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Personal Details
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| Name | Dr Punit Gupta |
| Designation | Assistant Professor |
| Department | Department of Computer Science and Engineering, School of Technology |
| Email | Punit.Gupta@sot.pdpu.ac.in |
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Educational Qualifications
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| Ph.D (Cloud Computing, Jaypee University of Information Technology), 2017 |
| M.Tech. (cloud computing, Jaypee Institute of Information Technology), 2012 |
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Professional Affiliation
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| University College Dublin, National College Ireland |
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Awards
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| Best coordinator award spoken tutorial, MDRD India |
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Publications / Articles / Conference
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| Research based or onographs/Textbooks published |
| 'Optimizing Edge and Fog Computing Applications with AI and Metaheuristic Algorithms', Taylor and frances, Sep 2025 |
| ' Advanced Computing Techniques for Optimization in Cloud', Taylor and francis, Sep 2024 |
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| Articles/Chapters Published in the books |
| 'EP-MPCHS: Edge Server-Based Cloudlet Offloading Using Multi-Core and Parallel Heap Structures', taylorfrancis, Sep 2025 |
| 'Artificial Intelligence and Computational Biology in Drug Discovery', taylorfrancis, Sep 2025 |
| 'Intelligent Tools and Techniques for Real-Life Diseases', taylorfrancis, Sep 2025 |
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| Published Papers in Journals |
| 'A Fault Tolerant Framework Using Salp Swarm Optimization and Decision Tree for Fog Edge Environment', IEEE Communications Standards Magazine, pp. 1-6, Jan 2026, DOI : https://doi.org/10.1109/MCOMSTD.2026.3664433 |
| 'Brain tumor segmentation in multi-modal MRI: A comparative study', Journal of Integrated Science and Technology, pp. 1153-1168, Jun 2025, DOI : https://doi.org/10.62110/sciencein.jist.2025.v13.1153 |
| 'Augmented Ensemble Model (AEM) for health trends prediction on social networks', PLOS One, pp. e0323449-18, Jun 2025, DOI : https://doi.org/10.1371/journal.pone.0323449 |
| 'ConvLSTM-based tropical cyclone intensity estimation and classification using satellite imagery over the North Indian ocean', PLOS One, pp. e0330705-20, Dec 2025, DOI : https://doi.org/10.1371/journal.pone.0330705 |
| 'Efficient virtual machine placement in cloud computing environment using BSO-ANN based hybrid technique', Alexandria Engineering Journal, pp. 1-8, Jan 2025, DOI : https://doi.org/10.1016/j.aej.2024.09.103 |
| 'Investigating the performance of multivariate LSTM models to predict the occurrence of Distributed Denial of Service (DDoS) attack', plosone, pp. 1-17, Jan 2025, DOI : https://doi.org/10.1371/journal.pone.0313930 |
| 'Optimized technique for speaker changes detection in multispeaker audio recording using pyknogram and efficient distance metric', plosone, pp. 1-14, Nov 2024, DOI : https://doi.org/10.1371/journal.pone.0314073 |
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| Full Papers in Conference Proceedings |
| 'Scalable Resource Allocation for Cloud IaaS Using Energy Valley Algorithm', , pp. 35-45, Jan 2026, DOI : https://doi.org/10.1007/978-3-032-13757-9_3 |
| 'Plant Disease Detection and Classification Through Deep Learning and Transfer Learning', 2025 International Conference on Artificial Intelligence and Machine Vision (AIMV), pp. 1-6, Aug 2025, DOI : https://doi.org/10.1109/AIMV66517.2025.11203499 |
| 'A review of Meta-Heuristic Algorithms for Task Scheduling in Cloud Infrastructure', AIMV, pp. 1-6, Oct 2025, DOI : https://doi.org/10.1109/ICDECS59733.2023.10503263 |
| 'Plant Disease Detection and Classification Through Deep Learning and Transfer Learning', AIMV, pp. 1-6, Oct 2025, DOI : https://doi.org/10.1109/AIMV66517.2025.11203499 |
