Muhammad Afaq - RankMe

70 papers B 5C 17Misc 2Journal 37Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Edge-based proactive and stable two-tier routing for IoV. Future Gener. Comput. Syst. Asif Mehmood, Muhammad Afaq, Faisal Mehmood, Wang-Cheol Song
2026	J	`jnl`	HQC IEEE Open J. Commun. Soc. Laiba Tanveer, Zeeshan Kaleem, Aiman H. El-Maleh, Muhammad Afaq, Abdulaziz Barnawi, Huseyin Arslan
2026	J	`jnl`	Quality over quantity: a data-centric survey of annotation errors in object detection datasets. Artif. Intell. Rev. Adnan Hussain, Kaleem Ullah, Muhammad Afaq, Muhammad Munsif, Altaf Hussain, Sung Wook Baik
2025	J	`jnl`	Accelerating zero-touch automation and optimization of beyond 5G services: deep learning and intent-based networking fusion. J. Supercomput. Talha Ahmed Khan, Khizar Abbas, Muhammad Afaq, Wang-Cheol Song
2025	—	`conf`	From Features to Qubits: A Hybrid Learning Approach for Predicting SDN Link States. MeditCom Muhammad Afaq
2025	J	`jnl`	From Graphs to Gates: DNS-HyXNet, A Lightweight and Deployable Sequential Model for Real-Time DNS Tunnel Detection. CoRR Faraz Ali, Muhammad Afaq, Mahmood Niazi, Muzammil Behzad
2025	J	`jnl`	G-CSL: A GNN-based client-server-link prediction for video streaming in SDN. J. Commun. Networks Syed Muhammad Ammar Hassan Bukhari, Muhammad Afaq, Wang-Cheol Song
2025	J	`jnl`	Hybrid Classical-Quantum Kernel Learning for Scalable and Secure Link State Prediction in Software-Defined Networks. IEEE Open J. Commun. Soc. Muhammad Afaq
2025	J	`jnl`	IBN-ZTSA: AI-IBN for Zero Touch Service Automation of B5G Terrestrial and Non-Terrestrial Networks. IEEE Commun. Stand. Mag. Khizar Abbas, Yeongpil Cho, Muhammad Afaq, Ali Nauman, Jae-Hyoung Yoo, James Won-Ki Hong, Wang-Cheol Song
2025	J	`jnl`	Intelligent QV2X Routing for Traffic Management in Consumer IoV Using STGNN and Reinforcement Learning. IEEE Trans. Consumer Electron. Syed Saqib Jamal, Muhammad Afaq, Wang-Cheol Song
2024	J	`jnl`	Assuring Efficient Path Selection in an Intent-Based Networking System: A Graph Neural Networks and Deep Reinforcement Learning Approach. J. Netw. Syst. Manag. Sajid Alam, Javier Jose Diaz Rivera, Mir Muhammad Suleman Sarwar, Muhammad Afaq, Wang-Cheol Song
2024	J	`jnl`	Correction: Assuring Efficient Path Selection in an Intent-Based Networking System: A Graph Neural Networks and Deep Reinforcement Learning Approach. J. Netw. Syst. Manag. Sajid Alam, Javier Jose Diaz Rivera, Mir Muhammad Suleman Sarwar, Muhammad Afaq, Wang-Cheol Song
2024	J	`jnl`	Correction: Assuring Efficient Path Selection in an IntentBased Networking System: a Graph Neural Networks and Deep Reinforcement Learning Approach. J. Netw. Syst. Manag. Sajid Alam, Javier Jose Diaz Rivera, Mir Muhammad Suleman Sarwar, Muhammad Afaq, Wang-Cheol Song
2024	J	`jnl`	IBN@Cloud: An intent-based cloud and overlay network orchestration system. J. Commun. Networks Mir Muhammad Suleman Sarwar, Muhammad Afaq, Wang-Cheol Song
2024	J	`jnl`	Securing Digital Identity in the Zero Trust Architecture: A Blockchain Approach to Privacy-Focused Multi-Factor Authentication. IEEE Open J. Commun. Soc. Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
2024	J	`jnl`	Zt &t: secure service session management using blockchain-based tokens in zero trust networks. Ann. des Télécommunications Javier Jose Diaz Rivera, Waleed Akbar, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
