Muhammad Afaq

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 56

Top Topics

Monitoring System

Machine Learning

Lifecycle Management

Top Venues

Trans. Emerg. Telecommun. Technol.

Publications

Javier Jose Diaz Rivera, Waleed Akbar, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
Zt &t: secure service session management using blockchain-based tokens in zero trust networks. Ann. des Télécommunications 79 (7-8) (2024)
Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
Securing Digital Identity in the Zero Trust Architecture: A Blockchain Approach to Privacy-Focused Multi-Factor Authentication. IEEE Open J. Commun. Soc. 5 (2024)
Sajid Alam, Javier Jose Diaz Rivera, Mir Muhammad Suleman Sarwar, Muhammad Afaq, Wang-Cheol Song
Correction: Assuring Efficient Path Selection in an IntentBased Networking System: a Graph Neural Networks and Deep Reinforcement Learning Approach. J. Netw. Syst. Manag. 32 (3) (2024)
Sajid Alam, Javier Jose Diaz Rivera, Mir Muhammad Suleman Sarwar, Muhammad Afaq, Wang-Cheol Song
Correction: Assuring Efficient Path Selection in an Intent-Based Networking System: A Graph Neural Networks and Deep Reinforcement Learning Approach. J. Netw. Syst. Manag. 32 (4) (2024)
Sajid Alam, Javier Jose Diaz Rivera, Mir Muhammad Suleman Sarwar, Muhammad Afaq, Wang-Cheol Song
Assuring Efficient Path Selection in an Intent-Based Networking System: A Graph Neural Networks and Deep Reinforcement Learning Approach. J. Netw. Syst. Manag. 32 (2) (2024)
Javier Jose Diaz Rivera, Mir Muhammad Suleman Sarwar, Sajid Alam, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
An Intent-Based Networking mechanism: A study case for efficient path selection using Graph Neural Networks. NOMS (2023)
Syed Muhammad Ammar Hassan Bukhari, Muhammad Afaq, Wang-Cheol Song
Streaming via SDN: Resource forecasting for video streaming in a Software-Defined Network. ICUFN (2023)
Syed Muhammad Ammar Hassan Bukhari, Muhammad Afaq, Wang-Cheol Song
PPS: A Packets Pattern-based Video Identification in Encrypted Network Traffic. UCC (2023)
Javier Jose Diaz Rivera, Waleed Akbar, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
Secure Enrollment Token Delivery Mechanism for Zero Trust Networks Using Blockchain. IEICE Trans. Commun. 106 (12) (2023)
Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
Blockchain and Intent-Based Networking: A Novel Approach to Secure and Accurate Network Policy Implementation. APNOMS (2023)
Khizar Abbas, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
Ensemble Learning-based Network Data Analytics for Network Slice Orchestration and Management: An Intent-Based Networking Mechanism. NOMS (2022)
Mahmood Khan, Muhammad Afaq, Ihtesham Ul Islam, Javed Iqbal, Muhammad Shoaib
Energy loss prediction in nonoriented materials using machine learning techniques: A novel approach. Trans. Emerg. Telecommun. Technol. 33 (2) (2022)
Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Wang-Cheol Song
Proactive Intent Policy Activation: An ML-Assisted Resource Forecasting Approach. APNOMS (2022)
Javier Jose Diaz Rivera, Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Wang-Cheol Song
ZT&T: Secure blockchain-based tokens for service session management in Zero Trust Networks. CSNet (2022)
Javier Jose Diaz Rivera, Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Asif Mehmood, Wang-Cheol Song
Automation of network anomaly detection and mitigation with the use of IBN: A deployment case on KOREN. WoWMoM (2022)
Asif Mehmood, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
Multi-Class Traffic Density Forecasting in IoV using Spatio-Temporal Graph Neural Networks. APNOMS (2022)
Khizar Abbas, Muhammad Afaq, Talha Ahmed Khan, Adeel Rafiq, Javed Iqbal, Ihtesham Ul Islam, Wang-Cheol Song
