Muhammad N. Marsono

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 24

Top Topics

Transactional Memory

Incremental Learning

Top Venues

Publications

Arwa M. Eldhai, Mosab Hamdan, Ahmed Abdelaziz, Ibrahim Abaker Targio Hashem, Sharief F. Babiker, Muhammad N. Marsono, Muzaffar Hamzah, Noor Zaman Jhanjhi
Improved Feature Selection and Stream Traffic Classification Based on Machine Learning in Software-Defined Networks. IEEE Access 12 (2024)
Mosab Hamdan, Hashim Eltahir Ahmed Elshafie, Sayeed Haider Salih, Samah Abdelsalam, Omayma Husain, Mohammed Salih Mohammed Gismalla, Mustafa Ghaleb, Muhammad N. Marsono
Elephant flow detection intelligence for software-defined networks: a survey on current techniques and future direction. Evol. Intell. 17 (4) (2024)
Mohammed Sultan Mohammed, Ahlam Al-Dhamari, Waddah Saeed, Fatima N. Al-Aswadi, Sami Abdulla Mohsen Saleh, Muhammad N. Marsono
Motion Pattern-Based Scene Classification Using Adaptive Synthetic Oversampling and Fully Connected Deep Neural Network. IEEE Access 11 (2023)
Mohammed Sultan Mohammed, Ahlam Al-Dhamari, Mosab Hamdan, Abdul-Malik H. Y. Saad, Antar S. H. Abdul-Qawy, Muhammad N. Marsono
3D-DNaPE: Dynamic Neighbor-Aware Performance Enhancement for Thermally Constrained 3D Many-Core Systems. IEEE Access 11 (2023)
Mosab Hamdan, Arwa M. Eldhai, Samah Abdelsalam, Kifayat Ullah, Ali Kashif Bashir, Muhammad N. Marsono, Fabio Kon, Daniel Macêdo Batista
A Two-Tier Anomaly-based Intrusion Detection Approach for IoT-Enabled Smart Cities. INFOCOM Workshops (2023)
Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono
An FPGA-based IP Core Subscription-Oriented Fog Computing Platform. IPDPS Workshops (2022)
Arwa Mohamed, Mosab Hamdan, Suleman Khan, Muzaffar Hamzah, Muhammad N. Marsono
Traffic Classification based on Incremental Learning Algorithms for the Software-Defined Networks. FIT (2022)
Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono
An FPGA-based Middlebox with Remote Dynamically Reconfigurable Application Plane. TENCON (2021)
Ayodeji Ireti Fasiku, Olagoke Oladokun, Shahrizal Rusli, Muhammad N. Marsono
A Centralized Token-based Medium Access Control Mechanism for Wireless Network-on-Chip. ICAICST (2021)
Mosab Hamdan, Suleman Khan, Ahmed Abdelaziz, Shahidatul Sadiah, Nasir Shaikh-Husin, Sattam Al Otaibi, Carsten Maple, Muhammad N. Marsono
DPLBAnt: Improved load balancing technique based on detection and rerouting of elephant flows in software-defined networks. Comput. Commun. 180 (2021)
Usman Humayun, Mosab Hamdan, Muhammad N. Marsono
Early Flow Table Eviction Impact on Delay and Throughput in Software-Defined Networks. ICCSCE (2021)
Jeevan Sirkunan, Nasir Shaikh-Husin, Muhammad N. Marsono
Interleaved Incremental/Decremental Support Vector Machine for Embedded System. ISCAS (2019)
Jia Wei Tang, Nasir Shaikh-Husin, Usman Ullah Sheikh, Muhammad N. Marsono
A linked list run-length-based single-pass connected component analysis for real-time embedded hardware. J. Real Time Image Process. 15 (1) (2018)
Yee Hui Lee, Mohamed Khalil Hani, Muhammad N. Marsono
Improved quantum circuit modelling based on Heisenberg representation. Quantum Inf. Process. 17 (2) (2018)
Alireza Monemi, Jia Wei Tang, Maurizio Palesi, Muhammad N. Marsono
ProNoC: A low latency network-on-chip based many-core system-on-chip prototyping platform. Microprocess. Microsystems 54 (2017)
Jeevan Sirkunan, Chia Yee Ooi, Nasir Shaikh-Husin, Yuan Wen Hau, Muhammad N. Marsono
Hardware transactional memory architecture with adaptive version management for multi-processor FPGA platforms. J. Syst. Archit. 73 (2017)
Alireza Monemi, Chia Yee Ooi, Maurizio Palesi, Muhammad N. Marsono
Ping-lock round robin arbiter. Microelectron. J. 63 (2017)
Hui Ru Loo, Muhammad N. Marsono
Online network traffic classification with incremental learning. Evol. Syst. 7 (2) (2016)
Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono
A modular architecture for dynamically reconfigurable middlebox with customized reconfiguration handler. FPT (2016)
Hui Ru Loo, Muhammad N. Marsono
Online data stream classification with incremental semi-supervised learning. CODS (2015)
Jia Wei Tang, Yuan Wen Hau, Muhammad N. Marsono
Hardware/software partitioning of embedded System-on-Chip applications. VLSI-SoC (2015)
Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono
rrBox: A remote dynamically reconfigurable network processing middlebox. FPL (2015)
Andrea Mineo, Mohd Shahrizal Rusli, Maurizio Palesi, Giuseppe Ascia, Vincenzo Catania, Muhammad N. Marsono
