Zubair Md. Fadlullah

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 108

Top Venues

Publications

Brahma Reddy Tanuboddi, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda
Optimizing VNF Migration in B5G Core Networks: A Machine Learning Approach. SmartNets (2024)
Harshith Vaitla, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda
Combating Malware Traffic in Emerging Networks: A Collaborative Learning Approach. SmartNets (2024)
Antora Dev, Mostafa M. Fouda, Leslie Kerby, Zubair Md. Fadlullah
Advancing Malaria Identification From Microscopic Blood Smears Using Hybrid Deep Learning Frameworks. IEEE Access 12 (2024)
Elmahedi Mahalal, Muhammad Ismail, Zi-Yang Wu, Mostafa M. Fouda, Zubair Md. Fadlullah, Nei Kato
Robust Deep Learning-Based Secret Key Generation in Dynamic LiFi Networks Against Concept Drift. CCNC (2024)
Eyad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda
A Robust Federated Learning Approach for Combating Attacks Against IoT Systems Under Non-IID Challenges. SmartNets (2024)
Mohamed I. Ibrahem, Mostafa M. Fouda, Zubair Md. Fadlullah
FedSafe-No KDC Needed: Decentralized Federated Learning with Enhanced Security and Efficiency. CCNC (2024)
Ahmed F. Ashour, Mostafa M. Fouda, Zubair Md. Fadlullah, Mohamed I. Ibrahem
Enhancing Diabetes Prediction Based on Pair-Wise Ensemble Learning Model Selection. SmartNets (2024)
Asif Rasheed, Zubair Md. Fadlullah, Mostafa M. Fouda
Optimizing Feature Panels for Effective Model Training Toward Early Diagnosis of Alzheimer's Disease. SmartNets (2024)
Iqra Batool, Mostafa M. Fouda, Zubair Md. Fadlullah
Deep Learning-Based Throughput Prediction in 5G Cellular Networks. SmartNets (2024)
Gad Gad, Aya Farrag, Ahmed AboElfotouh, Khaled Bedda, Zubair Md. Fadlullah, Mostafa M. Fouda
Joint Self-Organizing Maps and Knowledge-Distillation-Based Communication-Efficient Federated Learning for Resource-Constrained UAV-IoT Systems. IEEE Internet Things J. 11 (9) (2024)
Aya Farrag, Zubair Md. Fadlullah, Mostafa M. Fouda, Nabil Sharaf Almalki
Survival-Based Treatment Planning Using Stage-Specific Machine Learning Models. IEEE Access 11 (2023)
Aya Farrag, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda, Maazen Alsabaan
An Explainable AI System for Medical Image Segmentation With Preserved Local Resolution: Mammogram Tumor Segmentation. IEEE Access 11 (2023)
Gad Gad, Aya Farrag, Zubair Md. Fadlullah, Mostafa M. Fouda
Communication-Efficient Federated Learning in Drone-Assisted IoT Networks: Path Planning and Enhanced Knowledge Distillation Techniques. PIMRC (2023)
Sherief Hashima, Ehab Mahmoud Mohamed, Kohei Hatano, Eiji Takimoto, Mostafa M. Fouda, Zubair Md. Fadlullah
On Enhancing WiGig Communications With A UAV-Mounted RIS System: A Contextual Multi-Armed Bandit Approach. PIMRC (2023)
Antora Dev, Mostafa M. Fouda, Zubair Md. Fadlullah
Automated EEG Epileptic Seizure Detection Exploiting Continuous Morlet Wavelet Transform Scalograms and Hybrid Deep Learning Models. IoTaIS (2023)
Khaled Bedda, Mostafa M. Fouda, Zubair Md. Fadlullah
PC-SSL: Peer-Coordinated Sequential Split Learning for Intelligent Traffic Analysis in mmWave 5G Networks. PIMRC (2023)
Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda, Mohamed I. Ibrahem, Nidal Nasser
Joint Knowledge Distillation and Local Differential Privacy for Communication-Efficient Federated Learning in Heterogeneous Systems. GLOBECOM (2023)
