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Research
  1. Queen Mary University of London
  2. Research
  3. Publications

Publications: Mr Muhammed Golec

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Golec M, Zhu L, Hatay ES, Wang H, Gill SS ( 2025 ) . Music Emotion Recognition-Based Business-Oriented Visualization Framework Using AI-driven Serverless Cloud Computing . International Journal of Business Analytics vol. 12 , ( 1 ) 1 - 26 .
( 2025 ) . HealthEdgeAI: GAI and XAI Based Healthcare System for Sustainable Edge AI and Cloud Computing Environments . Concurrency and Computation: Practice and Experience vol. 37 , ( 9-11 )
Golec M, Sinha AK, Wang H, Arya RC, Gill SS ( 2025 ) . Cloud Computing Based Diabetes Prediction Framework with Risk Factor Analysis . Networking Data Integrity and Manipulation in Cyber-Physical and Communication Systems , vol. 13 , Springer Nature
( 2025 ) . StockAICloud: AI-based sustainable and scalable stock price prediction framework using serverless cloud computing . The Journal of Supercomputing vol. 81 , ( 4 ) Article 527 ,
( 2025 ) . AmazonAICloud: proactive resource allocation using amazon chronos based time series model for sustainable cloud computing . Computing vol. 107 , ( 3 ) Article 77 ,
( 2024 ) . GAIKube: Generative AI-based Proactive Kubernetes Container Orchestration Framework for Heterogeneous Edge Computing . IEEE Transactions on Cognitive Communications and Networking1 - 1 .
( 2024 ) . Edge AI: A Taxonomy, Systematic Review and Future Directions . Cluster Computing vol. 28 , ( 1 ) 18 - 18 .
( 2024 ) . Cold Start Latency in Serverless Computing: A Systematic Review, Taxonomy, and Future Directions . ACM Computing Surveys
( 2024 ) . EdgeBus: Co-Simulation based resource management for heterogeneous mobile edge computing environments . Internet of Things vol. 28 , 101368 - 101368 .
( 2024 ) . ProKube: Proactive Kubernetes Orchestrator for Inference in Heterogeneous Edge Computing . International Journal of Network Management
Golec M, Hassan WU, Gill SS ( 2024 ) . AI-Based Edge Node Protection for Optimizing Security in Edge Computing . Applications of AI for Interdisciplinary Research , Taylor & Francis
Golec M, Ponugoti SS, Gill SS ( 2024 ) . Enhancing Data Security for Cloud Service Providers Using AI . Applications of AI for Interdisciplinary Research , Taylor & Francis
Golec M, Gill SS ( 2024 ) . Computing: Looking Back and Moving Forward . Proceedings of the 21st International Conference on Smart Business Technologies . Conference: 21st International Conference on Smart Business Technologies ( Dijon France ) from: 09/07/2024 to: 11/07/2024 , 7 - 14 .
Golec M, Hatay ES, Golec M, Uyar M, Golec M, Gill SS ( 2024 ) . Quantum cloud computing: Trends and challenges . Journal of Economy and Technology vol. 2 , 190 - 199 .
( 2024 ) . MASTER: Machine Learning-Based Cold Start Latency Prediction Framework in Serverless Edge Computing Environments for Industry 4.0 . IEEE Journal of Selected Areas in Sensors vol. 1 , 36 - 48 .
Murugesan SS, Velu S, Golec M, Wu H, Gill SS ( 2024 ) . Neural Networks based Smart e-Health Application for the Prediction of Tuberculosis using Serverless Computing . IEEE Journal of Biomedical and Health Informatics vol. PP , ( 99 ) 1 - 12 .
( 2024 ) . PRICELESS: Privacy enhanced AI-driven scalable framework for IoT applications in serverless edge computing environments . Internet Technology Letters
( 2024 ) . CAPTAIN: A Testbed for Co-Simulation of Scalable Serverless Computing Environments for AIoT Enabled Predictive Maintenance in Industry 4.0 . IEEE Internet of Things Journal1 - 1 .
( 2023 ) . ATOM: AI-Powered Sustainable Resource Management for Serverless Edge Computing Environments . IEEE Transactions on Sustainable Computing vol. PP , ( 99 ) 1 - 13 .
Nandhakumar AR, Baranwal A, Choudhary P, Golec M, Gill SS ( 2023 ) . EdgeAISim: A Toolkit for Simulation and Modelling of AI Models in Edge Computing Environments . Measurement: Sensors
( 2023 ) . BlockFaaS: Blockchain-enabled Serverless Computing Framework for AI-driven IoT Healthcare Applications . Journal of Grid Computing vol. 21 , ( 4 )
( 2023 ) . CoviDetector: A transfer learning-based semi supervised approach to detect Covid-19 using CXR images . BenchCouncil Transactions on Benchmarks, Standards and Evaluations vol. 3 , ( 2 ) Article 100119 , 100119 - 100119 .
( 2023 ) . HealthFaaS: AI based Smart Healthcare System for Heart Patients using Serverless Computing . IEEE Internet of Things Journal1 - 1 .
( 2023 ) . QoS Analysis for Serverless Computing Using Machine Learning . Serverless Computing: Principles and Paradigms , vol. 162 , Springer Nature
( 2022 ) . AI-based fog and edge computing: A systematic review, taxonomy and future directions . Internet of Things vol. 21 , Article 100674 , 100674 - 100674 .
( 2022 ) . TESCO: Multiple Simulations based AI-augmented Fog computing for QoS Optimization . Conference: 2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta) vol. 00 , 2092 - 2099 .
( 2022 ) . Fog Computing based Router-Distributor Application for Sustainable Smart Home . 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring) . Conference: 2022 IEEE 95th Vehicular Technology Conference (VTC2022-Spring) from: 19/06/2022 to: 22/06/2022 ,
( 2022 ) . AIBLOCK: Blockchain based Lightweight Framework for Serverless Computing using AI . Conference: 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid) vol. 00 , 886 - 892 .
( 2022 ) . FogDLearner: A Deep Learning-based Cardiac Health Diagnosis Framework using Fog Computing . Conference: Australasian Computer Science Week 2022136 - 144 .
( 2022 ) . AI for next generation computing: Emerging trends and future directions . Internet of Things vol. 19 , Article 100514 , 100514 - 100514 .
Doyle J, Golec M, Gill SS ( 2021 ) . BlockchainBus: A Lightweight Framework for Secure Virtual Machine Migration in Cloud Federations using Blockchain . Security and Privacy
Golec M, Ozturac R, Pooranian Z, Gill SS, Buyya R ( 2021 ) . iFaaSBus: A Security and Privacy based Lightweight Framework for Serverless Computing using IoT and Machine Learning . IEEE Transactions on Industrial Informatics vol. PP , ( 99 ) 1 - 1 .
Golec M, Gill SS, Bahsoon R, Rana O ( 2020 ) . BioSec: A Biometric Authentication Framework for Secure and Private Communication among Edge Devices in IoT and Industry 4.0 . IEEE Consumer Electronics Magazine vol. PP , ( 99 ) 1 - 1 .
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