Adam S.Z. Belloum
a.s.z.belloum@uva.nl / a.belloum@esciencecenter.com
MSc Projects
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Rein Spanjer "Protocol-Level Kafka Controls in a Customizable Proxy", Sc thesis, Software Engineering MSc Program UvA, the Netherlands, July 2024. [pdf]
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Asror Akbarkhodjaev "Resource Allocation using Reinforcement learning in Cloud-Edge Collaborative Environment", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2024. [pdf]
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Zhiheng Yang "Future Network Services with Next-Generation Network Digital Twins: Architectural Framework and Tool Evaluation ", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2024. [pdf]
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Milo Murati " Bringing Concurrency to Kernel Tuner: GPU Auto-Tuning in Multi-Node Systems", Software Engineering MSc Program UvA,, the Netherlands, July 2024. [pdf]
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Yixin Hu "Evaluation Pipeline of Query-Answer System Powered by GPT-3.5 and RAG Pipeline ", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2024. [pdf][posdcast]
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Shreyas Vivek Patil " working title: enforcing software policies", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2024. [pdf]
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Boyuan Xiao " Mass Communication System: A State-of-art Practice of Event Stream Processing ", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, June 2024. [pdf]
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Radu-Marian Doros " working title: enforcing software policies", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, september 2023. [pdf]
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Willem van der Spek " Technical Challenges and Opportunities in Explainable Artificial Intelligence", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, September 2023. [pdf]
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Bowen Liu " Differential Privacy in Deep Learning: A Tabular to Image Classification Approacj", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, August 2023. [pdf]
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Selin Acan " Prediction Of The Outcome of Asphyxia Patients After Hypothermic Treatment with Continuous Variables ", Sc thesis, Software Engineering MSc Program UvA, the Netherlands, August 2023.[pdf]
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Zhining Bai "Directing the force: mapping the eScience Center’s network", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2023. [pdf]
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ChiaLyu " Personalized Cancer Vaccine: An Improved Graph Neural Network Model for pMHC Binding Affinity Prediction", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2023. [pdf]
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Alina Boshchenko "Transaction isolation with the append-only log concept in the key-value storage", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2023. [pdf]
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Ilias Daia "An Analysis of Privacy Policy Languages and their Compliance with the General Data Protection Regulation (GDPR)", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, April 2023. [pdf]
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Rohit Show "All-Stage Machine Learning-Driven B2B Sales Predictor", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, March 2023. [pdf]
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Rui Pan "The Performance Impact of Zero-Knowledge Proof on Blockchain Frameworks in Terms of Asset Lending Management System", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, March 2023. [pdf]
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Yancheng Zhuang "A Lightweight Performance Estimation Approach for Spark", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, December 2022. [pdf]
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Daan Vinken, "Comparative performance analysis of distributed web applications running in three common virtualization scenarios ", MSc thesis, Computational Science joint Program UvA-VU, the Netherlands, October 2022. [pdf]
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Kaixi Ma, "Data Lineage for ETL pipelines in Production with AWS Glue Studio and Spline", Sc thesis, Computational Science joint Program UvA-VU, the Netherlands, October 2022. [pdf]
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Abijith Radhakrishnan "An Architecture for Implementing Large Scale Message and Event Scheduling Systems", MSc thesis, Computer Science joint Program UvA-VU, the Netherlands, November 2022. [pdf]
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Gyan de Haan "Application and Assessment of Prediction Models using Deep Learning on Dutch Unstructured Clinical Text", MSc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2022. [pdf]
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Li Zhong "Reinforcement Learning based Resource Allocation Mechanisms in Serverless Clouds", MSc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2022. [pdf]
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Lin, Chih-chieh "Continuous Scraping and its Management", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2022. [pdf]
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Wang, Haochen "Basic level detection: Learning from corpus characteristics and synthetic features", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2022. [pdf]
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Leyu Liu, "Implementing A Federated Machine Learning Scenario Using Vantage6 and Brane", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, September 2021. [pdf]
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Yu Wang "Investigation on the Effect of Data Bias in Differentially Private Federated Learning", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, August 2021. [pdf]