A closed loop transmitting power self-calibration scheme for energy efficient WiNoC architectures. DATE (2015)
Jeevan Sirkunan, Chia Yee Ooi, Muhammad N. Shaikh-Husin, Yuan Wen Hau, Muhammad N. Marsono
Adaptive Configurable Transactional Memory for Multi-processor FPGA Platforms. FCCM (2015)
Vishnu P. Nambiar, Mohamed Khalil Hani, Riadh Sahnoun, Muhammad N. Marsono
Hardware implementation of evolvable block-based neural networks utilizing a cost efficient sigmoid-like activation function. Neurocomputing 140 (2014)
Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono
rrBox: A Remote Dynamically Reconfigurable Middlebox for Network Protection. CANDAR (2014)
Yee Hui Lee, Mohamed Khalil Hani, Muhammad N. Marsono
FPGA-based quantum circuit emulation: A case study on Quantum Fourier transform. ISIC (2014)
Tze Hon Tan, Chia Yee Ooi, Muhammad N. Marsono
rrBox: Remote dynamically reconfigurable middlebox using NetFPGA. ISCIT (2014)
Tze Hon Tan, Chia Yee Ooi, Yuan Wen Hau, Nasir Shaikh-Husin, Muhammad N. Marsono
Remote dynamically reconfigurable platform using NetFPGA. ISCAS (2014)
Ling Kim Loo, Chia Yee Ooi, V. Y. Liew, Yuan Wen Hau, Muhammad N. Marsono
Packet logging mechanism for adaptive online fault detection on Network-on-Chip. ISCAS (2014)
Mohd Shahrizal Rusli, Andrea Mineo, Maurizio Palesi, Giuseppe Ascia, Vincenzo Catania, Muhammad N. Marsono
A Closed Loop Control based Power Manager for WiNoC Architectures. MES (2014)
Vishnu P. Nambiar, Mohamed Khalil Hani, Muhammad N. Marsono, Chen Wei Sia
Optimization of structure and system latency in evolvable block-based neural networks using genetic algorithm. Neurocomputing 145 (2014)
Alireza Monemi, Roozbeh Zarei, Muhammad N. Marsono
Online NetFPGA decision tree statistical traffic classifier. Comput. Commun. 36 (12) (2013)
Sieng Wong, Chia Yee Ooi, Yuan Wen Hau, Muhammad N. Marsono, Nasir Shaikh-Husin
Feasible transition path generation for EFSM-based system testing. ISCAS (2013)
Mohamed Khalil Hani, Muhammad N. Marsono, Rabia Bakhteri
Biometric encryption based on a fuzzy vault scheme with a fast chaff generation algorithm. Future Gener. Comput. Syst. 29 (3) (2013)
Mahdieh Nadi Senjani, Mahdiar Hosein Ghadiry, Chia Yee Ooi, Muhammad N. Marsono
A Semi-Analytical Approach to Study the Energy Consumption of On-Chip Networks Testing. J. Low Power Electron. 9 (2) (2013)
Vishnu P. Nambiar, Sathivellu Balakrishnan, Mohamed Khalil Hani, Muhammad N. Marsono
HW/SW co-design of reconfigurable hardware-based genetic algorithm in FPGAs applicable to a variety of problems. Computing 95 (9) (2013)
Yin Zhen Tei, Muhammad N. Marsono, Nasir Shaikh-Husin, Yuan Wen Hau
Network partitioning and GA heuristic crossover for NoC application mapping. ISCAS (2013)
Mohamed Khalil Hani, Vishnu P. Nambiar, Muhammad N. Marsono
Co-simulation methodology for improved design and verification of hardware neural networks. IECON (2013)
Muhammad N. Marsono
Packet-level open-digest fingerprinting for spam detection on middleboxes. Int. J. Netw. Manag. 22 (1) (2012)
Mohamed Khalil Hani, Vishnu P. Nambiar, Muhammad N. Marsono
GA-based parameter tuning in finger-vein biometric embedded systems for information security. ICCC (2012)
Yuan Wen Hau, Muhammad N. Marsono, Chia Yee Ooi, Mohamed Khalil Hani
A Network-on-Chip simulation framework for homogeneous Multi-Processor System-on-Chip. ASICON (2011)
Ismahani Binti Ismail, Muhammad N. Marsono, Sulaiman Mohd Nor
Detecting Worms Using Data Mining Techniques: Learning in the Presence of Class Noise. SITIS (2010)
Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali
Targeting spam control on middleboxes: Spam detection based on layer-3 e-mail content classification. Comput. Networks 53 (6) (2009)
Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali
A spam rejection scheme during SMTP sessions based on layer-3 e-mail classification. J. Netw. Comput. Appl. 32 (1) (2009)
Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali
Prioritized e-mail servicing to reduce non-spam delay and loss: A performance analysis. Int. J. Netw. Manag. 18 (4) (2008)
Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali
Binary LNS-based naive Bayes inference engine for spam control: noise analysis and FPGA implementation. IET Comput. Digit. Tech. 2 (1) (2008)
Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali, Sudhakar Ganti
Distributed Layer-3 E-Mail Classification for Spam Control. CCECE (2006)
Muhammad N. Marsono, M. Watheq El-Kharashi, Fayez Gebali
Binary LNS-based naive Bayes hardware classifier for spam control. ISCAS (2006)