Muhammad Afaq

Orcid: 0000-0001-8678-0754

According to our database1, Muhammad Afaq authored at least 53 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Assuring Efficient Path Selection in an Intent-Based Networking System: A Graph Neural Networks and Deep Reinforcement Learning Approach.
J. Netw. Syst. Manag., April, 2024

2023
Secure Enrollment Token Delivery Mechanism for Zero Trust Networks Using Blockchain.
IEICE Trans. Commun., December, 2023

An Intent-Based Networking mechanism: A study case for efficient path selection using Graph Neural Networks.
Proceedings of the NOMS 2023, 2023

Streaming via SDN: Resource forecasting for video streaming in a Software-Defined Network.
Proceedings of the Fourteenth International Conference on Ubiquitous and Future Networks, 2023

Blockchain and Intent-Based Networking: A Novel Approach to Secure and Accurate Network Policy Implementation.
Proceedings of the 24st Asia-Pacific Network Operations and Management Symposium, 2023

2022
A Machine Learning-based Real-time Monitoring System for Classification of Elephant Flows on KOREN.
KSII Trans. Internet Inf. Syst., 2022

Designing and implementation of energy-efficient wireless photovoltaic monitoring system.
Trans. Emerg. Telecommun. Technol., 2022

Energy loss prediction in nonoriented materials using machine learning techniques: A novel approach.
Trans. Emerg. Telecommun. Technol., 2022

An efficient SDN-based LTE-WiFi spectrum aggregation system for heterogeneous 5G networks.
Trans. Emerg. Telecommun. Technol., 2022

Automation of network anomaly detection and mitigation with the use of IBN: A deployment case on KOREN.
Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

Ensemble Learning-based Network Data Analytics for Network Slice Orchestration and Management: An Intent-Based Networking Mechanism.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

Secure 2 Tier Routing based on Vehicle Classification using Blockchain.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

ZT&T: Secure blockchain-based tokens for service session management in Zero Trust Networks.
Proceedings of the 6th Cyber Security in Networking Conference, 2022

GENEVE@TEIN: A Sophisticated Tunneling Technique for Communication between OpenStack-based Multiple Clouds at TEIN.
Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

Secure enrollment token delivery for Zero Trust networks using blockchain.
Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

Multi-Class Traffic Density Forecasting in IoV using Spatio-Temporal Graph Neural Networks.
Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

Proactive Intent Policy Activation: An ML-Assisted Resource Forecasting Approach.
Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

Software Defined Perimeter Monitoring and Blockchain-Based Verification of Policy Mapping.
Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

2021
Multi-feature-based crowd video modeling for visual event detection.
Multim. Syst., 2021

Performance analysis of vertical handover techniques based on IEEE 802.21: Media independent handover standard.
Trans. Emerg. Telecommun. Technol., 2021

Network Slice Lifecycle Management for 5G Mobile Networks: An Intent-Based Networking Approach.
IEEE Access, 2021

Intent-based networking platform: an automated approach for policy and configuration of next-generation networks.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Intent-based Networking Approach for Service Route and QoS control on KOREN SDI.
Proceedings of the 7th IEEE International Conference on Network Softwarization, 2021

Sensor Virtualization and Data Orchestration in Internet of Vehicles (IoV).
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

An ML Based Anomaly Detection System in real-time data streams.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

A Road-aware Approach for Hierarchical Routing in IoV based on Intents and Q-values.
Proceedings of the 22nd Asia-Pacific Network Operations and Management Symposium, 2021

Applying RouteNet and LSTM to Achieve Network Automation: An Intent-based Networking Approach.
Proceedings of the 22nd Asia-Pacific Network Operations and Management Symposium, 2021

Machine Learning-based Cache Optimization on MEC Platform.
Proceedings of the 22nd Asia-Pacific Network Operations and Management Symposium, 2021

Network Data Analytics Function for IBN-based Network Slice Lifecycle Management.
Proceedings of the 22nd Asia-Pacific Network Operations and Management Symposium, 2021

2020
Towards the automatic segmentation of HEp-2 cells in indirect immunofluorescence images using an efficient filtering based approach.
Multim. Tools Appl., 2020

Intent-based networking with proactive load distribution in data center using IBN manager and Smart Path manager.
J. Ambient Intell. Humaniz. Comput., 2020

SD-IoV: SDN enabled routing for internet of vehicles in road-aware approach.
J. Ambient Intell. Humaniz. Comput., 2020

An adaptive approach to vehicle trajectory prediction using multimodel Kalman filter.
Trans. Emerg. Telecommun. Technol., 2020

Towards 5G network slicing for vehicular ad-hoc networks: An end-to-end approach.
Comput. Commun., 2020

Energy-efficient auto-scaling of virtualized network function instances based on resource execution pattern.
Comput. Electr. Eng., 2020

An End-to-end Intelligent Network Resource Allocation in IoV: A Machine Learning Approach.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Intent-Based Orchestration of Network Slices and Resource Assurance using Machine Learning.
Proceedings of the NOMS 2020, 2020

Service Function Chaining and Traffic Steering in SDN using Graph Neural Network.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

GAN and DRL Based Intent Translation and Deep Fake Configuration Generation for Optimization.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Distributed SDN Based Network State Aware Architecture for Flying Ad-hoc Network.
Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

Mobility Performance Enhancement in Small Cells Cluster of 5G Network: A Handover Overhead Reduction Approach.
Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

Generic Intent-based Networking Platform for E2E Network Slice Orchestration & Lifecycle Management.
Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

IBNSlicing: Intent-Based Network Slicing Framework for 5G Networks using Deep Learning.
Proceedings of the 21st Asia-Pacific Network Operations and Management Symposium, 2020

2019
Road-Aware Estimation Model for Path Duration in Internet of Vehicles (IoV).
Wirel. Pers. Commun., 2019

Spatio-temporal sEMG image enhancement and motor unit action potential (MUAP) detection: algorithms and their analysis.
J. Ambient Intell. Humaniz. Comput., 2019

2018
A Novel Framework for Resource Orchestration in OpenStack Cloud Platform.
KSII Trans. Internet Inf. Syst., 2018

Service orchestration over clouds and networks.
Int. J. Commun. Networks Distributed Syst., 2018

sFlow monitoring system in a disaster-resilient global SDN testbed based on KOREN/APII/TEIN network.
Int. J. Comput. Aided Eng. Technol., 2018

A software defined networking-based resilient framework combined with power-efficient PS-LTE network.
Int. J. Adv. Intell. Paradigms, 2018

2017
multiFIA Multi-dimensional future Internet architecture.
Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

2016
sFlow-based resource utilization monitoring in clouds.
Proceedings of the 18th Asia-Pacific Network Operations and Management Symposium, 2016

2015
Visualization of elephant flows and QoS provisioning in SDN-based networks.
Proceedings of the 17th Asia-Pacific Network Operations and Management Symposium, 2015

2013
mSCTP Based Decentralized Mobility Framework
CoRR, 2013


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