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k.muthiah kasinathan "Infer - A Full Scale B2B Sales Predictor", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, August 2021. [pdf]
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Jelle Mandes "Towards Real-Time Video Quality Assessment Onto Low-Latency Streaming" MSc thesis, software engineering UvA, the Netherlands, July 2021, [pdf]
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Simon Tokloth "Comparison of Federated Learning Scenarios: Vantage6 and PyTorch Distributed for Privacy-Preserving Learning", Sc thesis, Data science Program UvA, the Netherlands, July 2021. [pdf]
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Yizhen Zhao "MLOps Scaling ML in an Industrial Setting",Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2021. [pdf]
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You Hu "Self adjusted auto provisioning at resource level",Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, February 2021. [pdf]
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Melvin Hazeleger, A multi-site approach to vascular age", MSc thesis, software engineering UvA, the Netherlands, January 2021, [pdf]
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Shruti Rao "Deep Learning for Neutrino Particle Detection using PointNet" Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, December 2020. [pdf]
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Arumoy Shome "KM3NeT Neutrino Detection using Deep Learning", Sc thesis, Computer Science joint Program UvA-VU, the Netherlands, October 2020. [pdf]
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Maarten Petit "Position Bias Estimation for Unbiased Learning-to-Rank in Product Search" MSc thesis, Computer Science joint Program UvA-VU, the Netherlands, August 2020. [pdf]
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Siwa Sardjoemissier, "Emotion based text style transfer", MSc thesis, software engineering UvA, the Netherlands, May 2020,[pdf]
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Saba Amiri, "RFI Mitigation in Radio Astronomy Using a Deep Learning-Based Method", MSc thesis, Computer Science joint Program UvA-VU, the Netherlands, April 2020.[pdf]
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Aimilios Voma" Empirical Survey On Text Representations In Sentiment Analysis" MSc thesis, Computer Science joined Program UvA-VU, the Netherlands, September 2019. [pdf]
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Matthijs Kaandorp " Easy and Efficient Querying of Smart Contract Data while Maintaining Data Integrity", MSc thesis, software engineering UvA, the Netherlands, August 2019,[pdf]
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Huseyin Ediz Yildirim " Evaluating Energy Consumption of Distributed and Non-Distributed File Systems" MSc thesis, Computer Science joint Program UvA-VU, the Netherlands, August 2019. [pdf]
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Rosco Kalis "CashScript: A high-level language for Bitcoin Cash Script", MSc thesis, software engineering UvA, the Netherlands, August 2019. [pdf]
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Tung Nguyen "Semantic segmentation for Remote sensing imagery with distributed deep learning pipeline " MSc thesis, Computer Science joint Program UvA-VU, the Netherlands, August 2019. [pdf]
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Konrad Karas " Data processing pipeline for the KM3NeT neutrino telescope" MSc thesis, Computer Science joint Program UvA-VU, the Netherlands, August 2019. [pdf]
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Tom van Hateren " Parallelization of the ddf-pipeline & introduction to radio astronomy" MSc thesis, Computer Science joint Program UvA-VU, the Netherlands, August 2019. [pdf]
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Sara Sal "Evaluation and post-correction of OCR of digitized historical newspapers" MSc thesis, Computer Science joint Program UvA-VU, the Netherlands, July 2019. [pdf]
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Nikolaos Niopas "Benchmarking data partitioning techniques in HDFS for big real spatial data", MSc thesis, software engineering UvA UvA, the Netherlands, July 2019. [pdf]
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S J Bulder "Point of Sale Merchant Segmentation in the Payments Industry", MSc thesis, Information sciences UvA, the Netherlands, July 2019. [pdf]
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Tjarco Kerssens "Applicability of Progressive Web Apps in Mobile Development", MSc thesis, software engineering UvA, the Netherlands, June 2019. [pdf]
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Antonios Orestis Roussos "Towards scientific software improvement Proposing a methodology"MSc thesis, Computer Science joined Program UvA-VU, the Netherlands, May 2019.[pdf]
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Away Korde "Accelerating reproducible research in computational sciences" MSc thesis, Computer Science joined Program UvA-VU, the Netherlands, July 2018. [pdf]
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Onno Valkering "Privacy-Preserving Record Linkage with the Hadoop-ecosystem" MSc thesis, Computer Science joined Program UvA-VU, the Netherlands, July 2018. [pdf]
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Timo Dobber "Suitability of WebRTC applications for video consultations on mobile devices" MSc thesis, Software Engineering, University of Amsterdam, July 2018. [pdf]
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Hector Stenger "Utilizing WebRTC DataChannels in a server-to-peer connection" MSc thesis, Software Engineering, University of Amsterdam, July 2018. [pdf]
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Tim Vonse "Achieving high-throughput storage on commodity”, MSc thesis, Software Engineering, University of Amsterdam, July 2018.
