Muhammad N. Marsono

According to our database, Muhammad N. Marsono authored at least 79 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Elephant flow detection intelligence for software-defined networks: a survey on current techniques and future direction.

Mosab Hamdan, Hashim Eltahir Ahmed Elshafie, Sayeed Haider Salih, Samah Abdelsalam, Omayma Husain, Mohammed Salih Mohammed Gismalla, Mustafa Ghaleb, Muhammad N. Marsono

Evol. Intell., August, 2024

Improved Feature Selection and Stream Traffic Classification Based on Machine Learning in Software-Defined Networks.

Arwa M. Eldhai, Mosab Hamdan, Ahmed Abdelaziz, Ibrahim Abaker Targio Hashem, Sharief F. Babiker, Muhammad N. Marsono, Muzaffar Hamzah, Noor Zaman Jhanjhi

IEEE Access, 2024

iCuSMAT-DT: A Two-Tier Detection Mechanism for High-Rate DDoS Attacks and Discriminating Benign Flash Traffic in Software-Defined Networks.

Anam Rajper, Norlina Binti Paraman, Muhammad Nadzir Marsono, Noor Jahan Rajper

Proceedings of the International Conference on Smart Applications, 2024

2023

Motion Pattern-Based Scene Classification Using Adaptive Synthetic Oversampling and Fully Connected Deep Neural Network.

Mohammed Sultan Mohammed, Ahlam Al-Dhamari, Waddah Saeed, Fatima N. Al-Aswadi, Sami Abdulla Mohsen Saleh, Muhammad N. Marsono

IEEE Access, 2023

3D-DNaPE: Dynamic Neighbor-Aware Performance Enhancement for Thermally Constrained 3D Many-Core Systems.

Mohammed Sultan Mohammed, Ahlam Al-Dhamari, Mosab Hamdan, Abdul-Malik H. Y. Saad, Antar S. H. Abdul-Qawy, Muhammad N. Marsono

IEEE Access, 2023

A Two-Tier Anomaly-based Intrusion Detection Approach for IoT-Enabled Smart Cities.

Mosab Hamdan, Arwa M. Eldhai, Samah Abdelsalam, Kifayat Ullah, Ali Kashif Bashir, Muhammad N. Marsono, Fabio Kon, Daniel Macêdo Batista

Proceedings of the IEEE INFOCOM 2023, 2023

2022

RtFog: A Real-Time FPGA-Based Fog Node With Remote Dynamically Reconfigurable Application Plane for Fog Analytics Redeployment.

Tze Hon Tan, Chia Yee Ooi, Muhammad Nadzir Marsono

IEEE Trans. Green Commun. Netw., 2022

An FPGA-based IP Core Subscription-Oriented Fog Computing Platform.

Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Traffic Classification based on Incremental Learning Algorithms for the Software-Defined Networks.

Arwa Mohamed, Mosab Hamdan, Suleman Khan, Muzaffar Hamzah, Muhammad N. Marsono

Proceedings of the International Conference on Frontiers of Information Technology, 2022

2021

Collaborative detection and mitigation of DDoS in software-defined networks.

Omer Elsier Tayfour, Muhammad Nadzir Marsono

J. Supercomput., 2021

A comprehensive survey of load balancing techniques in software-defined network.

Mosab Hamdan, Entisar Hassan, Ahmed Abdelaziz, Abdallah Elhigazi Abdallah, Bushra Mohammed, Suleman Khan, Athanasios V. Vasilakos, Muhammad Nadzir Marsono

J. Netw. Comput. Appl., 2021

DPLBAnt: Improved load balancing technique based on detection and rerouting of elephant flows in software-defined networks.

Mosab Hamdan, Suleman Khan, Ahmed Abdelaziz, Shahidatul Sadiah, Nasir Shaikh-Husin, Sattam Al Otaibi, Carsten Maple, Muhammad N. Marsono

Comput. Commun., 2021

Software-defined networks for resource allocation in cloud computing: A survey.

Arwa Mohamed, Mosab Hamdan, Suleman Khan, Ahmed Abdelaziz, Sharief F. Babiker, Muhammad Imran, Muhammad Nadzir Marsono

Comput. Networks, 2021

PEW: Prediction-Based Early Dark Cores Wake-up Using Online Ridge Regression for Many-Core Systems.

Mohammed Sultan Mohammed, Norlina Paraman, Ab Al-Hadi Ab Rahman, Fuad A. Ghaleb, Ahlam Al-Dhamari, Muhammad Nadzir Marsono

IEEE Access, 2021

An FPGA-based Middlebox with Remote Dynamically Reconfigurable Application Plane.

Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono

Proceedings of the IEEE Region 10 Conference, 2021

Early Flow Table Eviction Impact on Delay and Throughput in Software-Defined Networks.