An efficient SDN-based LTE-WiFi spectrum aggregation system for heterogeneous 5G networks. Trans. Emerg. Telecommun. Technol. 33 (4) (2022)
Mir Muhammad Suleman Sarwar, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
GENEVE@TEIN: A Sophisticated Tunneling Technique for Communication between OpenStack-based Multiple Clouds at TEIN. APNOMS (2022)
Waleed Akbar, Javier Jose Diaz Rivera, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
Software Defined Perimeter Monitoring and Blockchain-Based Verification of Policy Mapping. APNOMS (2022)
Javier Jose Diaz Rivera, Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Wang-Cheol Song
Secure enrollment token delivery for Zero Trust networks using blockchain. APNOMS (2022)
Waleed Akbar, Javier Jose Diaz Rivera, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
A Machine Learning-based Real-time Monitoring System for Classification of Elephant Flows on KOREN. KSII Trans. Internet Inf. Syst. 16 (8) (2022)
Asif Mehmood, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
Secure 2 Tier Routing based on Vehicle Classification using Blockchain. ICTC (2022)
Mahmood Khan, Javed Iqbal, Muhammad Ali, Muhammad Afaq, Ali Zahir, Nadir Ali
Designing and implementation of energy-efficient wireless photovoltaic monitoring system. Trans. Emerg. Telecommun. Technol. 33 (2) (2022)
Javed Iqbal, Murad Khan, Muhammad Afaq, Amjad Ali
Performance analysis of vertical handover techniques based on IEEE 802.21: Media independent handover standard. Trans. Emerg. Telecommun. Technol. 32 (7) (2021)
Waleed Akbar, Muhammad Afaq, Javier Jose Diaz Rivera, Wang-Cheol Song
Machine Learning-based Cache Optimization on MEC Platform. APNOMS (2021)
Khizar Abbas, Talha Ahmed Khan, Muhammad Afaq, Javier Jose Diaz Rivera, Wang-Cheol Song
Network Data Analytics Function for IBN-based Network Slice Lifecycle Management. APNOMS (2021)
Muhammad Afaq, Muhammad Saqib, Wang-Cheol Song
Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV). IM (2021)
Asif Mehmood, Talha Ahmed Khan, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
A Road-aware Approach for Hierarchical Routing in IoV based on Intents and Q-values. APNOMS (2021)
Talha Ahmed Khan, Muhammad Afaq, Waleed Akbar, Asif Mehmood, Adeel Rafiq, Wang-Cheol Song
Intent-based Networking Approach for Service Route and QoS control on KOREN SDI. NetSoft (2021)
Talha Ahmed Khan, Khizar Abbas, Javier Jose Diaz Rivera, Muhammad Afaq, Wang-Cheol Song
Applying RouteNet and LSTM to Achieve Network Automation: An Intent-based Networking Approach. APNOMS (2021)
Habib Ullah, Ihtesham Ul Islam, Mohib Ullah, Muhammad Afaq, Sultan Daud Khan, Javed Iqbal
Multi-feature-based crowd video modeling for visual event detection. Multim. Syst. 27 (4) (2021)
Javier Jose Diaz Rivera, Talha Ahmed Khan, Waleed Akbar, Muhammad Afaq, Wang-Cheol Song
An ML Based Anomaly Detection System in real-time data streams. CSCI (2021)
Talha Ahmed Khan, Muhammad Afaq, Khizar Abbas, Wang-Cheol Song
Intent-based networking platform: an automated approach for policy and configuration of next-generation networks. SAC (2021)
Khizar Abbas, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
Network Slice Lifecycle Management for 5G Mobile Networks: An Intent-Based Networking Approach. IEEE Access 9 (2021)
Khizar Abbas, Muhammad Afaq, Talha Ahmed Khan, Asif Mehmood, Wang-Cheol Song
IBNSlicing: Intent-Based Network Slicing Framework for 5G Networks using Deep Learning. APNOMS (2020)
Muhammad Saqib, Asif Mehmood, Adeel Rafiq, Muhammad Afaq, Wang-Cheol Song
Distributed SDN Based Network State Aware Architecture for Flying Ad-hoc Network. APNOMS (2020)
Ihtesham Ul Islam, Khalil Ullah, Muhammad Afaq, Javed Iqbal, Amjad Ali
Towards the automatic segmentation of HEp-2 cells in indirect immunofluorescence images using an efficient filtering based approach. Multim. Tools Appl. 79 (45-46) (2020)