Sherief Hashima, Zubair Md. Fadlullah, Mostafa M. Fouda, Kohei Hatano, Eiji Takimoto, Mohsen Guizani
A Dual-Objective Bandit-Based Opportunistic Band Selection Strategy for Hybrid-Band V2X Metaverse Content Update. GLOBECOM (2023)
Aya Farrag, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda
Mammogram Tumor Segmentation with Preserved Local Resolution: An Explainable AI System. GLOBECOM (2023)
Sherief Hashima, Zubair Md. Fadlullah, Mostafa M. Fouda, Ehab Mahmoud Mohamed, Kohei Hatano, Basem M. ElHalawany, Mohsen Guizani
On Softwarization of Intelligence in 6G Networks for Ultra-Fast Optimal Policy Selection: Challenges and Opportunities. IEEE Netw. 37 (2) (2023)
Gad Gad, Zubair Md. Fadlullah, Khaled M. Rabie, Mostafa M. Fouda
Communication-Efficient Privacy-Preserving Federated Learning via Knowledge Distillation for Human Activity Recognition Systems. ICC (2023)
Sridhar Iyer, Rajashri Khanai, Dattaprasad Torse, Rahul Jashvantbhai Pandya, Khaled M. Rabie, Krishna Pai, Wali Ullah Khan, Zubair Md. Fadlullah
A Survey on Semantic Communications for Intelligent Wireless Networks. Wirel. Pers. Commun. 129 (1) (2023)
Mahzabeen Emu, Md Yeakub Hassan, Zubair Md. Fadlullah, Salimur Choudhury
Algorithm Package of AI-Driven SDN Controller-Switch Load Balancing Strategies. SSCI (2023)
Ahmed Aboulfotouh, Zubair Md. Fadlullah, Mostafa M. Fouda, Muhammad Ismail, Dusit Niyato
Benchmarking the User-Centric Clustering and Pilot Assignment Problems in Cell-Free Networks. GLOBECOM (2023)
Anwar Asad, Mostafa M. Fouda, Zubair Md. Fadlullah, Mohamed I. Ibrahem, Nidal Nasser
Moreau Envelopes-Based Personalized Asynchronous Federated Learning: Improving Practicality in Network Edge Intelligence. GLOBECOM (2023)
Gad Gad, Zubair Md. Fadlullah
Federated Learning via Augmented Knowledge Distillation for Heterogenous Deep Human Activity Recognition Systems. Sensors 23 (1) (2023)
Bushra Mughal, Zubair Md. Fadlullah, Mostafa M. Fouda, Salama Ikki
Optimizing Packet Forwarding Performance in Multiband Relay Networks via Customized Reinforcement Learning. IEEE Open J. Commun. Soc. 3 (2022)
Md Yeakub Hassan, Mahzabeen Emu, Zubair Md. Fadlullah, Salimur Choudhury
Optimal Models for Distributing Vaccines in a Pandemic. ICORES (2022)
Revanth Reddy Kontham, Akhilesh Kumar Kondoju, Mostafa M. Fouda, Zubair Md. Fadlullah
An End-To-End Explainable AI System for Analyzing Breast Cancer Prediction Models. IoTaIS (2022)
Zubair Md. Fadlullah, Bomin Mao, Nei Kato
Balancing QoS and Security in the Edge: Existing Practices, Challenges, and 6G Opportunities With Machine Learning. IEEE Commun. Surv. Tutorials 24 (4) (2022)
Kunal Thapar, Rahul Singh, Zubair Md. Fadlullah, Mostafa M. Fouda, Nidal Nasser, Asmaa Ali
A Hybrid AI Model for Improving COVID-19 Sentiment Analysis in Social Networks. ICC (2022)
Wei Zou, Bomin Mao, Zubair Md. Fadlullah, Kun Qi
Assisting in Diagnosis of Temporomandibular Disorders: A Deep Learning Approach. IEEE Access 10 (2022)
Nidal Nasser, Zubair Md. Fadlullah, Mostafa M. Fouda, Asmaa Ali, Muhammad Imran
A lightweight federated learning based privacy preserving B5G pandemic response network using unmanned aerial vehicles: A proof-of-concept. Comput. Networks 205 (2022)
Zubair Md. Fadlullah, Mostafa M. Fouda, Khaled M. Rabie, Ruidong Li