Usman Humayun, Mosab Hamdan, Muhammad N. Marsono

Proceedings of the 11th IEEE International Conference on Control System, 2021

A Centralized Token-based Medium Access Control Mechanism for Wireless Network-on-Chip.

Ayodeji Ireti Fasiku, Olagoke Oladokun, Shahrizal Rusli, Muhammad N. Marsono

Proceedings of the International Conference on Artificial Intelligence and Computer Science Technology, 2021

2020

Collaborative Detection and Mitigation of Distributed Denial-of-Service Attacks on Software-Defined Network.

Omer Elsier Tayfour, Muhammad Nadzir Marsono

Mob. Networks Appl., 2020

Edge Computing Intelligence Using Robust Feature Selection for Network Traffic Classification in Internet-of-Things.

Bushra Mohammed, Mosab Hamdan, Joseph Stephen Bassi, Haitham A. Jamil, Suleman Khan, Abdallah Elhigazi Abdallah, Danda B. Rawat, Ismahani Binti Ismail, Muhammad Nadzir Marsono

IEEE Access, 2020

Flow-Aware Elephant Flow Detection for Software-Defined Networks.

Mosab Hamdan, Bushra Mohammed, Usman Humayun, Ahmed Abdelaziz, Suleman Khan, M. Akhtar Ali, Muhammad Imran, Muhammad Nadzir Marsono

IEEE Access, 2020

2019

Interleaved Incremental/Decremental Support Vector Machine for Embedded System.

Jeevan Sirkunan, Nasir Shaikh-Husin, Muhammad N. Marsono

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

Improved quantum circuit modelling based on Heisenberg representation.

Yee Hui Lee, Mohamed Khalil Hani, Muhammad N. Marsono

Quantum Inf. Process., 2018

A linked list run-length-based single-pass connected component analysis for real-time embedded hardware.

Jia Wei Tang, Nasir Shaikh-Husin, Usman Ullah Sheikh, Muhammad N. Marsono

J. Real Time Image Process., 2018

drDRM: A PUF-Based Dynamically Reconfigurable DRM Mechanism for FPGA-Based Platform.

Tze Hon Tan, Chia Yee Ooi, Muhammad Nadzir Marsono

Proceedings of the Sixth International Symposium on Computing and Networking, 2018

First Line Defense Against Spreading New Malware in the Network.

Ban Mohammed Khammas, Sami Hasan, Noor Nateq, Joseph Stephen Bassi, Ismahani Binti Ismail, Muhammad Nadzir Marsono

Proceedings of the 2018 10th Computer Science and Electronic Engineering Conference, 2018

2017

Ping-lock round robin arbiter.

Alireza Monemi, Chia Yee Ooi, Maurizio Palesi, Muhammad N. Marsono

Microelectron. J., 2017

ProNoC: A low latency network-on-chip based many-core system-on-chip prototyping platform.

Alireza Monemi, Jia Wei Tang, Maurizio Palesi, Muhammad N. Marsono

Microprocess. Microsystems, 2017

Hardware transactional memory architecture with adaptive version management for multi-processor FPGA platforms.

Jeevan Sirkunan, Chia Yee Ooi, Nasir Shaikh-Husin, Yuan Wen Hau, Muhammad N. Marsono

J. Syst. Archit., 2017

hpFog: A FPGA-Based Fog Computing Platform.

Tze Hon Tan, Chia Yee Ooi, Muhammad Nadzir Marsono

Proceedings of the 2017 International Conference on Networking, Architecture, and Storage, 2017

2016

FPGA-Based Real-Time Moving Target Detection System for Unmanned Aerial Vehicle Application.

Jia Wei Tang, Nasir Shaikh-Husin, Usman Ullah Sheikh, Muhammad Nadzir Marsono

Int. J. Reconfigurable Comput., 2016

An FPGA-Based Quantum Computing Emulation Framework Based on Serial-Parallel Architecture.

Yee Hui Lee, Mohamed Khalil Hani, Muhammad Nadzir Marsono

Int. J. Reconfigurable Comput., 2016

Online network traffic classification with incremental learning.

Hui Ru Loo, Muhammad N. Marsono

Evol. Syst., 2016

Online Incremental Learning for High Bandwidth Network Traffic Classification.

Hui Ru Loo, Stephen Bassi Joseph, Muhammad Nadzir Marsono

Appl. Comput. Intell. Soft Comput., 2016

Improved Flow Control for Minimal Fully Adaptive Routing in 2D Mesh NoC.

Alireza Monemi, Chia Yee Ooi, Muhammad Nadzir Marsono, Maurizio Palesi

Proceedings of the 9th International Workshop on Network on Chip Architectures, 2016

A modular architecture for dynamically reconfigurable middlebox with customized reconfiguration handler.

Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono

Proceedings of the 2016 International Conference on Field-Programmable Technology, 2016

2015

2-D DWT System Architecture for Image Compression.

Boon Hui Ang, Usman Ullah Sheikh, Muhammad Nadzir Marsono

J. Signal Process. Syst., 2015

Automated Dataset Generation for Training Peer-to-Peer Machine Learning Classifiers.

Roozbeh Zarei, Alireza Monemi, Muhammad Nadzir Marsono

J. Netw. Syst. Manag., 2015

Low Latency Network-on-Chip Router Microarchitecture Using Request Masking Technique.

Alireza Monemi, Chia Yee Ooi, Muhammad Nadzir Marsono

Int. J. Reconfigurable Comput., 2015

Incorporating known malware signatures to classify new malware variants in network traffic.

Ismahani Binti Ismail, Muhammad Nadzir Marsono, Ban Mohammed Khammas, Sulaiman Mohd Nor

Int. J. Netw. Manag., 2015

Built-in Self Test Power and Test Time Analysis in On-chip Networks.

Mahdieh Nadi Senejani, Mahdiar Hosein Ghadiry, Chia Yee Ooi, Muhammad Nadzir Marsono

Circuits Syst. Signal Process., 2015

Hardware/software partitioning of embedded System-on-Chip applications.

Jia Wei Tang, Yuan Wen Hau, Muhammad N. Marsono

Proceedings of the 2015 IFIP/IEEE International Conference on Very Large Scale Integration, 2015

rrBox: A remote dynamically reconfigurable network processing middlebox.

Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono

Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

Adaptive Configurable Transactional Memory for Multi-processor FPGA Platforms.

Jeevan Sirkunan, Chia Yee Ooi, Muhammad N. Shaikh-Husin, Yuan Wen Hau, Muhammad N. Marsono

Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

Virtual Channel and Switch Allocation for Low Latency Network-on-Chip Routers.

Alireza Monemi, Chia Yee Ooi, Muhammad Nadzir Marsono

Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

A closed loop transmitting power self-calibration scheme for energy efficient WiNoC architectures.

Andrea Mineo, Mohd Shahrizal Rusli, Maurizio Palesi, Giuseppe Ascia, Vincenzo Catania, Muhammad N. Marsono

Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Online data stream classification with incremental semi-supervised learning.

Hui Ru Loo, Muhammad N. Marsono

Proceedings of the Second ACM IKDD Conference on Data Sciences, 2015

2014

Hardware implementation of evolvable block-based neural networks utilizing a cost efficient sigmoid-like activation function.

Vishnu P. Nambiar, Mohamed Khalil Hani, Riadh Sahnoun, Muhammad N. Marsono

Neurocomputing, 2014

Optimization of structure and system latency in evolvable block-based neural networks using genetic algorithm.

Vishnu P. Nambiar, Mohamed Khalil Hani, Muhammad N. Marsono, Chen Wei Sia

Neurocomputing, 2014

Malware detection using augmented naive Bayes with domain knowledge and under presence of class noise.

Ismahani Binti Ismail, Muhammad Nadzir Marsono, Sulaiman Mohd Nor

Int. J. Inf. Comput. Secur., 2014

Network Partitioning Domain Knowledge Multiobjective Application Mapping for Large-Scale Network-on-Chip.

Yin Zhen Tei, Yuan Wen Hau, Nasir Shaikh-Husin, Muhammad Nadzir Marsono

Appl. Comput. Intell. Soft Comput., 2014

Stateless Malware Packet Detection by Incorporating Naive Bayes with Known Malware Signatures.

Ismahani Binti Ismail, Sulaiman Mohd Nor, Muhammad Nadzir Marsono

Appl. Comput. Intell. Soft Comput., 2014

FPGA-based quantum circuit emulation: A case study on Quantum Fourier transform.

Yee Hui Lee, Mohamed Khalil Hani, Muhammad N. Marsono

Proceedings of the 2014 International Symposium on Integrated Circuits (ISIC), 2014

rrBox: Remote dynamically reconfigurable middlebox using NetFPGA.

Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono

Proceedings of the 14th International Symposium on Communications and Information Technologies, 2014

Remote dynamically reconfigurable platform using NetFPGA.

Tze Hon Tan, Chia Yee Ooi, Yuan Wen Hau, Nasir Shaikh-Husin, Muhammad N. Marsono

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Hardware transactional memory on multi-processor FPGA platform.

Jeevan Sirkunan, Chia Yee Ooi, Nasir Shaikh-Husin, Yuan Wen Hau, Muhammad Nadzir Marsono

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Packet logging mechanism for adaptive online fault detection on Network-on-Chip.

