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Md. Al Maruf
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Journal Articles
- 2024
- [j6]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: 104890 (2024) - 2022
- [j5]Md. Al Maruf, Akramul Azim, Omar Alam
:
Facilitating Reuse of Functions in Embedded Software. IEEE Access 10: 88595-88605 (2022) - [j4]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): 3245-3259 (2022) - 2021
- [j3]Md. Al Maruf
, Akramul Azim:
Requirements-preserving design automation for multiprocessor embedded system applications. J. Ambient Intell. Humaniz. Comput. 12(1): 821-833 (2021) - 2020
- [j2]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): 60-70 (2020) - [j1]Md. Al Maruf, Akramul Azim:
A software-based calibration approach to increase the robustness of embedded systems. Int. J. Embed. Syst. 13(4): 466-475 (2020)
Conference and Workshop Papers
- 2024
- [c9]Md. Al Maruf, Akramul Azim:
Anomaly Detection and Functional Testing for Automotive CAN Communication. SysCon 2024: 1-8 - 2023
- [c8]Md. Al Maruf, Akramul Azim:
Optimizing DNNs Model Partitioning for Enhanced Performance on Edge Devices. Canadian AI 2023 - [c7]Md. Al Maruf
, Akramul Azim
:
Automated Features and Requirements Identification for Improving CPS Software Reuse using Topic Modeling. ICCPS 2023: 262-263 - [c6]Md. Al Maruf, Akramul Azim, Nitin Auluck, Mansi Sahi:
Towards Safe Online Machine Learning Model Training and Inference on Edge Networks. ICMLA 2023: 1082-1089 - 2021
- [c5]Mansi Sahi, Md. Al Maruf, Akramul Azim, Nitin Auluck:
A Framework for Partitioning Support Vector Machine Models on Edge Architectures. SMARTCOMP 2021: 293-298 - 2020
- [c4]Md. Al Maruf, Akramul Azim, Sourojit Mukherjee:
Mushroom Demand Prediction Using Machine Learning Algorithms. ISNCC 2020: 1-6 - [c3]Md. Al Maruf, Anil Singh
, Akramul Azim, Nitin Auluck:
Resource efficient allocation of fog nodes for faster vehicular OTA updates. ISNCC 2020: 1-6 - 2019
- [c2]Kaneez Fizza, Nitin Auluck, Akramul Azim, Md. Al Maruf, Anil Singh
:
Faster OTA Updates in Smart Vehicles using Fog Computing. UCC Companion 2019: 59-64 - 2018
- [c1]Md. Al Maruf, Akramul Azim:
Software-based Monitoring for Calibration of Measurement Units in Real-time Systems. IECON 2018: 2941-2946
Coauthor Index
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