2023	J	`jnl`	A Time Pattern-Based Intelligent Cache Optimization Policy on Korea Advanced Research Network. Intell. Autom. Soft Comput. Waleed Akbar, Muhammad Afaq, Wang-Cheol Song
2023	B	`conf`	An Intent-Based Networking mechanism: A study case for efficient path selection using Graph Neural Networks. NOMS Javier Jose Diaz Rivera, Mir Muhammad Suleman Sarwar, Sajid Alam, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
2023	C	`conf`	Blockchain and Intent-Based Networking: A Novel Approach to Secure and Accurate Network Policy Implementation. APNOMS Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
2023	Misc	`conf`	PPS: A Packets Pattern-based Video Identification in Encrypted Network Traffic. UCC Syed Muhammad Ammar Hassan Bukhari, Muhammad Afaq, Wang-Cheol Song
2023	J	`jnl`	Secure Enrollment Token Delivery Mechanism for Zero Trust Networks Using Blockchain. IEICE Trans. Commun. Javier Jose Diaz Rivera, Waleed Akbar, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
2023	—	`conf`	Streaming via SDN: Resource forecasting for video streaming in a Software-Defined Network. ICUFN Syed Muhammad Ammar Hassan Bukhari, Muhammad Afaq, Wang-Cheol Song
2022	J	`jnl`	A Machine Learning-based Real-time Monitoring System for Classification of Elephant Flows on KOREN. KSII Trans. Internet Inf. Syst. Waleed Akbar, Javier Jose Diaz Rivera, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
2022	J	`jnl`	An efficient SDN-based LTE-WiFi spectrum aggregation system for heterogeneous 5G networks. Trans. Emerg. Telecommun. Technol. Khizar Abbas, Muhammad Afaq, Talha Ahmed Khan, Adeel Rafiq, Javed Iqbal, Ihtesham Ul Islam, Wang-Cheol Song
2022	C	`conf`	Automation of network anomaly detection and mitigation with the use of IBN: A deployment case on KOREN. WoWMoM Javier Jose Diaz Rivera, Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Asif Mehmood, Wang-Cheol Song
2022	J	`jnl`	Designing and implementation of energy-efficient wireless photovoltaic monitoring system. Trans. Emerg. Telecommun. Technol. Mahmood Khan, Javed Iqbal, Muhammad Ali, Muhammad Afaq, Ali Zahir, Nadir Ali
2022	J	`jnl`	Energy loss prediction in nonoriented materials using machine learning techniques: A novel approach. Trans. Emerg. Telecommun. Technol. Mahmood Khan, Muhammad Afaq, Ihtesham Ul Islam, Javed Iqbal, Muhammad Shoaib
2022	B	`conf`	Ensemble Learning-based Network Data Analytics for Network Slice Orchestration and Management: An Intent-Based Networking Mechanism. NOMS Khizar Abbas, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
2022	C	`conf`	GENEVE@TEIN: A Sophisticated Tunneling Technique for Communication between OpenStack-based Multiple Clouds at TEIN. APNOMS Mir Muhammad Suleman Sarwar, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
2022	C	`conf`	Multi-Class Traffic Density Forecasting in IoV using Spatio-Temporal Graph Neural Networks. APNOMS Asif Mehmood, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
2022	C	`conf`	Proactive Intent Policy Activation: An ML-Assisted Resource Forecasting Approach. APNOMS Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Wang-Cheol Song
2022	—	`conf`	Secure 2 Tier Routing based on Vehicle Classification using Blockchain. ICTC Asif Mehmood, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
2022	C	`conf`	Secure enrollment token delivery for Zero Trust networks using blockchain. APNOMS Javier Jose Diaz Rivera, Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Wang-Cheol Song
