Md. Al Maruf

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Embedded Systems

Anomaly Detection

Weather Conditions

Timing Constraints

Top Venues

Int. J. Embed. Syst.

IEEE Trans. Serv. Comput.

Publications

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)
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)
Md. Al Maruf, Akramul Azim
Optimizing DNNs Model Partitioning for Enhanced Performance on Edge Devices. Canadian AI (2023)
Md. Al Maruf, Akramul Azim, Nitin Auluck, Mansi Sahi
Towards Safe Online Machine Learning Model Training and Inference on Edge Networks. ICMLA (2023)
Md. Al Maruf, Akramul Azim, Omar Alam
Facilitating Reuse of Functions in Embedded Software. IEEE Access 10 (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)
Mansi Sahi, Md. Al Maruf, Akramul Azim, Nitin Auluck
A Framework for Partitioning Support Vector Machine Models on Edge Architectures. SMARTCOMP (2021)
Md. Al Maruf, Akramul Azim
Requirements-preserving design automation for multiprocessor embedded system applications. J. Ambient Intell. Humaniz. Comput. 12 (1) (2021)
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)
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)
Kaneez Fizza, Nitin Auluck, Akramul Azim, Md. Al Maruf, Anil Singh
Faster OTA Updates in Smart Vehicles using Fog Computing. UCC Companion (2019)
Md. Al Maruf, Akramul Azim
Software-based Monitoring for Calibration of Measurement Units in Real-time Systems. IECON (2018)