Publications
ESOps - An Agile Pipeline for Next-Generation Embedded Systems Development
Md Al Maruf and Akramul Azim
ACM SIGBED International Conference on Embedded Software (EMSOFT), RALEIGH, NC, USA [Accepted] 2024
FeaMod: Enhancing Modularity, Adaptability and Code Reuse in Embedded Software Development
Md Al Maruf, Akramul Azim, Nitin Auluck, Mansi Sahi
IEEE 25th International Conference on Information Reuse and Integration (IRI), San Jose, CA, USA, August, 2024
Optimizing DNN Training with Pipeline Model Parallelism for Enhanced Performance in Embedded Systems
Md Al Maruf, Akramul Azim, Nitin Auluck, Mansi Sahi
Elsevier Journal of Parallel and Distributed Computing (JPDC) (Impact Factor is 5.271)
April, 2024
Dynamic hierarchical intrusion detection task offloading in IoT edge networks
Mansi Sahi, Nitin Auluck, Akramul Azim, Md Al Maruf
Journal of Software: Practice and Experience (Wiley Online Library)
April, 2024
Anomaly Detection and Functional Testing for Automotive CAN Communication
Md Al Maruf and Akramul Azim
IEEE 18th Annual International Systems Conference (SYSCON) in Montreal, QC, Canada 2024
Towards Safe Online Machine Learning Model Training and Inference on Edge Networks
Md Al Maruf, Akramul Azim, Nitin Auluck and Mansi Sahi
22nd IEEE International Conference on Machine Learning and Applications (ICMLA), Jacksonville, Florida, USA
2023
Optimizing DNNs Model Partitioning for Enhanced Performance on Edge Devices
Md Al Maruf, Akramul Azim
The 36th Canadian Conference Artificial Intelligence (Canadian AI), Montreal, Canada,
2023
Automated Features and Requirements Identification for Improving CPS Software Reuse using Topic Modeling
Md Al Maruf, Akramul Azim
14th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), San Antonio, Texas / USA, 2023
Apr 4, 2023
Facilitating Reuse of Functions in Embedded Software
Md Al Maruf, Akramul Azim, Omar Alam
IEEE Access
Aug 26, 2022
Cognitive Mobile Computing for Cyber-Physical Systems (CPS)
Akramul Azim, Md Al Maruf
Book Chapter: Towards a Wireless Connected World: Achievements and New Technologies, Springer, Cham, pp (203-222)
May 18, 2022
Faster Fog Computing based Over-the-air Vehicular Updates: A Transfer Learning Approach
Md Al Maruf, Anil Singh, Akramul Azim, Nitin Auluck
IEEE Transactions on Services Computing (2022-2023 Journal’s Impact Factor is 11.019)
Jul 20, 2021
A Framework for Partitioning Support Vector Machine Models on Edge Architectures
Mansi Sahi, Md Al Maruf, Akramul Azim, Nitin Auluck
In 2021 IEEE International Conference on Smart Computing (SMARTCOMP), pp. 293-298. Irvine, CA, USA, 2021
Mushroom Demand Prediction Using Machine Learning Algorithms
Md Al Maruf, Akramul Azim and Sourojit Mukherjee
IEEE International Symposium on Networks, Computers and Communications (ISNCC’2020), Montreal, Canada
Jan 1, 2020
Resource efficient allocation of fog nodes for faster vehicular OTA updates
Md Al Maruf, Anil Singh, Akramul Azim and Nitin Auluck
IEEE International Symposium on Networks, Computers and Communications (ISNCC’2020), Montreal, Canada
Jan 1, 2020
Faster OTA updates in smart vehicles using fog computing
Kaneez Fizza, Nitin Auluck, Akramul Azim, Md Al Maruf, Anil Singh
Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing (UCC), Auckland, New Zealand
2019
A software-based calibration approach to increase the robustness of embedded systems
Al Maruf, Md, and Akramul Azim
International Journal of Embedded Systems: IJES
2019
Extending resources for avoiding overloads of mixed-criticality tasks in cyber-physical systems
Al Maruf, Md, and Akramul Azim
IET Cyber-Physical Systems Journal: Theory & Applications
2019
Requirements‑preserving design automation for multiprocessor embedded system applications
Al Maruf, Md, and Akramul Azim
Journal of Ambient Intelligence and Humanized Computing (AIHC)
2020
Software-based Monitoring for Calibration of Measurement Units in Real-time Systems
Al Maruf, Md, and Akramul Azim
IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society, Washington DC, USA
2018