2022	C	`conf`	Software Defined Perimeter Monitoring and Blockchain-Based Verification of Policy Mapping. APNOMS Waleed Akbar, Javier Jose Diaz Rivera, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
2022	—	`conf`	ZT&T: Secure blockchain-based tokens for service session management in Zero Trust Networks. CSNet Javier Jose Diaz Rivera, Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Wang-Cheol Song
2021	C	`conf`	A Road-aware Approach for Hierarchical Routing in IoV based on Intents and Q-values. APNOMS Asif Mehmood, Talha Ahmed Khan, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
2021	—	`conf`	An ML Based Anomaly Detection System in real-time data streams. CSCI Javier Jose Diaz Rivera, Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Wang-Cheol Song
2021	C	`conf`	Applying RouteNet and LSTM to Achieve Network Automation: An Intent-based Networking Approach. APNOMS Talha Ahmed Khan, Khizar Abbas, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
2021	B	`conf`	Intent-based Networking Approach for Service Route and QoS control on KOREN SDI. NetSoft Talha Ahmed Khan, Muhammad Afaq, Waleed Akbar, Asif Mehmood, Adeel Rafiq, Wang-Cheol Song
2021	Misc	`conf`	Intent-based networking platform: an automated approach for policy and configuration of next-generation networks. SAC Talha Ahmed Khan, Muhammad Afaq, Khizar Abbas, Wang-Cheol Song
2021	C	`conf`	Machine Learning-based Cache Optimization on MEC Platform. APNOMS Waleed Akbar, Muhammad Afaq, Javier Jose Diaz Rivera, Wang-Cheol Song
2021	J	`jnl`	Multi-feature-based crowd video modeling for visual event detection. Multim. Syst. Habib Ullah, Ihtesham Ul Islam, Mohib Ullah, Muhammad Afaq, Sultan Daud Khan, Javed Iqbal
2021	C	`conf`	Network Data Analytics Function for IBN-based Network Slice Lifecycle Management. APNOMS Khizar Abbas, Talha Ahmed Khan, Muhammad Afaq, Javier Jose Diaz Rivera, Wang-Cheol Song
2021	J	`jnl`	Network Slice Lifecycle Management for 5G Mobile Networks: An Intent-Based Networking Approach. IEEE Access Khizar Abbas, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
2021	J	`jnl`	Performance analysis of vertical handover techniques based on IEEE 802.21: Media independent handover standard. Trans. Emerg. Telecommun. Technol. Javed Iqbal, Murad Khan, Muhammad Afaq, Amjad Ali
2021	B	`conf`	Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV). IM Muhammad Afaq, Muhammad Saqib, Wang-Cheol Song
2020	—	`conf`	An End-to-end Intelligent Network Resource Allocation in IoV: A Machine Learning Approach. VTC Fall Muhammad Afaq, Talha Ahmed Khan, Khizar Abbas, Wang-Cheol Song
2020	J	`jnl`	An adaptive approach to vehicle trajectory prediction using multimodel Kalman filter. Trans. Emerg. Telecommun. Technol. Muhammad Tahir Abbas, Muhammad Ali Jibran, Muhammad Afaq, Wang-Cheol Song
2020	C	`conf`	Distributed SDN Based Network State Aware Architecture for Flying Ad-hoc Network. APNOMS Muhammad Saqib, Asif Mehmood, Adeel Rafiq, Muhammad Afaq, Wang-Cheol Song
2020	J	`jnl`	Energy-efficient auto-scaling of virtualized network function instances based on resource execution pattern. Comput. Electr. Eng. Asif Mehmood, Muhammad Afaq, Talha Ahmed Khan, Javier Jose Diaz Rivera, Javed Iqbal, Ihtesham Ul Islam, Wang-Cheol Song
2020	—	`conf`	GAN and DRL Based Intent Translation and Deep Fake Configuration Generation for Optimization. ICTC Talha Ahmed Khan, Khizar Abbas, Muhammad Afaq, Adeel Rafiq, Wang-Cheol Song