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Boris van Linschoten Mid-term air quality forecast using remote sensing data and machine learning, MSc thesis, Free University Amsterdam, the Netherlands, Dec 2017, [pdf]
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Baris can Vural, An Empirical Study of Document Similarity and Term Extraction Using Apache Spark, MSc thesis, Free University Amsterdam, the Netherlands, July 2017, [pdf]
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Carlo Butelli, Performance Analysis of a database Leyer's Migration from RDBMS to NoSQL Solution in Amazon AWS, MSc thesis, Free University Amsterdam, the Netherlands, July 2017, [pdf]
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Tom Peerdeman, Assessment of using big data software for remote sensing applications, MSc thesis, Free University Amsterdam, the Netherlands, April 2017, [pdf ]
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Mark Alexander Santcroos, A Dynamic Enactment of Scientific Workflows using Pilot-Abstractions, MSc thesis, Free University Amsterdam, the Netherlands, October 2016, [pdf]
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Alex Oberhauser, A Distributed Computation Engine for Reproducible, Veriable, Reusable and Transparent Computations, MSc thesis, Free University Amsterdam, the Netherlands, December 2015, [pdf]
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Boris Rottmann, Integrating the Technology Acceptance Model into a Service Oriented Analysis and Design Methodology: The case of Workflow System Virtual Laboratory Abstract Machine Amsterdam (WS-VLAM), MSc thesis, University of Amsterdam, the Netherlands, March 2013, [pdf].
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Ganeshwara Herawan Hananda Putra, Workflow Orchestration On WeevilScout, MSc thesis, University of Amsterdam, Amsterdam, Amsterdam the Netherlands, March 2013, [pdf].
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Philip Pittle, Automated Web Service Inventory Management Software, MSc thesis, University of Amsterdam, Amsterdam, the Netherlands, August 2012, [pdf].
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Arjan Borst, Measuring the Performance and Availability of Cloud Infrastructures, MSc thesis, University of Amsterdam, Amsterdam, the Netherlands, June 2012, [pdf].
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Torsten Matzerath, Provenance in WS-VLAM Comparing Open Provenance Model with History Tracing XML-based Provenance Framework, FH Aachen University of Applied Sciences, April 2011, [pdf].
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Tunde Balint, Middleware independent workflow, engine, MSc thesis, University of Amsterdam, Amsterdam, the Netherlands, October 2010, [pdf].
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Reginald Cushing, Datafluo: A Scientific Workflow Engine, MSc thesis, University of Amsterdam, Amsterdam, the Netherlands, October 2010, [pdf].
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Spyridon Koulouzis, Scalable Data Transfers for Web Services, MSc thesis, University of Amsterdam, Amsterdam, the Netherlands, September 2009, [pdf].
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K. C. Maheshwar, Problem solving environment for Medical image analysis, MSc thesis, University of Amsterdam, Amsterdam, the Netherlands, August 2007, [pdf].
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Pedro Amaro Ferreira da Silva, Performance Modeling of UML Designs: An approach based in Petri Nets, MSc thesis, University of Amsterdam, Amsterdam, the Netherlands, August 2007, [pdf].
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Alexandros Bakaros, Simulation for Scheduling Parameter Sweep Tasks on Global Grids, MSc thesis, University of Amsterdam, Amsterdam, the Netherlands, September 2006, [pdf1, pdf2].
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Konstantinos Krommydas, Web Services Discovery on Gnutella (decentralized P2P networks), MSc thesis, University of Amsterdam, Amsterdam, the Netherlands, September 2006, [pdf].
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Hamzeh Sheikhhasan, A Comparison of Interpolation Techniques for Spatial Data Prediction University of Amsterdam, Amsterdam, the Netherlands, June 2006, [pdf].
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Vincent Buijtendijk, Module Deployment & Management within the Grid-based Virtual Laboratory for e-Science, [pdf].
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Sander Ketelaar, Performance Models for Virtual Laboratory Modules, University of Amsterdam, Amsterdam, the Netherlands, May 2005, [pdf].
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Alexander de Ridder, Collaboration in the Virtual Laboratory for e-Sciences, University of Amsterdam, Amsterdam, the Netherlands, October 2004, [pdf].