📚 Peer-Reviewed Research
Selected Publications
Peer-reviewed work spanning two threads: internet routing & network systems (BGP, AS-level topology inference, CDN architectures) and applied AI / machine learning (deep learning, NLP & sentiment analysis, medical imaging, IoT). Published in venues including IEEE INFOCOM, ACM IMC, Scientific Reports, and Expert Systems with Applications.
29
Selected papers
2020–2025
Active years
2
Core research areas
Internet Routing & Network Systems
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Exploring the Internet Routing Registries to Augment AS-Level TopologyIEEE INFOCOM 2025 — IEEE Conference on Computer Communications, 1–10
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A survey on the state-of-the-art CDN architectures and future directionsJournal of Network and Computer Applications 236, 104106
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Machine Learning-based BGP Traffic Prediction2023 IEEE 22nd Int'l Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)
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SmartX BGP BVT: A First Real-Time BGP Blackholing Visibility Tool (Poster)Proceedings of the 2023 ACM Internet Measurement Conference (IMC), 710–711
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BGP traffic volume forecasting using LSTM frameworkProceedings of the 17th Int'l Conference on emerging Networking EXperiments and Technologies (CoNEXT)
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Detecting and analyzing border gateway protocol blackholing activityInternational Journal of Network Management 31 (4), e2143
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PHDs: IP prefix hijack detection systemPakistan Journal of Engineering and Technology 4 (1), 97–105
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Analyzing the deployment and performance of Multi-CDNs in PakistanPakistan Journal of Engineering and Technology 4 (1), 169–174
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AS relationships inference from the internet routing registriesProceedings of the SIGCOMM '20 Poster and Demo Sessions, 85–87
Applied AI, Machine Learning & Data Science
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Multi-Scale Dual-Stream CNN–Mamba Hybrid Framework for Accurate Nuclei Segmentation in H&E ImagesPakistan Journal of Scientific Research 5 (02), 18–25
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HybridSVG: Ensemble Framework for Detecting Spatially Variable Genes in Spatial Transcriptomics using Fusion of Global and Local AutocorrelationPakistan Journal of Scientific Research 5 (1), 54–62
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Cough2COVID-19 detection using an enhanced multi-layer ensemble deep learning framework and CoughFeatureRankerScientific Reports 14 (1), 25207
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Analysis of remote learning challenges during COVID-19 pandemic on Pakistan's education sectorPakistan Journal of Engineering and Technology 7 (2), 59–65
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Ensemble Deep Learning Framework for Situational Aspects-Based Annotation and Classification of International Students' Tweets during COVID-19Computers, Materials & Continua
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Aspect2Labels: A novelistic decision support system for higher educational institutions by using multi-layer topic modelling approachExpert Systems with Applications 209, 118119
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Deep learning based framework for emotion recognition using facial expressionPakistan Journal of Engineering and Technology 5 (3), 51–57
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Transfer learning-based framework for sentiment classification of cosmetics products reviewsPakistan Journal of Engineering and Technology 5 (3), 38–43
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A comparative analysis of social communication applications using aspect based sentiment analysisPakistan Journal of Engineering and Technology 5 (3), 44–50
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A predictive machine learning and deep learning approach on agriculture datasets for new Moringa oleifera varieties predictionPakistan Journal of Engineering and Technology 5 (1), 68–77
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IoT and deep learning based approach for rapid screening and face mask detection for infection spread control of COVID-19Applied Sciences 11 (8), 3495
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An intelligent IoT based healthcare system using fuzzy neural networksScientific Programming 2020 (1), 8836927
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An intelligent analytics approach to minimize complexity in ambiguous software requirementsScientific Programming 2021 (1), 6616564
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Sentiment analysis of Twitter tweets for mobile phone brandsPakistan Journal of Engineering and Technology 4 (1), 131–138
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Analysis of tracker-blockers performancePakistan Journal of Engineering and Technology 4 (1), 184–190
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Automatic speech emotion recognition using Mel frequency cepstrum coefficient and machine learning techniquePakistan Journal of Engineering and Technology 4 (1), 124–130
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Analyzing app releasing and the updating behavior of Android apps developersPakistan Journal of Engineering and Technology 4 (1), 106–111
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Analysis of Twitter Related to Eating and Mental DisordersPakistan Journal of Engineering and Technology 4 (1), 145–150
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Ranking of Pakistan's One-Day International Cricket Players Based on Link FusionPakistan Journal of Engineering and Technology 3 (2), 39–44
Research meets production
My published work in network systems and applied machine learning informs the way I build production AI platforms today. Explore the engineering side on my blog, or get in touch.