2020	C	`conf`	Generic Intent-based Networking Platform for E2E Network Slice Orchestration & Lifecycle Management. APNOMS Talha Ahmed Khan, Khizar Abbas, Adeel Rafique, Muhammad Afaq, Wang-Cheol Song
2020	C	`conf`	IBNSlicing: Intent-Based Network Slicing Framework for 5G Networks using Deep Learning. APNOMS Khizar Abbas, Muhammad Afaq, Talha Ahmed Khan, Asif Mehmood, Wang-Cheol Song
2020	B	`conf`	Intent-Based Orchestration of Network Slices and Resource Assurance using Machine Learning. NOMS Talha Ahmed Khan, Asif Mehmood, Javier Jose Diaz Rivera, Muhammad Afaq, Khizar Abbas, Wang-Cheol Song
2020	J	`jnl`	Intent-based networking with proactive load distribution in data center using IBN manager and Smart Path manager. J. Ambient Intell. Humaniz. Comput. Adeel Rafiq, Muhammad Afaq, Wang-Cheol Song
2020	C	`conf`	Mobility Performance Enhancement in Small Cells Cluster of 5G Network: A Handover Overhead Reduction Approach. APNOMS Adeel Rafiq, Muhammad Afaq, Wang-Cheol Song
2020	J	`jnl`	SD-IoV: SDN enabled routing for internet of vehicles in road-aware approach. J. Ambient Intell. Humaniz. Comput. Muhammad Tahir Abbas, Muhammad Afaq, Wang-Cheol Song
2020	—	`conf`	Service Function Chaining and Traffic Steering in SDN using Graph Neural Network. ICTC Adeel Rafiq, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
2020	J	`jnl`	Towards 5G network slicing for vehicular ad-hoc networks: An end-to-end approach. Comput. Commun. Muhammad Afaq, Javed Iqbal, Talha Ahmed, Ihtesham Ul Islam, Murad Khan, Muhammad Sohail Khan
2020	J	`jnl`	Towards the automatic segmentation of HEp-2 cells in indirect immunofluorescence images using an efficient filtering based approach. Multim. Tools Appl. Ihtesham Ul Islam, Khalil Ullah, Muhammad Afaq, Javed Iqbal, Amjad Ali
2019	J	`jnl`	Road-Aware Estimation Model for Path Duration in Internet of Vehicles (IoV). Wirel. Pers. Commun. Muhammad Tahir Abbas, Muhammad Afaq, Wang-Cheol Song
2019	J	`jnl`	Spatio-temporal sEMG image enhancement and motor unit action potential (MUAP) detection: algorithms and their analysis. J. Ambient Intell. Humaniz. Comput. Ihtesham Ul Islam, Khalil Ullah, Muhammad Afaq, Muhammad Hasanain Chaudary, Muhammad Kashif Hanif
2018	J	`jnl`	A Novel Framework for Resource Orchestration in OpenStack Cloud Platform. KSII Trans. Internet Inf. Syst. Muhammad Afaq, Wang-Cheol Song
2018	J	`jnl`	A software defined networking-based resilient framework combined with power-efficient PS-LTE network. Int. J. Adv. Intell. Paradigms Muhammad Afaq, Wang-Cheol Song, M. G. Kang
2018	J	`jnl`	Service orchestration over clouds and networks. Int. J. Commun. Networks Distributed Syst. Muhammad Afaq, Donghun Kang, Seung-Joon Seok, Wang-Cheol Song
2018	J	`jnl`	sFlow monitoring system in a disaster-resilient global SDN testbed based on KOREN/APII/TEIN network. Int. J. Comput. Aided Eng. Technol. Muhammad Afaq, Wang-Cheol Song, Seung-Joon Seok, M. G. Kang
2017	—	`conf`	multiFIA Multi-dimensional future Internet architecture. ICUFN Seung-Joon Seok, Muhammad Afaq, Kyungbaek Kim, Deokjai Choi, Youn-Hee Han, Woojin Seok, Wang-Cheol Song
2016	C	`conf`	sFlow-based resource utilization monitoring in clouds. APNOMS Muhammad Afaq, Wang-Cheol Song
2015	C	`conf`	Visualization of elephant flows and QoS provisioning in SDN-based networks. APNOMS Muhammad Afaq, Shafqat Ur Rehman, Wang-Cheol Song
2013	J	`jnl`	mSCTP Based Decentralized Mobility Framework CoRR Waqas Ahmed Imtiaz, Muhammad Afaq, Muhammad Asmatullah Khan Babar