Ling Kim Loo, Chia Yee Ooi, V. Y. Liew, Yuan Wen Hau, Muhammad N. Marsono

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

A Closed Loop Control based Power Manager for WiNoC Architectures.

Mohd Shahrizal Rusli, Andrea Mineo, Maurizio Palesi, Giuseppe Ascia, Vincenzo Catania, Muhammad N. Marsono

Proceedings of the 2nd International Workshop on Many-core Embedded Systems, 2014

rrBox: A Remote Dynamically Reconfigurable Middlebox for Network Protection.

Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono

Proceedings of the Second International Symposium on Computing and Networking, 2014

2013

A Semi-Analytical Approach to Study the Energy Consumption of On-Chip Networks Testing.

Mahdieh Nadi Senjani, Mahdiar Hosein Ghadiry, Chia Yee Ooi, Muhammad N. Marsono

J. Low Power Electron., 2013

Biometric encryption based on a fuzzy vault scheme with a fast chaff generation algorithm.

Mohamed Khalil Hani, Muhammad N. Marsono, Rabia Bakhteri

Future Gener. Comput. Syst., 2013

HW/SW co-design of reconfigurable hardware-based genetic algorithm in FPGAs applicable to a variety of problems.

Vishnu P. Nambiar, Sathivellu Balakrishnan, Mohamed Khalil Hani, Muhammad N. Marsono

Computing, 2013

Online NetFPGA decision tree statistical traffic classifier.

Alireza Monemi, Roozbeh Zarei, Muhammad N. Marsono

Comput. Commun., 2013

Feasible transition path generation for EFSM-based system testing.

Sieng Wong, Chia Yee Ooi, Yuan Wen Hau, Muhammad N. Marsono, Nasir Shaikh-Husin

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Network partitioning and GA heuristic crossover for NoC application mapping.

Yin Zhen Tei, Muhammad N. Marsono, Nasir Shaikh-Husin, Yuan Wen Hau

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

Selection of On-line Features for Peer-to-Peer Network Traffic Classification.

Haitham A. Jamil, Aliyu Mohammed, A. Hamza, Sulaiman Mohd Nor, Muhammad Nadzir Marsono

Proceedings of the Recent Advances in Intelligent Informatics, 2013

Co-simulation methodology for improved design and verification of hardware neural networks.

Mohamed Khalil Hani, Vishnu P. Nambiar, Muhammad N. Marsono

Proceedings of the IECON 2013, 2013

2012

Packet-level open-digest fingerprinting for spam detection on middleboxes.

Muhammad N. Marsono

Int. J. Netw. Manag., 2012

Retraining Mechanism for On-Line Peer-to-Peer Traffic Classification.

Roozbeh Zarei, Alireza Monemi, Muhammad Nadzir Marsono

Proceedings of the Intelligent Informatics, 2012

Parameterizable Decision Tree Classifier on NetFPGA.

Alireza Monemi, Roozbeh Zarei, Muhammad Nadzir Marsono, Mohamed Khalil Hani

Proceedings of the Intelligent Informatics, 2012

GA-based parameter tuning in finger-vein biometric embedded systems for information security.

Mohamed Khalil Hani, Vishnu P. Nambiar, Muhammad N. Marsono

Proceedings of the 2012 1st IEEE International Conference on Communications in China (ICCC), 2012

2011

Network Worm Propagation Model Based on a Campus Network Topology.

Aliyu Mohammed, Sulaiman Mohd Nor, Muhammad Nadzir Marsono

Proceedings of the 2011 IEEE International Conference on Internet of Things (iThings) & 4th IEEE International Conference on Cyber, 2011

A Network-on-Chip simulation framework for homogeneous Multi-Processor System-on-Chip.

Yuan Wen Hau, Muhammad N. Marsono, Chia Yee Ooi, Mohamed Khalil Hani

Proceedings of the 2011 IEEE 9th International Conference on ASIC, 2011

2010

Detecting Worms Using Data Mining Techniques: Learning in the Presence of Class Noise.

Ismahani Binti Ismail, Muhammad N. Marsono, Sulaiman Mohd Nor

Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

2009

A spam rejection scheme during SMTP sessions based on layer-3 e-mail classification.

Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali

J. Netw. Comput. Appl., 2009

Targeting spam control on middleboxes: Spam detection based on layer-3 e-mail content classification.

Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali

Comput. Networks, 2009

2008

Prioritized e-mail servicing to reduce non-spam delay and loss: A performance analysis.

Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali

Int. J. Netw. Manag., 2008

Binary LNS-based naive Bayes inference engine for spam control: noise analysis and FPGA implementation.

Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali

IET Comput. Digit. Tech., 2008

2006

Binary LNS-based naive Bayes hardware classifier for spam control.

Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Distributed Layer-3 E-Mail Classification for Spam Control.

Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali, Sudhakar Ganti

Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006