Guest Editorial: Smart, Optimal, and Explainable Orchestration of Network Slices in 5G and Beyond Networks. IEEE Wirel. Commun. 29 (1) (2022)
Venkata S. Nagulapati, Sai R. Rapelli, Zubair Md. Fadlullah, Mostafa M. Fouda, Waleed Alasmary, Mohsen Guizani
On Improving Automated Detection of Cyber-Bully in Social Networks with Constrained Datasets: A Hierarchical Deep Learning Approach. ICC (2022)
Mostafa M. Fouda, Sadman Sakib, Zubair Md. Fadlullah, Nidal Nasser, Mohsen Guizani
A Lightweight Hierarchical AI Model for UAV-Enabled Edge Computing with Forest-Fire Detection Use-Case. IEEE Netw. 36 (6) (2022)
Aya Farrag, Zubair Md. Fadlullah, Mostafa M. Fouda
A Two-Step Machine Learning Model for Stage-Specific Disease Survivability Prediction. IoTaIS (2022)
Khaled Ben Letaief, Zubair Md. Fadlullah, Mostafa M. Fouda
Efficient Wireless Network Slicing in 5G Networks: An Asynchronous Federated Learning Approach. IoTaIS (2022)
Sadman Sakib, Mostafa M. Fouda, Muftah Al-Mahdawi, Attayeb Mohsen, Mikihiko Oogane, Yasuo Ando, Zubair Md. Fadlullah
Deep Learning Models for Magnetic Cardiography Edge Sensors Implementing Noise Processing and Diagnostics. IEEE Access 10 (2022)
Harishma T. Haridas, Mostafa M. Fouda, Zubair Md. Fadlullah, Mohamed Mahmoud, Basem M. ElHalawany, Mohsen Guizani
MED-GPVS: A Deep Learning-Based Joint Biomedical Image Classification and Visual Question Answering System for Precision e-Health. ICC (2022)
Mostafa M. Fouda, Sherief Hashima, Sadman Sakib, Zubair Md. Fadlullah, Kohei Hatano, Xuemin Shen
Optimal Channel Selection in Hybrid RF/VLC Networks: A Multi-Armed Bandit Approach. IEEE Trans. Veh. Technol. 71 (6) (2022)
Zubair Md. Fadlullah, Nei Kato
HCP: Heterogeneous Computing Platform for Federated Learning Based Collaborative Content Caching Towards 6G Networks. IEEE Trans. Emerg. Top. Comput. 10 (1) (2022)
Sherief Hashima, Mostafa M. Fouda, Sadman Sakib, Zubair Md. Fadlullah, Kohei Hatano, Ehab Mahmoud Mohamed, Xuemin Shen
Energy-Aware Hybrid RF-VLC Multiband Selection in D2D Communication: A Stochastic Multiarmed Bandit Approach. IEEE Internet Things J. 9 (18) (2022)
Sridhar Iyer, Rajashri Khanai, Dattaprasad Torse, Rahul Jashvantbhai Pandya, Khaled Rabie, Krishna Pai, Wali Ullah Khan, Zubair Md. Fadlullah
A Survey on Sematic Communications for Intelligent Wireless Networks. CoRR (2022)
Ahmed Aboulfotouh, Thiago Eustaquio Alves de Oliveira, Zubair Md. Fadlullah
Channel Estimation in Cellular Massive MIMO: A Data-Driven Approach. IoTaIS (2022)
Yash Gupta, Zubair Md. Fadlullah, Mostafa M. Fouda
Toward Asynchronously Weight Updating Federated Learning for AI-on-Edge IoT Systems. IoTaIS (2022)
Bomin Mao, Fengxiao Tang, Zubair Md. Fadlullah, Nei Kato
An Intelligent Route Computation Approach Based on Real-Time Deep Learning Strategy for Software Defined Communication Systems. IEEE Trans. Emerg. Top. Comput. 9 (3) (2021)
Sadman Sakib, Mostafa M. Fouda, Muftah Al-Mahdawi, Attayeb Mohsen, Mikihiko Oogane, Yasuo Ando, Zubair Md. Fadlullah
Noise-Removal from Spectrally-Similar Signals Using Reservoir Computing for MCG Monitoring. ICC (2021)
Tahrat Tazrin, Quazi Abidur Rahman, Mostafa M. Fouda, Zubair Md. Fadlullah
LiHEA: Migrating EEG Analytics to Ultra-Edge IoT Devices With Logic-in-Headbands. IEEE Access 9 (2021)
Al-Sakib Khan Pathan, Zubair Md. Fadlullah, Salimur Choudhury, Mohamed Guerroumi
Internet of Things for smart living. Wirel. Networks 27 (6) (2021)