| 'Unsupervised Learning Approaches for Online Purchase Prediction: A Performance Comparison', 2025 International Conference on Sustainability, Innovation & Technology (ICSIT), pp. 1-6, Aug 2025, DOI : https://doi.org/10.1109/ICSIT65336.2025.11295684 |
| 'Data-Driven Diamond Pricing: Leveraging Machine Learning for Precise Cost Estimation', 2025 International Conference on Sustainability, Innovation & Technology (ICSIT), pp. 1-6, Aug 2025, DOI : https://doi.org/10.1109/ICSIT65336.2025.11293888 |
| 'Fine-Tuned EfficientNetB0 Model for Accurate Bird Species Identification and Multi-Classification', 2025 7th International Conference on Signal Processing, Computing and Control (ISPCC), pp. 639-644, Mar 2025, DOI : https://doi.org/10.1109/ISPCC66872.2025.11039315 |
| 'A Machine Learning Approach for Turbofan Jet Engine Predictive Maintenance', Sixth International Conference on Futuristic Trends in Networks and Computing Technologies (FTNCT06), pp. 161-171, Jan 2025, DOI : https://doi.org/10.1016/j.procs.2025.03.317 |
| 'Osteoporosis Prediction Model Using Machine Learning', 2025 International Conference on Artificial Intelligence and Machine Vision (AIMV), pp. 1-6, Aug 2025, DOI : https://doi.org/10.1109/AIMV66517.2025.11203465 |
| 'MRI-Based Early Detection and Classification of Alzheimer’s Disease with Grad-CAM Explainability', 2025 Seventeenth International Conference on Contemporary Computing (IC3), pp. 1-6, Aug 2025, DOI : https://doi.org/10.1109/IC366947.2025.11290211 |
| 'Context-Aware Phishing Email Detection Using Hybrid Machine Learning and Explainable AI', 2025 Seventeenth International Conference on Contemporary Computing (IC3), pp. 1-6, Aug 2025, DOI : https://doi.org/10.1109/IC366947.2025.11290431 |
| 'Rash Driving Detection Using IoT and ML', , pp. 437-451, Jan 2025, DOI : https://doi.org/10.1007/978-981-97-9619-9_36 |
| 'Performance Analysis of Intelligent Surveillance System in a Fog Computing Environment', , pp. 425-435, Jan 2025, DOI : https://doi.org/10.1007/978-981-97-9619-9_35 |
| 'A Comparative Review of Resource Optimization and Provision Techniques in Cloud Computing', , pp. 483-492, Jan 2025, DOI : https://doi.org/10.1007/978-981-97-5200-3_34 |
| 'GarbageDetectNet: A Framework for Multi-Class Garbage Detection using Convolutional Neural Network', 2025 3rd International Conference on Disruptive Technologies (ICDT), pp. 70-75, Mar 2025, DOI : https://doi.org/10.1109/ICDT63985.2025.10986496 |
| 'Sentiment Analysis: Concepts, Methods, and Applications', , pp. 359-370, Jan 2024, DOI : https://doi.org/10.1007/978-981-97-3690-4_27 |
| 'Mapping Segregation and Localization Using Google Point of Interest', 2024 Eighth International Conference on Parallel, Distributed and Grid Computing (PDGC), pp. 877-882, Dec 2024, DOI : https://doi.org/10.1109/PDGC64653.2024.10984383 |
| 'Anomaly Detection for Automated Cyber-attacks: Hybrid SVM ML-Based Approach', , pp. 339-350, Jan 2024, DOI : https://doi.org/10.1007/978-981-97-2550-2_25 |
| 'Spatial Data Quality in GIS Data: A Review', 2024 Eighth International Conference on Parallel, Distributed and Grid Computing (PDGC), pp. 737-742, Dec 2024, DOI : https://doi.org/10.1109/PDGC64653.2024.10984306 |
| 'Task Scheduling Cost Evaluation over Cloud with Using GA, ACO, PSO', , pp. 319-331, Jan 2024, DOI : https://doi.org/10.1007/978-981-97-3690-4_24 |
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| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'Data-Driven Crop Recommendation Framework using Machine Learning Models and IoT-Enabled Sensing', FTNCT 09, Dec 2025 |
| 'AreviewofMeta-HeuristicAlgorithms for TaskScheduling inCloud Infrastructure', IEEE International Conference on Artificial Intelligence and Machine Vision (AIMV)-2025, aug 2025 |
| 'Assessing Crop Yield Sensitivity to Climate Variables with Regression Models', ISPCC 2025, mar 2025 |
| 'Fine-Tuned EfficientNetB0 Model for Accurate Bird Species Identification and Multi-Classification', 7th International Conference on Signal Processing, Computing and Control , mar 2025 |
| 'Mapping Segregation and Localization Using Google Point of Interest', PDGC 2024, Dec 2024 |
| 'SPATIAL DATA QUALITY IN GIS DATA: A REVIEW', PDGC 2024, Dec 2024 |
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