Muhammad Zakarya

52 papers Journal 49Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hybrid deep learning based intrusion detection framework to identify cyber attacks in edge-based IIoT.
Telecommun. Syst.
Mahmood Al-Bahri, Mohammed Saleh Ali Muthanna, Muhammad Zakarya, Reem Ibrahim Alkanhel, Ayaz Ali Khan, Abdullah S. Alshahrani
2026 J jnl
Advanced computational models for urban traffic flow prediction: A comprehensive review and future directions.
Comput. Sci. Rev.
Ahmad Ali, Amin Sharafian, Hafiz Muhammad Yasir Naeem, Muhammad Zakarya, Zongze Wu, Xiaoshan Bai
2026 J jnl
Trust scoring algorithms for zero trust-based software-defined perimeter architectures: A systematic literature review of advancements, challenges, and future directions.
Comput. Electr. Eng.
Francis A. Ruambo, Deqing Zou, Ivandro Ortet Lopes, Bin Yuan, Ammar Muthanna, Muhammad Zakarya, Mohammed Saleh Ali Muthanna
2025 J jnl
A comparative study of deepfake facial manipulation technique using generative adversarial networks.
Discov. Artif. Intell.
Wasan Al Kishri, Jabar H. Yousif, Mahmood Al-Bahri, Muhammad Zakarya, Naveed Khan, Sanad Sulaiman Al Maskari, Ahmet Gurhanli
2025 J jnl
Adaptive Clustering in FANETs: A Fuzzy Logic Approach for Energy Efficiency and Network Stability.
Telecommun. Syst.
Mohamed Aissa, Badia Bouhdid, Mahmood Al-Bahri, Muhammad Zakarya, Khalfan Al Mayyahi
2025 J jnl
BackFillMe: An Energy and Performance Efficient Virtual Machine Scheduler for IaaS Datacenters.
IEEE Trans. Serv. Comput.
Muhammad Zakarya, Lee Gillam, Mohammad Reza Chalak Qazani, Ayaz Ali Khan, Khaled Salah, Omer F. Rana
2025 J jnl
Improving SpikeProp's Training Efficiency in Spiking Neural Networks for Large Language Models Through Innovative Weight Initialization.
Int. J. Comput. Intell. Syst.
Falah Y. H. Ahmed, Muhammad Zakarya, Naveed Khan, Dilovan Asaad Zebari, Mahmood Al-Bahri, Bwalya Kelvin Joseph, Abdullah Abdullah
2024 J jnl
A Neural Network-Based Motion Cueing Algorithm Using the Classical Washout Filter for Comprehensive Driving Scenarios.
IEEE Trans. Intell. Transp. Syst.
Mohammad Reza Chalak Qazani, Houshyar Asadi, Muhammad Zakarya, Chee Peng Lim, Alan Wee-Chung Liew, Mansour A. Karkoub, Saeid Nahavandi
2024 J jnl
A neighborhood-aware multi-Markovian switching particle swarm optimization technique for solving complex and expensive problems.
Soft Comput.
Muhammad Ilyas Khan Khalil, Izaz Ur Rahman, Muhammad Zakarya, Mukhtaj Khan
2024 J jnl
ApMove: A Service Migration Technique for Connected and Autonomous Vehicles.
IEEE Internet Things J.
Muhammad Zakarya, Lee Gillam, Ayaz Ali Khan, Omer F. Rana, Rajkumar Buyya
2024 J jnl
Energy Efficient Real-Time Tasks Scheduling on High-Performance Edge-Computing Systems Using Genetic Algorithm.
IEEE Access
Hameed Hussain, Muhammad Zakarya, Ahmad Ali, Ayaz Ali Khan, Mohammad Reza Chalak Qazani, Mahmood Al-Bahri, Muhammad Haleem
2024 J jnl
Specific Heat Capacity Extraction of Soybean Oil/MXene Nanofluids Using Optimized Long Short-Term Memory.
IEEE Access
Mohammad Reza Chalak Qazani, Navid Aslfattahi, Vladimir V. Kulish, Houshyar Asadi, Michal Schmirler, Muhammad Zakarya, Roohallah Alizadehsani, Muhammad Haleem, K. Kadirgama
2024 J jnl
Sustainable computing across datacenters: A review of enabling models and techniques.
Comput. Sci. Rev.
Muhammad Zakarya, Ayaz Ali Khan, Mohammad Reza Chalak Qazani, Hashim Ali, Mahmood Al-Bahri, Atta ur Rehman Khan, Ahmad Ali, Rahim Khan
2023 J jnl
A Comprehensive Study of Digital Image Steganographic Techniques.
IEEE Access
Shahid Rahman, Jamal Uddin, Muhammad Zakarya, Hameed Hussain, Ayaz Ali Khan, Aftab Ahmed Khan, Muhammad Haleem
2023 J jnl
An intelligent heart disease prediction system based on swarm-artificial neural network.
Neural Comput. Appl.
Sudarshan Nandy, Mainak Adhikari, Venki Balasubramanian, Varun G. Menon, Xingwang Li, Muhammad Zakarya
2023 J jnl
CoLocateMe: Aggregation-Based, Energy, Performance and Cost Aware VM Placement and Consolidation in Heterogeneous IaaS Clouds.
IEEE Trans. Serv. Comput.
Muhammad Zakarya, Lee Gillam, Khaled Salah, Omer F. Rana, Santosh Tirunagari, Rajkumar Buyya
2022 J jnl
A Machine Learning-Based Classification and Prediction Technique for DDoS Attacks.
IEEE Access
Ismail, Muhammad Ismail Mohmand, Hameed Hussain, Ayaz Ali Khan, Ubaid Ullah, Muhammad Zakarya, Aftab Ahmed Khan, Mushtaq Raza, Izaz Ur Rahman, Muhammad Haleem
2022 J jnl
A Novel Steganography Technique for Digital Images Using the Least Significant Bit Substitution Method.
IEEE Access
Shahid Rahman, Jamal Uddin, Habib Ullah Khan, Hameed Hussain, Ayaz Ali Khan, Muhammad Zakarya
2022 J jnl
A Selective Segmentation Model Using Dual-Level Set Functions and Local Spatial Distance.
IEEE Access
Afzal Rahman, Haider Ali, Noor Badshah, Lavdie Rada, Ayaz Ali Khan, Hameed Hussain, Muhammad Zakarya, Aftab Ahmed Khan, Izaz Ur Rahman, Mushtaq Raza, Muhammad Haleem
2022 J jnl
An Industrial IoT-Based Blockchain-Enabled Secure Searchable Encryption Approach for Healthcare Systems Using Neural Network.
Sensors
Aitizaz Ali, Mohammed Amin Almaiah, Fahima Hajjej, Muhammad Fermi Pasha, Ong Huey Fang, Rahim Khan, Jason Teo, Muhammad Zakarya
2022 J jnl
Exploiting dynamic spatio-temporal graph convolutional neural networks for citywide traffic flows prediction.
Neural Networks
Ahmad Ali, Yanmin Zhu, Muhammad Zakarya
2022 J jnl
Quality enhancement in a mm-wave multi-hop, multi-tier heterogeneous 5G network architecture.
Telecommun. Syst.
Aftab Ahmed Khan, Muhammad Zakarya, Xuan Liu, Rahim Khan, Ahmad Ali, Ayaz Ali Khan
2022 J jnl
epcAware: A Game-Based, Energy, Performance and Cost-Efficient Resource Management Technique for Multi-Access Edge Computing.
IEEE Trans. Serv. Comput.
Muhammad Zakarya, Lee Gillam, Hashim Ali, Izaz Ur Rahman, Khaled Salah, Rahim Khan, Omer F. Rana, Rajkumar Buyya
2021 J jnl
A Hybrid Approach for Seamless and Interoperable Communication in the Internet of Things.
IEEE Netw.
Rahim Khan, Ihsan Ali, Mian Ahmad Jan, Muhammad Zakarya, Muazzam Ali Khan Khattak, Sultan S. Alshamrani, Mohsen Guizani
2021 J jnl
A data aggregation based approach to exploit dynamic spatio-temporal correlations for citywide crowd flows prediction in fog computing.
Multim. Tools Appl.
Ahmad Ali, Yanmin Zhu, Muhammad Zakarya
2021 J jnl
An AI-enabled lightweight data fusion and load optimization approach for Internet of Things.
Future Gener. Comput. Syst.
Mian Ahmad Jan, Muhammad Zakarya, Muhammad Khan, Spyridon Mastorakis, Varun G. Menon, Venki Balasubramanian, Ateeq Ur Rehman
2021 J jnl
An Energy and Performance Aware Consolidation Technique for Containerized Datacenters.
IEEE Trans. Cloud Comput.
Ayaz Ali Khan, Muhammad Zakarya, Rajkumar Buyya, Rahim Khan, Mukhtaj Khan, Omer F. Rana
2021 J jnl
An N-State Markovian Jumping Particle Swarm Optimization Algorithm.
IEEE Trans. Syst. Man Cybern. Syst.
Izaz Ur Rahman, Zidong Wang, Weibo Liu, Baoliu Ye, Muhammad Zakarya, Xiaohui Liu
2021 J jnl
Energy, performance and cost efficient cloud datacentres: A survey.
Comput. Sci. Rev.
Ayaz Ali Khan, Muhammad Zakarya
2021 J jnl
Exploiting dynamic spatio-temporal correlations for citywide traffic flow prediction using attention based neural networks.
Inf. Sci.
Ahmad Ali, Yanmin Zhu, Muhammad Zakarya
2021 J jnl
FollowMe@LS: Electricity price and source aware resource management in geographically distributed heterogeneous datacenters.
J. Syst. Softw.
Hashim Ali, Muhammad Zakarya, Izaz Ur Rahman, Ayaz Ali Khan, Rajkumar Buyya
2021 J jnl
HeporCloud: An energy and performance efficient resource orchestrator for hybrid heterogeneous cloud computing environments.
