Muhammad Nadzir Marsono

35 papers B 1C 4Misc 1Journal 23Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bufferless network traffic classification using reinforcement learning-based joint pruning-quantization. Evol. Intell. Muhammad Nor Azzafri Nor-Azman, Usman Ullah Sheikh, Mohammed Sultan Mohammed, Jeevan Sirkunan, Muhammad Nadzir Marsono
2025	J	`jnl`	A real-valued DCT-based spectral CNN architecture for efficient edge deep learning. Array Ibrahim Y. Alshareef, Ab Al-Hadi Ab Rahman, Mohamed Khalafalla Hassan, Mohd Shahrizal Rusli, Nuzhat Khan, Ali Manzak, Muhammad Nadzir Marsono
2025	J	`jnl`	DA+BMAC: Distance-Aware Bidirectional Medium Access Control for Mesh Wireless Network-on-Chip. IEEE Access Mohd Shahrizal Rusli, Asrani Lit, Muhammad Nadzir Marsono, Ab Al-Hadi Ab Rahman, Shahidatul Sadiah, Michael Loong Peng Tan, Suhaila Isaak, Norlina Paraman
2025	J	`jnl`	Systematic Literature Review of Machine Learning Models and Applications for Text Recognition. IEEE Access Nuzhat Khan, Ab Al-Hadi Ab Rahman, Shahriyar Masud Rizvi, Ibrahim Y. Alshareef, Muhammad Nadzir Marsono, Muhammad Paend Bakht, Mohd Shahrizal Rusli, Shahidatul Sadiah
2024	B	`conf`	Correlation-Aware Joint Pruning-Quantization using Graph Neural Networks. ICIP Muhammad Nor Azzafri Nor-Azman, Usman Ullah Sheikh, Mohammed Sultan Mohammed, Jeevan Sirkunan, Muhammad Nadzir Marsono
2024	—	`conf`	iCuSMAT-DT: A Two-Tier Detection Mechanism for High-Rate DDoS Attacks and Discriminating Benign Flash Traffic in Software-Defined Networks. SmartNets Anam Rajper, Norlina Binti Paraman, Muhammad Nadzir Marsono, Noor Jahan Rajper
2022	J	`jnl`	RtFog: A Real-Time FPGA-Based Fog Node With Remote Dynamically Reconfigurable Application Plane for Fog Analytics Redeployment. IEEE Trans. Green Commun. Netw. Tze Hon Tan, Chia Yee Ooi, Muhammad Nadzir Marsono
2021	J	`jnl`	A comprehensive survey of load balancing techniques in software-defined network. J. Netw. Comput. Appl. Mosab Hamdan, Entisar Hassan, Ahmed Abdelaziz, Abdallah Elhigazi Abdallah, Bushra Mohammed, Suleman Khan, Athanasios V. Vasilakos, Muhammad Nadzir Marsono
2021	J	`jnl`	Collaborative detection and mitigation of DDoS in software-defined networks. J. Supercomput. Omer Elsier Tayfour, Muhammad Nadzir Marsono
2021	J	`jnl`	PEW: Prediction-Based Early Dark Cores Wake-up Using Online Ridge Regression for Many-Core Systems. IEEE Access Mohammed Sultan Mohammed, Norlina Paraman, Ab Al-Hadi Ab Rahman, Fuad A. Ghaleb, Ahlam Al-Dhamari, Muhammad Nadzir Marsono
2021	J	`jnl`	Software-defined networks for resource allocation in cloud computing: A survey. Comput. Networks Arwa Mohamed, Mosab Hamdan, Suleman Khan, Ahmed Abdelaziz, Sharief F. Babiker, Muhammad Imran, Muhammad Nadzir Marsono
2020	J	`jnl`	Collaborative Detection and Mitigation of Distributed Denial-of-Service Attacks on Software-Defined Network. Mob. Networks Appl. Omer Elsier Tayfour, Muhammad Nadzir Marsono
2020	J	`jnl`	Edge Computing Intelligence Using Robust Feature Selection for Network Traffic Classification in Internet-of-Things. IEEE Access Bushra Mohammed, Mosab Hamdan, Joseph Stephen Bassi, Haitham A. Jamil, Suleman Khan, Abdallah Elhigazi Abdallah, Danda B. Rawat, Ismahani Binti Ismail, Muhammad Nadzir Marsono
2020	J	`jnl`	Flow-Aware Elephant Flow Detection for Software-Defined Networks. IEEE Access Mosab Hamdan, Bushra Mohammed, Usman Humayun, Ahmed Abdelaziz, Suleman Khan, M. Akhtar Ali, Muhammad Imran, Muhammad Nadzir Marsono
2018	—	`conf`	First Line Defense Against Spreading New Malware in the Network. CEEC Ban Mohammed Khammas, Sami Hasan, Noor Nateq, Joseph Stephen Bassi, Ismahani Binti Ismail, Muhammad Nadzir Marsono