Zubair Md. Fadlullah, Nei Kato
On Smart IoT Remote Sensing over Integrated Terrestrial-Aerial-Space Networks: An Asynchronous Federated Learning Approach. IEEE Netw. 35 (5) (2021)
Biraj Shakya, Mostafa M. Fouda, Steve C. Chiu, Zubair Md. Fadlullah
A Circuit-embedded Reservoir Computer for Smart Noise Reduction of MCG Signals. IoTaIS (2021)
Vidhi Pitroda, Mostafa M. Fouda, Zubair Md. Fadlullah
An Explainable AI Model for Interpretable Lung Disease Classification. IoTaIS (2021)
Sadman Sakib, Tahrat Tazrin, Mostafa M. Fouda, Zubair Md. Fadlullah, Nidal Nasser
An Efficient and Lightweight Predictive Channel Assignment Scheme for Multiband B5G-Enabled Massive IoT: A Deep Learning Approach. IEEE Internet Things J. 8 (7) (2021)
Tahrat Tazrin, Zeba Ayaz, Mostafa M. Fouda, Zubair Md. Fadlullah
On Energy-Efficient UAV Route Scheduling to Offload Health Data from Under-Served Rural Communities. IoTaIS (2021)
Sadman Sakib, Mostafa M. Fouda, Zubair Md. Fadlullah, Nidal Nasser, Waleed Alasmary
A Proof-of-Concept of Ultra-Edge Smart IoT Sensor: A Continuous and Lightweight Arrhythmia Monitoring Approach. IEEE Access 9 (2021)
Sadman Sakib, Mostafa M. Fouda, Zubair Md. Fadlullah, Nidal Nasser
On COVID-19 Prediction Using Asynchronous Federated Learning-Based Agile Radiograph Screening Booths. ICC (2021)
Tahrat Tazrin, Mostafa M. Fouda, Zubair Md. Fadlullah, Nidal Nasser
UV-CDS: An Energy-Efficient Scheduling of UAVs for Premises Sterilization. IEEE Trans. Green Commun. Netw. 5 (3) (2021)
Zubair Md. Fadlullah, Abderrahim Benslimane
Joint Provisioning of QoS and Security in IoD Networks: Classical Optimization Meets AI. IEEE Internet Things Mag. 4 (4) (2021)
Md Yeakub Hassan, Salimur Choudhury, Zubair Md. Fadlullah
On Optimal Scheduling of OTA Software Updates for Smart Vehicles Leveraging Fog Computing. IWCMC (2021)
Ehab Mahmoud Mohamed, Sherief Hashima, Kohei Hatano, Mostafa M. Fouda, Zubair Md. Fadlullah
Sleeping Contextual/Non-Contextual Thompson Sampling MAB for mmWave D2D Two-Hop Relay Probing. IEEE Trans. Veh. Technol. 70 (11) (2021)
Sadman Sakib, Tahrat Tazrin, Mostafa M. Fouda, Zubair Md. Fadlullah, Nidal Nasser
A Deep Learning Method for Predictive Channel Assignment in Beyond 5G Networks. IEEE Netw. 35 (1) (2021)
Komal Barge, Nidhi Patel, Mostafa M. Fouda, Zubair Md. Fadlullah
A Systematic Comparison of Traditional and Hybrid AI Models for NHANES Big Data Analytics. IoTaIS (2021)
Sherief Hashima, Mostafa M. Fouda, Zubair Md. Fadlullah, Ehab Mahmoud Mohamed, Kohei Hatano
Improved UCB-based Energy-Efficient Channel Selection in Hybrid-Band Wireless Communication. GLOBECOM (2021)
Sadman Sakib, Mostafa M. Fouda, Zubair Md. Fadlullah, Khalid Abualsaud, Elias Yaacoub, Mohsen Guizani
Asynchronous Federated Learning-based ECG Analysis for Arrhythmia Detection. MeditCom (2021)
A. B. M. Bodrul Alam, Zubair Md. Fadlullah, Salimur Choudhury
A Resource Allocation Model Based on Trust Evaluation in Multi-Cloud Environments. IEEE Access 9 (2021)
Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, Jiajia Liu, Nei Kato
ST-DeLTA: A Novel Spatial-Temporal Value Network Aided Deep Learning Based Intelligent Network Traffic Control System. IEEE Trans. Sustain. Comput. 5 (4) (2020)
Mohamed I. Ibrahem, Mahmoud M. Badr, Mostafa M. Fouda, Mohamed Mahmoud, Waleed Alasmary, Zubair Md. Fadlullah