J. Netw. Comput. Appl.
Ayaz Ali Khan, Muhammad Zakarya, Izaz Ur Rahman, Rahim Khan, Rajkumar Buyya
2021 J jnl
Modeling Dynamic Spatio-Temporal Correlations for Urban Traffic Flows Prediction.
IEEE Access
Nabeela Awan, Ahmad Ali, Fazlullah Khan, Muhammad Zakarya, Ryan Alturki, Mahwish Kundi, Mohammad Dahman Alshehri, Muhammad Haleem
2021 J jnl
PerficientCloudSim: a tool to simulate large-scale computation in heterogeneous clouds.
J. Supercomput.
Muhammad Zakarya, Lee Gillam, Ayaz Ali Khan, Izaz Ur Rahman
2020 J jnl
A Heuristic Approach for Finding Similarity Indexes of Multivariate Data Sets.
IEEE Access
Rahim Khan, Muhammad Zakarya, Ayaz Ali Khan, Izaz Ur Rahman, Mohd Amiruddin Abd Rahman, Muhammad Khalis Abdul Karim, Mohd Shafie Mustafa
2020 J jnl
An Energy and Performance Aware Scheduler for Real-Time Tasks in Cloud Datacentres.
IEEE Access
Hashim Ali, Muhammad Shuaib Qureshi, Muhammad Bilal Qureshi, Ayaz Ali Khan, Muhammad Zakarya, Muhammad Fayaz
2020 J jnl
An energy, performance efficient resource consolidation scheme for heterogeneous cloud datacenters.
J. Netw. Comput. Appl.
Ayaz Ali Khan, Muhammad Zakarya, Rahim Khan, Izaz Ur Rahman, Mukhtaj Khan, Atta ur Rehman Khan
2020 J jnl
An n-state switching PSO algorithm for scalable optimization.
Soft Comput.
Izaz Ur Rahman, Muhammad Zakarya, Mushtaq Raza, Rahim Khan
2020 J jnl
MAC-AODV Based Mutual Authentication Scheme for Constraint Oriented Networks.
IEEE Access
Muhammad Adil, Rahim Khan, Mohammed Amin Almaiah, Mohammed Al-Zahrani, Muhammad Zakarya, Muhammad Saeed Amjad, Rehan Ahmed
2019 J jnl
A Migration Aware Scheduling Technique for Real-Time Aperiodic Tasks Over Multiprocessor Systems.
IEEE Access
Ayaz Ali Khan, Abid Ali, Muhammad Zakarya, Rahim Khan, Mukhtaj Khan, Izaz Ur Rahman, Mohd Amiruddin Abd Rahman
2019 J jnl
An Extended Energy-Aware Cost Recovery Approach for Virtual Machine Migration.
IEEE Syst. J.
Muhammad Zakarya
2019 J jnl
Energy-aware dynamic resource management in elastic cloud datacenters.
Simul. Model. Pract. Theory
Ayaz Ali Khan, Muhammad Zakarya, Rahim Khan
2019 J jnl
H
IEEE Syst. J.
Ayaz Ali Khan, Muhammad Zakarya, Rahim Khan
2019 J jnl
LCSS-Based Algorithm for Computing Multivariate Data Set Similarity: A Case Study of Real-Time WSN Data.
Sensors
Rahim Khan, Ihsan Ali, Saleh M. Altowaijri, Muhammad Zakarya, Atiq Ur Rahman, Ismail Ahmedy, Anwar Khan, Abdullah Gani
2019 J jnl
Managing energy, performance and cost in large scale heterogeneous datacenters using migrations.
Future Gener. Comput. Syst.
Muhammad Zakarya, Lee Gillam
2019 J jnl
Modelling resource heterogeneities in cloud simulations and quantifying their accuracy.
Simul. Model. Pract. Theory
Muhammad Zakarya, Lee Gillam
2019 J jnl
PFARS: Enhancing throughput and lifetime of heterogeneous WSNs through power-aware fusion, aggregation, and routing scheme.
Int. J. Commun. Syst.
Rahim Khan, Muhammad Zakarya, Zhiyuan Tan, Muhammad Usman, Mian Ahmad Jan, Mukhtaj Khan
2018 J jnl
Technology-Assisted Decision Support System for Efficient Water Utilization: A Real-Time Testbed for Irrigation Using Wireless Sensor Networks.
IEEE Access
Rahim Khan, Ihsan Ali, Muhammad Zakarya, Ahmad M. Mustafa, Muhammad Imran, Muhammad Shoaib
2017 — conf
Collating and Analysing State-of-the-Art Hierarchical Routing Protocols in WSN to Increase Network Lifetime and Conserve Energy.
ICFNDS
Syed Bilal Hussain Shah, Fuliang Yin, Inam Ullah Khan, Zhe Chen, Muhammad Zakarya
2017 — —
Energy and performance aware resource management in heterogeneous cloud datacenters.
Muhammad Zakarya
2017 J jnl
Energy efficient computing, clusters, grids and clouds: A taxonomy and survey.
Sustain. Comput. Informatics Syst.
Muhammad Zakarya, Lee Gillam
2016 — conf
An Energy Aware Cost Recovery Approach for Virtual Machine Migration.
GECON
Muhammad Zakarya, Lee Gillam