2018	—	`conf`	drDRM: A PUF-Based Dynamically Reconfigurable DRM Mechanism for FPGA-Based Platform. CANDAR Tze Hon Tan, Chia Yee Ooi, Muhammad Nadzir Marsono
2017	—	`conf`	hpFog: A FPGA-Based Fog Computing Platform. NAS Tze Hon Tan, Chia Yee Ooi, Muhammad Nadzir Marsono
2016	J	`jnl`	An FPGA-Based Quantum Computing Emulation Framework Based on Serial-Parallel Architecture. Int. J. Reconfigurable Comput. Yee Hui Lee, Mohamed Khalil Hani, Muhammad Nadzir Marsono
2016	J	`jnl`	FPGA-Based Real-Time Moving Target Detection System for Unmanned Aerial Vehicle Application. Int. J. Reconfigurable Comput. Jia Wei Tang, Nasir Shaikh-Husin, Usman Ullah Sheikh, Muhammad Nadzir Marsono
2016	—	`conf`	Improved Flow Control for Minimal Fully Adaptive Routing in 2D Mesh NoC. NoCArc@MICRO Alireza Monemi, Chia Yee Ooi, Muhammad Nadzir Marsono, Maurizio Palesi
2016	J	`jnl`	Online Incremental Learning for High Bandwidth Network Traffic Classification. Appl. Comput. Intell. Soft Comput. Hui Ru Loo, Stephen Bassi Joseph, Muhammad Nadzir Marsono
2015	J	`jnl`	2-D DWT System Architecture for Image Compression. J. Signal Process. Syst. Boon Hui Ang, Usman Ullah Sheikh, Muhammad Nadzir Marsono
2015	J	`jnl`	Automated Dataset Generation for Training Peer-to-Peer Machine Learning Classifiers. J. Netw. Syst. Manag. Roozbeh Zarei, Alireza Monemi, Muhammad Nadzir Marsono
2015	J	`jnl`	Built-in Self Test Power and Test Time Analysis in On-chip Networks. Circuits Syst. Signal Process. Mahdieh Nadi Senejani, Mahdiar Hosein Ghadiry, Chia Yee Ooi, Muhammad Nadzir Marsono
2015	J	`jnl`	Incorporating known malware signatures to classify new malware variants in network traffic. Int. J. Netw. Manag. Ismahani Binti Ismail, Muhammad Nadzir Marsono, Ban Mohammed Khammas, Sulaiman Mohd Nor
2015	J	`jnl`	Low Latency Network-on-Chip Router Microarchitecture Using Request Masking Technique. Int. J. Reconfigurable Comput. Alireza Monemi, Chia Yee Ooi, Muhammad Nadzir Marsono
2015	Misc	`conf`	Virtual Channel and Switch Allocation for Low Latency Network-on-Chip Routers. FCCM Alireza Monemi, Chia Yee Ooi, Muhammad Nadzir Marsono
2014	C	`conf`	Hardware transactional memory on multi-processor FPGA platform. ISCAS Jeevan Sirkunan, Chia Yee Ooi, Nasir Shaikh-Husin, Yuan Wen Hau, Muhammad Nadzir Marsono
2014	J	`jnl`	Malware detection using augmented naive Bayes with domain knowledge and under presence of class noise. Int. J. Inf. Comput. Secur. Ismahani Binti Ismail, Muhammad Nadzir Marsono, Sulaiman Mohd Nor
2014	J	`jnl`	Network Partitioning Domain Knowledge Multiobjective Application Mapping for Large-Scale Network-on-Chip. Appl. Comput. Intell. Soft Comput. Yin Zhen Tei, Yuan Wen Hau, Nasir Shaikh-Husin, Muhammad Nadzir Marsono
2014	J	`jnl`	Stateless Malware Packet Detection by Incorporating Naive Bayes with Known Malware Signatures. Appl. Comput. Intell. Soft Comput. Ismahani Binti Ismail, Sulaiman Mohd Nor, Muhammad Nadzir Marsono
2013	C	`conf`	Selection of On-line Features for Peer-to-Peer Network Traffic Classification. ISI Haitham A. Jamil, Aliyu Mohammed, A. Hamza, Sulaiman Mohd Nor, Muhammad Nadzir Marsono
2012	C	`conf`	Parameterizable Decision Tree Classifier on NetFPGA. ISI Alireza Monemi, Roozbeh Zarei, Muhammad Nadzir Marsono, Mohamed Khalil Hani
2012	C	`conf`	Retraining Mechanism for On-Line Peer-to-Peer Traffic Classification. ISI Roozbeh Zarei, Alireza Monemi, Muhammad Nadzir Marsono
2011	—	`conf`	Network Worm Propagation Model Based on a Campus Network Topology. iThings/CPSCom Aliyu Mohammed, Sulaiman Mohd Nor, Muhammad Nadzir Marsono