber-physical systems. IET Cyper-Phys. Syst.: Theory & Appl. 5 (1) (2020)
Bradley Wood, Brock Watling, Zachary Winn, Daniel Messiha, Qusay H. Mahmoud, Akramul Azim
Remote Method Delegation: a Platform for Grid Computing. J. Grid Comput. 18 (4) (2020)
Nayreet Islam, Akramul Azim
A Situation-Aware Adaptation Framework for Intelligent Transportation Systems. ISORC (2020)
Okwudili M. Ezeme, Michael Lescisin, Qusay H. Mahmoud, Akramul Azim
DeepAnom: An Ensemble Deep Framework for Anomaly Detection in System Processes. Canadian Conference on AI (2019)
Okwudili M. Ezeme, Qusay H. Mahmoud, Akramul Azim
A Deep Learning Approach to Distributed Anomaly Detection for Edge Computing. ICMLA (2019)
Nayreet Islam, Akramul Azim
Feature characterization for CPS software reuse. ICCPS (2019)
Kaneez Fizza, Nitin Auluck, Akramul Azim, Md. Al Maruf, Anil Singh
Faster OTA Updates in Smart Vehicles using Fog Computing. UCC Companion (2019)
Akramul Azim
Delay-bound function for cyber-physical systems: work-in-progress. EMSOFT Companion (2019)
Darren Saguil, Akramul Azim
Time-efficient offloading for machine learning tasks between embedded systems and fog nodes. ISORC (2019)
Mellitus O. Ezeme, Qusay H. Mahmoud, Akramul Azim
DReAM: Deep Recursive Attentive Model for Anomaly Detection in Kernel Events. IEEE Access 7 (2019)
Nayreet Islam, Akramul Azim
Assuring the runtime behavior of self-adaptive cyber-physical systems using feature modeling. CASCON (2018)
Md. Al Maruf, Akramul Azim
Software-based Monitoring for Calibration of Measurement Units in Real-time Systems. IECON (2018)
Mellitus O. Ezeme, Qusay H. Mahmoud, Akramul Azim
Hierarchical Attention-Based Anomaly Detection Model for Embedded Operating Systems. RTCSA (2018)
Mellitus Ezeme, Akramul Azim, Qusay H. Mahmoud
An Imputation-based Augmented Anomaly Detection from Large Traces of Operating System Events. BDCAT (2017)
Mohammad S. Jassas, Jortin Mathew, Akramul Azim, Qusay H. Mahmoud
A framework for extending resources of embedded systems using the Cloud. CCECE (2017)
Nayreet Islam, Akramul Azim
CARTS: Constraint-based analytics from real-time system monitoring. SMC (2017)
Akramul Azim
Generation of fault-tolerant state-based communication schedules for real-time systems. EURASIP J. Embed. Syst. 2017 (2017)
Akramul Azim, Sebastian Fischmeister
Efficient mode changes in multi-mode systems. ICCD (2016)
Mohammad Mahfuzul Islam, Akramul Azim, Golam Sorwar
A new dynamic service span-based energy comparison LEACH for achieving expected WSNs lifetime. Int. J. Inf. Commun. Technol. 8 (2/3) (2016)
Akramul Azim
Overloads in compositional embedded real-time control systems. RSP (2016)
Akramul Azim
Analyzing consensus in multi-mode real-time communication using history information. ETFA (2016)
Akramul Azim, Rodolfo Pellizzoni, Sebastian Fischmeister
Generation of communication schedules using component interfaces. ETFA (2015)
Akramul Azim, Gonzalo Carvajal, Rodolfo Pellizzoni, Sebastian Fischmeister
Generation of communication schedules for multi-mode distributed real-time applications. DATE (2014)
Xi Chen, Akramul Azim, Xue Liu, Sebastian Fischmeister, Jun Ma
DTS: Dynamic TDMA scheduling for Networked Control Systems. J. Syst. Archit. 60 (2) (2014)
Akramul Azim, Sanjid Mahiba, Tarikul Alam Khan Sabbir, Shafayet Ahmad
Efficient Jammed Area Mapping in Wireless Sensor Networks. IEEE Embed. Syst. Lett. 6 (4) (2014)
Augusto Born de Oliveira, Akramul Azim, Sebastian Fischmeister, Ricardo Marau, Luís Almeida
D-RES: Correct transitive distributed service sharing. ETFA (2014)
Akramul Azim, Shreyas Sundaram, Sebastian Fischmeister
An Efficient Periodic Resource Supply Model for Workloads with Transient Overloads. ECRTS (2013)
Akramul Azim, Mohammad Mahfuzul Islam
Deterministic cluster head selection for wireless sensor networks. CCECE (2012)
Xi Chen, Akramul Azim, Xue Liu, Sebastian Fischmeister
CSS: Conditional State-Based Scheduling for Networked Control Systems. RTCSA (2012)
Akramul Azim, Sebastian Fischmeister
Resolving state inconsistency in distributed fault-tolerant real-time dynamic TDMA architectures. ETFA (2011)
Sebastian Fischmeister, Akramul Azim
Design Choices for High-Confidence Distributed Real-Time Software. ISoLA (2) (2010)
Akramul Azim, Mohammad Mahfuzul Islam
Dynamic service policy-based clustered wireless sensor networks. WiMob (2010)
Dumitru Potop-Butucaru, Akramul Azim, Sebastian Fischmeister
Semantics-preserving implementation of synchronous specifications over dynamic TDMA distributed architectures. EMSOFT (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Akramul Azim