PMBFE: Efficient and Privacy-Preserving Monitoring and Billing Using Functional Encryption for AMI Networks. ISNCC (2020)
Bushra Mughal, Zubair Md. Fadlullah, Salama Ikki
Centralized Versus Heuristic-Based Distributed Channel Allocation to Minimize Packet Transmission Delay for Multiband Relay Networks. IEEE Netw. Lett. 2 (4) (2020)
Sadman Sakib, Mostafa M. Fouda, Zubair Md. Fadlullah, Nidal Nasser
Migrating Intelligence from Cloud to Ultra-Edge Smart IoT Sensor Based on Deep Learning: An Arrhythmia Monitoring Use-Case. IWCMC (2020)
Zubair Md. Fadlullah, Mostafa M. Fouda, Al-Sakib Khan Pathan, Nidal Nasser, Abderrahim Benslimane, Ying-Dar Lin
Smart IoT Solutions for Combating the COVID-19 Pandemic. IEEE Internet Things Mag. 3 (3) (2020)
Attayeb Mohsen, Muftah Al-Mahdawi, Mostafa M. Fouda, Mikihiko Oogane, Yasuo Ando, Zubair Md. Fadlullah
AI Aided Noise Processing of Spintronic Based IoT Sensor for Magnetocardiography Application. ICC (2020)
Sadman Sakib, Mostafa M. Fouda, Zubair Md. Fadlullah
A Rigorous Analysis of Biomedical Edge Computing: An Arrhythmia Classification Use-Case Leveraging Deep Learning. IoTaIS (2020)
Sadman Sakib, Tahrat Tazrin, Mostafa M. Fouda, Zubair Md. Fadlullah, Mohsen Guizani
DL-CRC: Deep Learning-Based Chest Radiograph Classification for COVID-19 Detection: A Novel Approach. IEEE Access 8 (2020)
Attayeb Mohsen, Muftah Al-Mahdawi, Mostafa M. Fouda, Mikihiko Oogane, Yasuo Ando, Zubair Md. Fadlullah
AI Aided Noise Processing of Spintronic Based IoT Sensor for Magnetocardiography Application. CoRR (2019)
Bomin Mao, Fengxiao Tang, Zubair Md. Fadlullah, Nei Kato
An Intelligent Packet Forwarding Approach for Disaster Recovery Networks. ICC (2019)
Fengxiao Tang, Zubair Md. Fadlullah, Bomin Mao, Nei Kato, Fumie Ono, Ryu Miura
On A Novel Adaptive UAV-Mounted Cloudlet-Aided Recommendation System for LBSNs. IEEE Trans. Emerg. Top. Comput. 7 (4) (2019)
Bomin Mao, Fengxiao Tang, Zubair Md. Fadlullah, Nei Kato
An Absorbing Markov Chain Based Model to Solve Computation and Communication Tradeoff in GPU-Accelerated MDRUs for Safety Confirmation in Disaster Scenarios. IEEE Trans. Computers 68 (9) (2019)
Zubair Md. Fadlullah, Yuichi Kawamoto, Hiroki Nishiyama, Nei Kato, Naoto Egashira, Kazuto Yano, Tomoaki Kumagai
Multi-Hop Wireless Transmission in Multi-Band WLAN Systems: Proposal and Future Perspective. IEEE Wirel. Commun. 26 (1) (2019)
Zubair Md. Fadlullah, Bomin Mao, Fengxiao Tang, Nei Kato
Value Iteration Architecture Based Deep Learning for Intelligent Routing Exploiting Heterogeneous Computing Platforms. IEEE Trans. Computers 68 (6) (2019)
Nei Kato, Zubair Md. Fadlullah, Fengxiao Tang, Bomin Mao, Shigenori Tani, Atsushi Okamura, Jiajia Liu
Optimizing Space-Air-Ground Integrated Networks by Artificial Intelligence. IEEE Wirel. Commun. 26 (4) (2019)
Zubair Md. Fadlullah, Al-Sakib Khan Pathan, Karan Singh
Smart Grid Internet of Things. Mob. Networks Appl. 23 (4) (2018)
Zubair Md. Fadlullah, Al-Sakib Khan Pathan, Haris Gacanin
On Delay-Sensitive Healthcare Data Analytics at the Network Edge Based on Deep Learning. IWCMC (2018)
Yongpeng Shi, Jiajia Liu, Zubair Md. Fadlullah, Nei Kato
Cross-Layer Data Delivery in Satellite-Aerial-Terrestrial Communication. IEEE Wirel. Commun. 25 (3) (2018)
Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, Nei Kato
On a Novel Deep-Learning-Based Intelligent Partially Overlapping Channel Assignment in SDN-IoT. IEEE Commun. Mag. 56 (9) (2018)
Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, Nei Kato
Deep Spatiotemporal Partially Overlapping Channel Allocation: Joint CNN and Activity Vector Approach. GLOBECOM (2018)
Fengxiao Tang, Zubair Md. Fadlullah, Nei Kato, Fumie Ono, Ryu Miura
AC-POCA: Anticoordination Game Based Partially Overlapping Channels Assignment in Combined UAV and D2D-Based Networks. IEEE Trans. Veh. Technol. 67 (2) (2018)
Nei Kato, Zubair Md. Fadlullah, Fengxiao Tang, Bomin Mao, Shigenori Tani, Atsushi Okamura, Jiajia Liu
Optimizing Space-Air-Ground Integrated Networks by Artificial Intelligence. CoRR (2018)
Fengxiao Tang, Bomin Mao, Zubair Md. Fadlullah, Nei Kato, Osamu Akashi, Takeru Inoue, Kimihiro Mizutani
On Removing Routing Protocol from Future Wireless Networks: A Real-time Deep Learning Approach for Intelligent Traffic Control. IEEE Wirel. Commun. 25 (1) (2018)
Yuanyuan Qiao, Zhizhuang Xing, Zubair Md. Fadlullah, Jie Yang, Nei Kato
Characterizing Flow, Application, and User Behavior in Mobile Networks: A Framework for Mobile Big Data. IEEE Wirel. Commun. 25 (1) (2018)
Yibo Zhou, Zubair Md. Fadlullah, Bomin Mao, Nei Kato
A Deep-Learning-Based Radio Resource Assignment Technique for 5G Ultra Dense Networks. IEEE Netw. 32 (6) (2018)
Fengxiao Tang, Zubair Md. Fadlullah, Bomin Mao, Nei Kato
An Intelligent Traffic Load Prediction-Based Adaptive Channel Assignment Algorithm in SDN-IoT: A Deep Learning Approach. IEEE Internet Things J. 5 (6) (2018)
Jiajia Liu, Yongpeng Shi, Zubair Md. Fadlullah, Nei Kato
Space-Air-Ground Integrated Network: A Survey. IEEE Commun. Surv. Tutorials 20 (4) (2018)
Bomin Mao, Fengxiao Tang, Zubair Md. Fadlullah, Nei Kato, Osamu Akashi, Takeru Inoue, Kimihiro Mizutani
A Novel Non-Supervised Deep-Learning-Based Network Traffic Control Method for Software Defined Wireless Networks. IEEE Wirel. Commun. 25 (4) (2018)
Zubair Md. Fadlullah, Fengxiao Tang, Bomin Mao, Jiajia Liu, Nei Kato
On Intelligent Traffic Control for Large-Scale Heterogeneous Networks: A Value Matrix-Based Deep Learning Approach. IEEE Commun. Lett. 22 (12) (2018)
Hongzhi Guo, Jiajia Liu, Zubair Md. Fadlullah, Nei Kato
On Minimizing Energy Consumption in FiWi Enhanced LTE-A HetNets. IEEE Trans. Emerg. Top. Comput. 6 (4) (2018)
Zubair Md. Fadlullah, Fengxiao Tang, Bomin Mao, Nei Kato, Osamu Akashi, Takeru Inoue, Kimihiro Mizutani
State-of-the-Art Deep Learning: Evolving Machine Intelligence Toward Tomorrow's Intelligent Network Traffic Control Systems. IEEE Commun. Surv. Tutorials 19 (4) (2017)
Bomin Mao, Zubair Md. Fadlullah, Fengxiao Tang, Nei Kato, Osamu Akashi, Takeru Inoue, Kimihiro Mizutani
Routing or Computing? The Paradigm Shift Towards Intelligent Computer Network Packet Transmission Based on Deep Learning. IEEE Trans. Computers 66 (11) (2017)
Shikhar Verma, Yuichi Kawamoto, Zubair Md. Fadlullah, Hiroki Nishiyama, Nei Kato
A Survey on Network Methodologies for Real-Time Analytics of Massive IoT Data and Open Research Issues. IEEE Commun. Surv. Tutorials 19 (3) (2017)
Nei Kato, Zubair Md. Fadlullah, Bomin Mao, Fengxiao Tang, Osamu Akashi, Takeru Inoue, Kimihiro Mizutani
The Deep Learning Vision for Heterogeneous Network Traffic Control: Proposal, Challenges, and Future Perspective. IEEE Wirel. Commun. 24 (3) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zubair Md. Fadlullah