Talha Ahmed Khan, Khizar Abbas, Muhammad Afaq, Adeel Rafiq, Wang-Cheol Song
GAN and DRL Based Intent Translation and Deep Fake Configuration Generation for Optimization. ICTC (2020)
Adeel Rafiq, Muhammad Afaq, Wang-Cheol Song
Intent-based networking with proactive load distribution in data center using IBN manager and Smart Path manager. J. Ambient Intell. Humaniz. Comput. 11 (11) (2020)
Talha Ahmed Khan, Asif Mehmood, Javier Jose Diaz Rivera, Muhammad Afaq, Khizar Abbas, Wang-Cheol Song
Intent-Based Orchestration of Network Slices and Resource Assurance using Machine Learning. NOMS (2020)
Adeel Rafiq, Talha Ahmed Khan, Muhammad Afaq, Wang-Cheol Song
Service Function Chaining and Traffic Steering in SDN using Graph Neural Network. ICTC (2020)
Muhammad Tahir Abbas, Muhammad Ali Jibran, Muhammad Afaq, Wang-Cheol Song
An adaptive approach to vehicle trajectory prediction using multimodel Kalman filter. Trans. Emerg. Telecommun. Technol. 31 (5) (2020)
Muhammad Tahir Abbas, Muhammad Afaq, Wang-Cheol Song
SD-IoV: SDN enabled routing for internet of vehicles in road-aware approach. J. Ambient Intell. Humaniz. Comput. 11 (3) (2020)
Adeel Rafiq, Muhammad Afaq, Wang-Cheol Song
Mobility Performance Enhancement in Small Cells Cluster of 5G Network: A Handover Overhead Reduction Approach. APNOMS (2020)
Muhammad Afaq, Javed Iqbal, Talha Ahmed, Ihtesham Ul Islam, Murad Khan, Muhammad Sohail Khan
Towards 5G network slicing for vehicular ad-hoc networks: An end-to-end approach. Comput. Commun. 149 (2020)
Asif Mehmood, Muhammad Afaq, Talha Ahmed Khan, Javier Jose Diaz Rivera, Javed Iqbal, Ihtesham Ul Islam, Wang-Cheol Song
Energy-efficient auto-scaling of virtualized network function instances based on resource execution pattern. Comput. Electr. Eng. 88 (2020)
Talha Ahmed Khan, Khizar Abbas, Adeel Rafique, Muhammad Afaq, Wang-Cheol Song
Generic Intent-based Networking Platform for E2E Network Slice Orchestration & Lifecycle Management. APNOMS (2020)
Muhammad Afaq, Talha Ahmed Khan, Khizar Abbas, Wang-Cheol Song
An End-to-end Intelligent Network Resource Allocation in IoV: A Machine Learning Approach. VTC Fall (2020)
Muhammad Tahir Abbas, Muhammad Afaq, Wang-Cheol Song
Road-Aware Estimation Model for Path Duration in Internet of Vehicles (IoV). Wirel. Pers. Commun. 109 (2) (2019)
Ihtesham Ul Islam, Khalil Ullah, Muhammad Afaq, Muhammad Hasanain Chaudary, Muhammad Kashif Hanif
Spatio-temporal sEMG image enhancement and motor unit action potential (MUAP) detection: algorithms and their analysis. J. Ambient Intell. Humaniz. Comput. 10 (10) (2019)
Muhammad Afaq, Wang-Cheol Song
A Novel Framework for Resource Orchestration in OpenStack Cloud Platform. KSII Trans. Internet Inf. Syst. 12 (11) (2018)
Muhammad Afaq, Dong-hun Kang, Seung-Joon Seok, Wang-Cheol Song
Service orchestration over clouds and networks. Int. J. Commun. Networks Distributed Syst. 21 (4) (2018)
Muhammad Afaq, Wang-Cheol Song, Seung-Joon Seok, M. G. Kang
sFlow monitoring system in a disaster-resilient global SDN testbed based on KOREN/APII/TEIN network. Int. J. Comput. Aided Eng. Technol. 10 (4) (2018)
Muhammad Afaq, Wang-Cheol Song, M. G. Kang
A software defined networking-based resilient framework combined with power-efficient PS-LTE network. Int. J. Adv. Intell. Paradigms 11 (1/2) (2018)
Seung-Joon Seok, Muhammad Afaq, Kyungbaek Kim, Deokjai Choi, Youn-Hee Han, Woojin Seok, Wang-Cheol Song
multiFIA Multi-dimensional future Internet architecture. ICUFN (2017)
Muhammad Afaq, Wang-Cheol Song
sFlow-based resource utilization monitoring in clouds. APNOMS (2016)
Muhammad Afaq, Shafqat Ur Rehman, Wang-Cheol Song
Visualization of elephant flows and QoS provisioning in SDN-based networks. APNOMS (2015)
Waqas Ahmed Imtiaz, Muhammad Afaq, Muhammad Asmatullah Khan Babar
mSCTP Based Decentralized Mobility Framework CoRR (2013)