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Dr Rajkumar Rathore
Uwch Ddarlithydd mewn Cyfrifiadureg
Ysgol Dechnolegau Caerdydd
Trosolwg
Mae Dr Rajkumar Singh Rathore yn Ddarlithydd yn Adran Gyfrifiadureg, Ysgol Dechnolegau Prifysgol Metropolitan Caerdydd, ac wedi bod yn addysgu trwy gydol ei yrfa. Mae ganddo sawl blwyddyn o brofiad cyfoethog mewn ansawdd addysgu, dysgu a rhagoriaeth ymchwil. Dr Rathore oedd y brigwr yn ystod ei radd ymchwil-PhD a chefnogwyd ei waith ymchwil yn llawn gan Brifysgol Nottingham Trent, y Deyrnas Unedig a Phrifysgol Metropolitan Manceinion, y Deyrnas Unedig. Mae gan Dr Rathore gefndir Ymchwil a Datblygu Eithriadol ac mae'n cwblhau prosiect ymchwil yn llwyddiannus trwy ddylunio Fframwaith Deallus ar gyfer Systemau Seiber-ffisegol y Genhedlaeth Nesaf. Mae wedi cyd-awduro chwe gwerslyfr ar gyfer myfyrwyr BSc ac MSc ar wahanol fodiwlau Cyfrifiadureg. Mae ganddo arbenigedd mewn dulliau addysgu sy'n seiliedig ar ymchwil, ac mae wedi'i ddyfarnu'n Athro Gorau lawer gwaith yn ystod ei yrfa. Mae'n aelod o amrywiol sefydliadau rhyngwladol mawreddog ym maes cyfrifiadureg. Mae'n adolygydd nifer o Gylchgronau a Chynadleddau Rhyngwladol honedig a adolygir gan gymheiriaid. Mae wedi gwasanaethu fel aelod o Bwyllgor y Rhaglen Dechnegol ac wedi cadeirio sesiynau mewn llawer o Gynadleddau Rhyngwladol honedig.
Cyhoeddiadau Ymchwil
Beyond boundaries a hybrid cellular potts and particle swarm optimization model for energy and latency optimization in edge computing
Sahu, D., Nidhi, Prakash, S., Sinha, P., Yang, T., Rathore, R. S. & Wang, L., 20 Chwef 2025, Yn: Scientific Reports. 15, 1Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
Revolutionizing load harmony in edge computing networks with probabilistic cellular automata and Markov decision processes
Sahu, D., Nidhi, Chaturvedi, R., Prakash, S., Yang, T., Rathore, R. S., Wang, L., Tahir, S. & Bakhsh, S. T., 29 Ion 2025, Yn: Scientific Reports. 15, 1, t. 3730 1 t., 3730.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
A Secure and Robust Machine Learning Model for Intrusion Detection in Internet of Vehicles
Tiwari, P. K., Prakash, S., Tripathi, A., Yang, T., Rathore, R. S., Aggarwal, M. & Shukla, N. K., 22 Ion 2025, Yn: IEEE Access. 13, t. 20678 - 20690 13 t.Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid
A Comprehensive Overview of Formal Methods and Deep Learning for Verification and Optimization
Swaroop, A., Singh, A., Chandra, G., Prakash, S., Yadav, S. K., Yang, T. & Rathore, R. S., 17 Ion 2025, 2024 International Conference on Decision Aid Sciences and Applications (DASA). Institute of Electrical and Electronics Engineers (IEEE), t. 1-6 6 t. (2024 International Conference on Decision Aid Sciences and Applications (DASA)).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid
A Computational Intelligence Inspired Framework for Intrusion Detection in WSN
Pandey, V. K., Prakash, S., Gupta, T. K., Yang, T., Singh, A. & Rathore, R. S., 17 Ion 2025, 2024 International Conference on Decision Aid Sciences and Applications (DASA). Institute of Electrical and Electronics Engineers (IEEE), t. 1-4 4 t. (2024 International Conference on Decision Aid Sciences and Applications (DASA)).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid
A Data-Driven Workload Prediction Model for Cloud Computing Using Machine Learning
Vajpayee, A., Tiwari, P. K., Prakash, S., Yang, T. & Rathore, R. S., 17 Ion 2025, 2024 International Conference on Decision Aid Sciences and Applications (DASA). Institute of Electrical and Electronics Engineers (IEEE), t. 1-6 6 t. (2024 International Conference on Decision Aid Sciences and Applications (DASA)).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid
An Efficient and Secure Framework for Smart Healthcare Using IoT and Machine Learning
Pandey, V. K., Prakash, S., Gupta, T. K., Rathore, V., Singh, A., Yang, T. & Rathore, R. S., 17 Ion 2025, 2024 International Conference on Decision Aid Sciences and Applications (DASA) . Institute of Electrical and Electronics Engineers (IEEE), t. 1-5 5 t. (2024 International Conference on Decision Aid Sciences and Applications (DASA)).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid
An Efficient ML-Based Model for Network Intrusion Detection System
Sinha, P., Prakash, S., Jha, S. K., Rathore, V., Yang, T., Rathore, R. S., Singh, A. & Mishra, R., 17 Ion 2025, 2024 International Conference on Decision Aid Sciences and Applications (DASA). Institute of Electrical and Electronics Engineers (IEEE), t. 1-5 5 t. (2024 International Conference on Decision Aid Sciences and Applications (DASA)).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid
An Efficient Model for American Sign Language Recognition Using Deep-Neural Networks
Chandra, A., Ranjan, A., Sahu, D. P., Prakash, S., Yang, T., Rathore, R. S. & Vajpayee, A., 17 Ion 2025, 2024 International Conference on Decision Aid Sciences and Applications (DASA). Institute of Electrical and Electronics Engineers (IEEE), t. 1-5 5 t. (2024 International Conference on Decision Aid Sciences and Applications (DASA)).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid
Blockchain-Enabled Real-Time Intrusion Detection Framework for a Cyber-Physical System
Bajpai, A., Singh, A., Kansal, V., Prakash, S., Yang, T. & Rathore, R. S., 17 Ion 2025, 2024 International Conference on Decision Aid Sciences and Applications (DASA). Institute of Electrical and Electronics Engineers (IEEE), t. 1-7 7 t. (2024 International Conference on Decision Aid Sciences and Applications (DASA)).Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid