Datenbanken und Informationssysteme
Abgeschlossener Bachelor- und Masterarbeiten
Alle Arbeiten wurden von Prof. Dr. Volker Markl betreut.
2020
| Kandidat/in | Abschluss | Thema | Mentor |
|---|---|---|---|
| Gericke, Robert Alexander | B.Sc. | Lock-Free Data Structures for Locality-Aware Parameter Server | Alexander Renz-Wieland |
| Kabus, Peter | M.Sc. | Data Flow Driven Approach to Querying Data Streams in an Intelligent Transportation System | Dr. Alexander Borusan |
| Stanchev, Nedyalko | B.Sc. | Comparison of Haar’s and Daubechie’s Wavelet Methods in Synopsis Construction for Data Streams | Dr. Alexander Borusan |
| Tüter, Batuhan | B.Sc. | Lock-based Data Structures on GPUs with independent Thread Scheduling | Clemens Lutz |
2019
| Kandidat/in | Abschluss | Thema | Mentor |
|---|---|---|---|
| Aurich, Markus | M.Sc. | Efficient distributed stream processing using RDMA | Dr. Sebastian Breß Dr. Steffen Zeuch |
| Behrens, Tobias | M.Sc. | Energy Efficient Analytical Data Processing on ARM Architecture | Dr. Sebastian Breß Dr. Steffen Zeuch |
| Chumak, Oleksandr | M.Sc. | Efficient State Management for Large Streaming Machine Learning Moedels in Apache Flink | Bonaventura Del Monte Dr. Alireza Mahdiraji Dr. Frank Hermann |
| Dadiani, Alexander | B.Sc. | A Catalogue of Sampling Algorithms for Sensor Data | Jonas Traub |
| Denisov, Lev | M.Sc. | Platform for Analysis and Forecasting of Exhaust Emissions of Marine Traffic | Prof. Oscar Romero Moral Josep Lluis Berral Garcia David Carrera |
| Deuschle, Vincent | M.Sc. | End-to-End Benchmarking of Deep Learning Systems | Alexander Alexandrov |
| Dolot, Ferdiansyah | M.Sc. | Distributed Wavelet Sypnosis for Data Streams | Dr. Kaustubh Beedkar |
| Garnica Caparrós, Marc | M.Sc. | Posotional data modeling and analysis for permanent metrics in collaborative team sports.Cas stucy with Basketball defensvie evaluation | Dr. Robert Rein Prof. Fabian Wunderlich Dr. Martí Casals Prof. Jordi Cortés |
| Grulich, Philipp | M.Sc. | Compiler Optimizations for Stream Processing-Systems on Managed Languages | Gábor Gévay |
| Hernandez Fernandez, Omaira Virginia | B.Sc. | Simulation of an Inclusive Smart Mobility Service | Dr. Marcela Charfuelan Dr. Holmer Hemsen |
| Haoua, Marsa | M.Sc. | Distributed Analytics of Massive Remote Sensing Image Data | Dr. Marcela Charfuelan |
| Jentsch, Felix | B.Sc. | Investigating Optimizations for Self-Tuning Kernel Density Estimator Models | Martin Kiefer |
| Jütting, Christian Rainer | B.Sc. | Query Processing and Storing of Big Data: A Performance Comparison of Postgres, Neo4j, and Cassandra | Dr. Holmer Hemsen |
| Juraszek, Katarzyna | B.Sc. | Time-Series Stream Processing and State Space Models in Distributed Environments | Dr. Marcela Charfuelan |
| Kalkan, Jan | M.Sc. | Evaluation of Meta Path Based Graph Analysis in the Context of an Enterprise Recommender System | Dr. Holmer Hemsen |
| Kieslinger, Andreas | B.Sc. | Dynamic Parallelism in Large-Scale Graph Processing | Alexander Renz-Wieland |
| Krull, Matthes | B.Sc. | A Lightweight Web-Scale-Wrapper for High Performance Information Extraction | Dr. Holmer Hemsen |
| Ksoll, Maximilian | B.Sc. | On the Problem of Data Visualization Method Selection: Challenges and a Proposed Solution | Juan Soto |
| Kumar, Kshitij | M.Sc. | Application of Artificial Intelligence in Healthcare: Detecting concepts and generating captions for Medical Images | Bejamin Bergner Dr. Christoph Lippert Anne Schwerk Dr. Matthieu Schapranow |
| Masli, Ivan Putera | M.Sc. | Experimental Analysis of Handling Nested Collections in Parallel Dataflow Systems | Gábor Gévay |
| Münch, Tobias | M.Sc. | Exploring On-Demand Optimizations for Stateful Streaming Queries | Bonaventura Del Monte |
| Naqvi, Syeda Noor Zehra | M.Sc. | Evaluating Unsupervised Machine Learning Methods for Anomaly Detection | Dr. Ralf-Detlef Kutsche Dr. Shahbazi Avarvand, Forooz |
| Nuhu, Laert | B.Sc. | Applying Network Analysis and Data Visualization in the Medical Domain | Dr. Ralf-Detlef Kutsche Dr. Juan Camilo Orduz Barrera |
| Ong Lopez, Joan Tiffany | M.Sc. | State Migration in Apache Spark | Bonaventura Del Monte |
| Pavlov, Branimir | B.Sc. | Practical Analysis and Opimization of AGMS and Fast-AGMS Sketch Algorithms | Martin Kiefer |
| Rabbani, Kashif | M.Sc. | Supporting the semi-automatic creation of the target schema in data integration systems | Dr. Ralf-Detlef Kutsche Prof. Oscar Romero Shumet Tadesse Nigatu |
| Racheva, Iskra | B.Sc. | Machine Learning-Based Sentiment Classification for Bulgarian Language | Prof. Dr. Tilmann Rabl |
| Ramírez Mesón, Judit | M.Sc. | Benchmarking Smart Contracts for Clinical Trials | Prof. Dr. Tilmann Rabl |
| Rudacov, Anton | B.Sc. | Evaluating the Synergy of Complex Event Processing and Predictive Analytics in Distributed Stream Processing Systems | Dr. Marcela Charfuelan |
| Ruge, Moritz | B.Sc. | GPU-Accelaration for Court-Min and Fast-AGMS Sketches | Martin Kiefer |
| Saini, Nidhi | M.Sc. | Development and Deployment of IoT based Application using TOSCA and Micro-Services | Dr. Holmer Hemsen Dr. Marcela Charfuelan |
| Sallemi, Frederico | M.Sc. | New Recommendation Methods for Fashion Outfit Generation | Paolo Cremonesi |
| Sayed Issa, Joud | M.Sc. | Pattern-based Prediction of Life-Threatening Deseases in Interest Care | Dr. Ralf-Detlef Kutsche Anne Schwerk |
| Stutzer, Leonard | B.Sc. | Visualization-Driven Data Acquisition from Sensor Networks | Dr. Sebastian Breß Dimitrios Giouroukis |
| Szlang,Jan Vincent | B.Sc. | Textual and Graphical Syntax for Domain Specific Languages in Different Application Domains | Dr. Ralf-Detlef Kutsche cdlab eTask GmbH |
| Thanasi, Todi | M.Sc. | A comprehensive comparison between specialized and non-spezialized graph processing engines | Jeyhun Karimov |
| Thiemann, Nadine Christel Sigrid | B.Sc. | Metadata Standards and Interoperability for Health Care Information Management - A survey study - | Dr. Ralf-Detlef Kutsche |
| Toso, Lorenzo | M.Sc. | Efficient Join operators on heterogeneous systems using RDMA and coprocessors | Dr. Sebastian Breß Dr. Steffen Zeuch Thomas Jungblut |
| Tüter, Batuhan | M.Sc. | Evaluating Window Aggregation Techniques on Stream Processing Engines | Jonas Traub Philipp Grulich |
| Ur Rahman, Mukrram | M.Sc. | Partial Evaluation of Java Classes at Instantiation Time | Gábor Gévay |
| Yfantidou, Sofia | M.Sc. | Unsupervised Prediction of Anomalous Patterns on Data Streams | Dr. Ralf-Detlef Kutsche Dr. Sadegh Jokar |
| Wendler, Melanie | B.Sc. | Conceptual Design and Implementation of a Quality Dashboard for an Industrial Manufactoring Company | Mirka Schitkowsky-Tolvanen Dr. Ralf-Detlef Kutsche |
2018
| Kandidat/in | Abschluss | Thema | Mentor |
|---|---|---|---|
| Alhakem, Mohammed | M.Sc. | On-Demand Date Warehouse Design for Massive Data | Dr. Abdulrahman Kaitoua |
| Bartnik, Adrian | M.Sc. | Runtime Modifications of a Flink Jobgraph | Prof. Dr. Tilmann Rabl Bonaventura del Monte |
| von Bleichert, Janis | M.Sc. | Code Generation for Stream Processing Systems | Dr. Sebastian Breß Dr. Steffen Zeuch |
| Bongard, Jessica | B.Sc. | Exploratory Data Analysis in Practice | Juan Soto |
| Burmeister-Naß, Franziska | B.Sc. | Large-Scale Long-Term Time Series Forecasting | Dr. Marcela Charfuelan |
| Cheng, Shibo | M.Sc. | Dynamic Checkpointing for Non-Stationary Graph Algorithms on Distributed Data Flow | Dr. Chen Xu |
| Cuesta, Aitor Palacios | M.Sc. | Hyperparameter Optimization for large-scale Machine Learning | Behrouz Derakhshan |
| Gavriilidis, Haralampos | M.Sc. | Efficient Data Exchange between Data Processing Frameworks | Andreas Kunft Dr. Sebastian Breß |
| Gehring, Melissa | B.Sc. | Comparison of Distributed Stream Processing Systems for Time Series Analysis | Dr. Marcela Charfuelan |
| Jaama, Meri-Kris | M.Sc. | Narrative Visualzation of Sequential Data Models | Dr. Ralf-Detlef Kutsche Dr. Steven A. Calder Navid Nourani-Vatani |
| Li, Chiao-Yun | M.Sc. | Automatic tuning of read-time tolerances for on-demand data streaming | Jonas Traub |
| Martinez Ramirez, Ricardo Ernesto | M.Sc. | Leveraging Context Information in Spatio-Temporal Big Data Analytics: a Study in the Mobility Domain | Dr. Holmer Hemsen |
| Michalke, Adrian | B.Sc. | Out-of-Core GPU-Accelerated Query Processing with Unified Memory | Dr. Sebastian Breß Dr. Steffen Zeuch |
| Pietrowicz, Benjamin | M.Sc. | Anomaly Detection in Online Monitoring | Juan Soto Simon Diehl |
| Poepsel Lemaitre, Rudi | B.Sc. | Fault-Tolerance for Iteractive Distributed Dataflow Systems in Action | Dr. Chen Xu |
| Rinckens, Paul | M.Sc. | Expressive Ontology Learning in the Medical Domain | Dr. Ralf-Detlef Kutsche |
| Schröck, Dominik | M.Sc. | Building an Optimizer for Dynamic Rescaling of Distributed Stream Processing Engines | Bonaventura Del Monte Jeyhun Karimov |
| Schüler, Felix Andreas | M.Sc. | A Domain Specific Language and Compiler for Optimizing Tensor Operations | Andreas Kunft Dr. Sebastian Schelter |
| Stöhr, Niklas Werner | B.Sc. | Dynamic Heat Map Visualization of Big Geospatial Data | Qiu Baishi Gábor Gévay Bejamin Stemper Herr Heßmer |
| Tran Thi Hong, Dieu | M.Sc. | Multi-Dimensional Genomic Data Representation | Dr. Abdulrahman Kaitoua |
| Vincent, Robertus | B.Sc. | R and Phyton Benchmark - Performance Comparison and Evaluation of Machine Learning Models | Prof. Dr. Tilmann Rabl |
| Wicaksono, Pandu | M.Sc. | Hybrid Recovery for Distributed Graph Processing Systems | Dr. Chen Xu |
| Younas, Usman | M.Sc. | Adaptive Incremental Checkpoint in Stream Preocessing Engine | Dr. Quoc Cuong To |
| Ziehn, Ariane | M.Sc. | Time Series Similarity Search for Streaming Data in Distributed Systems | Dr. Marcela Charfuelan |
| Zolic, Aida | M.Sc. | Benchmarking Probabilistic Programming Languages | Alexander-Renz Wieland |
2017
| Kandidat/in | Abschluss | Thema | Mentor |
|---|---|---|---|
| Bauer, Jürgen | B.Sc. | Implementing TPC-DS for PostgreSQL | Prof. Dr. Tilmann Rabl |
| Benítez Valencia, Juan Manuel | M.Sc. | Cost Model for Data Streams Processing | Quoc Cuong To |
| Bode, Olga | B.Sc. | Improving the Performance of Constraint Checking for Better Data Quality in Wiki-Data | Dr. Moritz Schubotz |
| de Cholier de Cibeins, Vianney | M.Sc. | A benchmark for adaptive data collection in the Internet of Things | Jonas Traub |
| Dichmann, Henrik | B.Sc. | Predective Analytics in Business Intelligence | Dr. Marcela Charfuelan |
| Drewes, Dan | B.Sc. | Implementierung und Evaluation des L-BFGS Algorithmus für Apache Flink | Hilmi Yildirim |
| Espinosa Ortuno, William | M.Sc. | Advanced Data Analytics and Large Scale Data Stream Processing for Predictive Maintance | Dr. Marcela Charfuelan Dr. Holmer Hemsen |
| Fuchs, Tobias | M.Sc. | Compiling Database Operators to Efficient LLVM Assembly | Dr. Sebastian Breß |
| Ha Thi Phuong, Thao | M.Sc. | Spatial Analysis Using Apache Flink Platform | Bonaventura Del Monte |
| Kunert, Sebastian | M.Sc. | Evaluation of Compression Techniques for Efficient Data Transfer to Coprocessors | Dr. Sebastian Breß |
| Lyu, Ye | M.Sc. | Approximate Computation of Quantiles on Distributed Systems | Dr. Chen Xu |
| Meiners, Jens | M.Sc. | Data Generation for Machine Learning Benchmarking | Prof. Dr. Tilmann Rabl |
| Melnikov, Michail Romanovic | M.Sc. | Designing a user-friendly Cost Model for Databases in the Cloud | Prof. Dr. Tilmann Rabl |
| Muhammed Mohiyudheen, Ziyad | M.Sc. | Serving Large Machine Learning Models on Apache Flink | Behrouz Derakhshan |
| Neef, Sebastian | B.Sc. | Implementation and Evaluation of a Framework to calculate Impact Measures for Wikipedia Authors | Dr. Moritz Schubotz |
| Nowacka Barros, Marilyn | M.Sc. | Techniques for Hierarchical Product Classification | Juan Soto Jan Anderssen (idealo) |
| Opaska, Anna | B.Sc. | Analyseverfahren in Bewertungssystemen für Wikipedia-Autoren | Dr. Moritz Schubotz |
| Pogalz, Ricky Hoang Nam | M.Sc. | Source-to-Source Compilation of User-Defined Functions and Types | Andreas Kunft Dr. Sebastian Breß |
| Rintanen, Isabel | B.Sc. | Scalable Mining of Frequent Sequential Patterns | Dr. Marcela Charfuelan |
| Sander, Fridtjof | M.Sc. | Extending Materialized Views in Apache Cassandra | Prof. Dr. Tilmann Rabl |
| Sama, Krisk | B.Sc. | Entwurf, Implementierung und Evaluierung der logistischen Regression mit einem one-vs-all Ansatz für Mehrklassenprobleme in Apache Flink | Dr. Holmer Hemsen |
| Schmuckermeier, Sophie Viktoria | B.Sc. | Autoregressive Models in Scalable Stream Processing Systems | Dr. Marcela Charfuelan Dr. Holmer Hemsen |
| Schwarzenberg, Robert | M.Sc. | Scalable Named Entity Recognition of Fine-Grained Geo-Locations | Dr. Holmer Hemsen Dr. Leonhard Hennig (DFKI) |
| Stage, Hanno | B.Sc. | Evaluierung von zwei Konfigurationsmanagement Systemen für Cyberphysische Fertigungsanlagen | Dr. Holmer Hemsen |
| Tran, Duc Linh | B.Sc. | Modern Indexing Techniques for Finding Information in Heterogeneous Data | Dr. Marcela Charfuelan |
| Veenhius, David | Diploma | Konsistente semantische Anreicherung von physikalischen Formeln mittels Interferenzbasierten Verfahren | Dr. Moritz Schubotz |
| Vivanco Villamar, Andres Alejandro | M.Sc. | Data Generation for Machine Learning Benchmarking | Prof. Dr. Tilmann Rabl |
| Walther, Timo | M.Sc. | Online Join View Maintenance with Changelogs on a Stateful Stream Processor | Prof. Dr. Tilmann Rabl Dr. Fabian Hüske |
| Zeybek, Ali Bahadir | M.Sc. | Evaluation of Data Gathering Techniques for Sensor Data on Smart Phones | Jonas Traub |
2016
| Kandidat/in | Abschluss | Thema | Mentor |
|---|---|---|---|
| Basha, Anastasia | M. Sc. | Concept Drift Adaptation in Large-scale Distributed Data Stream Processing | Dr. Marcela Charfuelan |
| Biswas, Biplob | M. Sc. | Scalable Data Stream Clustering | Behrouz Derakhshan |
| Blankenburg, Jerred | B. Sc. | Performance Analysis of a Complex Event Processing Engine on Classical Data-Stream-Processing Workloads | Jonas Traub |
| Bogantes Gonzalez, Diana | M. Sc. | Data-less Database Systems for Large-Scale Testing | Dr. Tilmann Rabl |
| Fleischmann, Kai | M. Sc. | Analysis of Count-Min-Sketch-based Machine Learning Algorithms | Max Heimel |
| Gavriilidis, Haralampos | B. Sc. | Mining Movie Metadata: A Case Study of Parallel Dataflow Engines and APIs | Alexander Alexandrov |
| Granowsky, Larissa | B. Sc. | Laufzeitanalyse von daten-parallelen Systemen auf Muliticore-Prozessoren im Vergleich zu serieller Implementierung | Viktor Rosenfeld |
| Kiefer, Martin | M. Sc. | Investigating GPU-Accelerated Kernel Density Estimators for Join Selectivity Estimation | Max Heimel |
| Kovacs, Johann | M. Sc. | Holistic Optimizations for Dataflow-Centric Embedded DSLs | Alexander Alexandrov |
| Köcher, Bastian | M. Sc. | Efficient Vectorized Query Processing on Heterogenous Processors | Dr. Sebastian Breß |
| Kraus, Christina | M. Sc. | A News Recommendation Engine for a Multi-Perspctive Understanding of Political Topics | Dr. Sebastian Schelter |
| Lee, Hae Joon | M. Sc. | Experimental Comparison of Flink, Spark, and Hadoop on Big-Benchmark | Dr. Tilmann Rabl |
| Matar, Diana | M. Sc. | Benchmarking Fault-Tolerance in Stream Processing Systems | Dr. Tilmann Rabl |
| Melinda, Steffi | M. Sc. | A Survey of Feature Selection Approaches for Scalable Machine Learning | Christoph Boden |
| Nguyen, Xuan Truong | M. Sc. | Anomaly Detection in Distributed DataFlow Systems | Behrouz Derakhshan |
| Paschek, Robert | B. Sc. | Experimental Comparison of Algorithms for Skyline Queries in a Dataflow System | Sergey Dudoladov |
| Rabe, Robin | B. Sc. | Scalable Data Stream Processing Using Cloud-Based Database Management Systems | Jonas Traub |
| Racinet, Tanguy | M. Sc. | Scalable Frequent Itemsets Mining on Stream Data | Dr. Marcela Charfuelan |
| Rodriguez Cuellar, Alejandro | M. Sc. | Window Aggregate Sharing for out-of-order Stream Processing | Dr. Asterios Katsifodimos Jonas Traub |
| Schumacher, Matthias | B. Sc. | Abhängigkeitsanaylse von Benutzer-Code-Variablen in Datenflussprogrammen | Marcus Leich |
| Toprakkiran, Yusuf Güven | M. Sc. | Machine Learning from Streaming Data in Heterogeneous Computing Enviroments | Viktor Rosenfeld Jonas Traub |
| Yanto, Budi | M. Sc. | Large Scale Multimedia Data Management | Dr. Marcela Charfuelan Dr. Tobias Kötter |
| Ziehn, Ariane | B. Sc. | Efficient and Parallel Frequent Itemset Mining in Distributed Systems | Dr. Marcela Charfuelan |
2015
| Kandidat/in | Abschluss | Thema | Mentor |
|---|---|---|---|
| Arnold, Sebastian | M. Sc. | Interactive Classification of Keyword Search Queries | Torsten Kilias |
| Bondarew, Jana | M. Sc. | Improving Concrete Syntax of Graphical Modeling Languages for Business Process Management | Dr. Ralf-Detlef Kutsche |
| Chang, Hung | M. Sc. | Graph Analysis of Tracking Services in the Web with Business Perspectives | Dr. Sebastian Schelter |
| Edwards, Jacob | M. Sc. | Glanceable Visualization of Dataflows | Marcus Leich |
| Feigenbutz, Florian | M. Sc. | Ranking Based on Diversity and Serendipity for a Recipe Recommender System | Dr. Sebastian Schelter |
| Grigorev, Alexey | M. Sc. | Identifier Namespaces in Mathematical Notation | Moritz Schubotz Juan Soto |
| Hasenburg, Jonathan | B. Sc. | Design, Implementation, and Evaluation of Naive Bayes Classification in Apache Flink | Dr. Juan Soto Till Rohrmann |
| Haoua, Marsa | B. Sc. | Optimierung des INDREXs Schemas | Torsten Kilias |
| Holzemer, Markus | M. Sc. | Fast Failure Recovery for Iterative Algorithms in Distributed Dataflows | Dr. Chen Xu |
| Huk, Sascha | B. Sc. | Bayes'sche Inferenz in NoSQL | Max Heimel |
| Liu, YangChao | M. Sc. | Design and Implementation of a Flink-based News Reocmmendation System | Dr. Sebastian Schelter |
| Llobet, David Gràcia | M. Sc. | Maintaining Derived Views on Classes with Dynamic Data Efficiently | Alexander Alexandrov Anna Queralt |
| Lungu, Andra | M. Sc. | Scaling up Computations on Highly Skewed Graphs | Dr. Asterios Katsifodimos Vasiliki Kalavari (KTH) |
| Maqsud, Umar | M. Sc. | Scalable Text Generation using Gernerative Models | Dr. Tilmann Rabl |
| Mondonneix, Gael | M. Sc. | Design and implementation of a distributed kernel SVM on dataflow engines | Andreas Kunft |
| Motza, Ruth | B. Sc. | Evaluierung von Datenbanken für ein History Log in einem verteilten System | Marcus Leich |
| Müller, Andreas | M. Sc. | Analyse von Wort-Vektoren deutscher Textkorpora | Johannes Kirschnick |
| Nitschmann, Kevin | B. Sc. | Grafisches Query by Example für Relation Extraction mit INDREX | Torsten Kilias |
| Pala, Ahmet Anil | M. Sc. | Online Machine Learning Techniques for Predicting Operator Performance | Max Heimel |
| Palacios, Denis | B. Sc. | Text Analytics in DW/BI using Open Source Tools | Dr. Marcela Charfuelan |
| Pawar, Amit | M. Sc. | Generating Example Tuples for Data-Flow Programs in Apache Flink | Johannes Kirschnick |
| Qi, Mingliang | B. Sc. | A Benchmark Environment for Big Data System Spark and Flink | Dr. Asterios Katsifodimos Alexander Alexandrov |
| Schürer, Fabian | B. Sc. | Entwicklung einer ETL-Pipeline für OLAP-basierte Analyse paralleler Datenflusssysteme | Alexander Alexandrov |
| Schwarzer, Malte | B. Sc. | Evaluating Document Similarity Measures on Wikipedia | Moritz Schubotz Norman Meuschke Bela Gipp |
| Shevchenko, Igor | M. Sc. | Linking Event References in Online News Streams to a Global Repository | Alan Akbik Christoph Boden |
| Su, Yan | M. Sc. | Large-Scale Sampling from Probabilistic Graphical Networks | Max Heimel |
| Traub, Jonas | M. Sc. | Rich Window Discretization Techniques in Distributed Stream Processing | Dr. Asterios Katsifodimos Paris Carbone, Dr. Seif Haridi |
| Wadie, Karim | M. Sc. | An Exploratory Analysis of the Tracked Web | Johannes Kirschnick |
| Waury, Robert | M. Sc. | Airline Passenger Estimation: A Scalable Logit-based Approach | Dr. Asterios Katsifodimos |
2014
| Kandidat/in | Abschluss | Thema | Mentor | |
|---|---|---|---|---|
| Albuquerque, Amauri de Oliveira | M. Sc. | Use of Parallel Processing Frameworks statistics on Software Defined Networks | Kostas Tzoumas | |
| Bodner, Thomas O. | M. Sc. | Investigating Relational Optimization for Data-Intensive Programs | Max Heimel | |
| Brandt, Carsten | B. Sc. | Computational Limits of Probabilistic Programming Languages | Larysa Visengeriyeva | |
| Brandt, Ludmilla | B. Sc. | The Theory of Probabilistic Programming | Larysa Visengeriyeva | |
| Chakkaradhari, Janani | M. Sc. | Large Scale Centrality Measures in Apache Flink and Apache Giraph | Dr. Sebastian Schelter | |
| Gandlau, Stefan | M. Sc. | Untersuchung von Kompressionsverfahren zur Leistungssteigerung in einer GPU-beschleunigten Datenbank | ||
| Gaur, Prateek | M. Sc. | Investigating the Impact of Hybrid Optimization Strategies on Distributed Machine Learning Algorithms | Max Heimel Christoph Boden | |
| Harindari, Suryamita | M. Sc. | Workflow Management System on Stratosphere | Dr. Asterios Katsifodimos | |
| Herger, Priska | M. Sc. | Learning Semantic Relations with Distributional Similarity | Alan Akbik Dr. Chris Biemann | |
| Julinda, Silvia | M. Sc. | Extracting a Repository of Events and Event References from News Clusters | Alan Akbik | |
| Krettek, Aljoscha | M. Sc. | Using Meta-Programming to Analyze and Rewrite Domain-Specific Programm Code | Dr. Asterios Katsifodimos Dr. Stephan Ewen | |
| Lopez Pino, Jose Luis | M. Sc. | Massive scale analytics with Stratosphere using R | Marcus Leich Kostas Tzoumas | |
| Moeen, Faisal Oraksai | M. Sc. | Trajectory Data Modeling and Processing in HBase | Alexander Alexandrov | |
| Niedrich, Christian | M. Sc. | Automatisierte Extraktion textueller Änderungen aus dem Bearbeitungsverlauf von Online-Nachrichtenartikeln | Alan Akbik | |
| Rohrmann, Till | M. Sc. | Gilbert: A Distributed Sparse Linear Algebra Environment Executed in Massively Parallel Dataflow Systems | Dr. Sebastian Schelter | |
| Salzmann, Andreas | B. Sc. | annovis - Ein webbasiertes Framework für die Visualisierung von Annotationen | Torsten Killias | |
| Schmits, Torsten | M. Sc. | Content Relevance-Based Semantic Sentence Retrieval | Alan Akbik | |
| Sepp, Silver | M. Sc. | Resilient Machine Learning on Stream Processing Engines | Andreas Kunft | |
| Shalnov, Ivan | B. Sc. | Entwicklung eines Tools zur Bayes’schen Inferenz in SQL | Max Heimel | |
| Viskovic, Igor | M. Sc. | Scalable Support Vector Machine Training on Parallel Data Processing Systems | Alexander Alexandrov | |
| Wolf, Andreas | M. Sc. | Inferring Program Runtime Estimates from Database Statistics | Max Heimel | |
| Yang, Fangzhou | B. Sc. | An Evolutionary Algorithm for Column Family Schema Optimization in Hbase | Johannes Kirschnick Dragan Milosevic |
2013
| Kandidat/in | Abschluss | Thema | Mentor |
|---|---|---|---|
| Bodner, Thomas O. | M.Sc. | A Taxonomy of Platforms for Analytics on Big Data | Michael J. Carey |
| Büchler, Peter | B.Sc. | Selbstüberwachtes Lernen von selektiven Prädikaten für das Fact-Retrieval Problem in einem RDBMS | Torsten Kilias |
| Do, Tuan Anh | B.Sc. | Gezieltes Retrieval von faktenstarken Sätzen im Web auf Basis von Wikipedia | Alan Akbik |
| Häfele, Thomas | M.Sc. | Robust Query Optimization: Improving Predictability Of Query Execution in Presence of Uncertain Predicate Selectivity | Fabian Hüske |
| Harjung, Joseph John | M.Sc. | Reducing Formal Noise in PACT Programs | Stephan Ewen |
| Keese, Philipp | M.Sc. | Automatisierte Extraktion von Zitaten (inklusive Sprechern) und zugehörigen Themen aus Webdokumenten | Alan Akbik Martin Schenck |
| Konomi, Oresti | B.Sc. | A Workflow for Defining Information Extraction Patterns | Alan Akbik |
| Kunft, Andreas | M.Sc. | Storage Techniques for Relational Data in Distributed File Systems | Fabian Hüske |
| Matallaoui, Amir | M.Sc. | Domain-Specific Languages Development Guideline & Tool Support Comparison | Nicole Natho Ralf-Detlef Kutsche |
| Melnikov, Michael Romanovic | B.Sc. | Design und Umsetzung eines Systems zur verteilten Ausführung von patternbasierter Informationsextraktion | Alan Akbik |
| Mohtadi Haghighi, Kamran | M.Sc. | Development of DSLs in the Software Industry - a Practical Case Study | Ralf-Detlef Kutsche |
| Muschalle, Alexander | B.Sc. | Preismodelle auf Datenmarktplätzen | Alexander Löser |
| Nagel, Christoph | M.Sc. | Efficient Strategies for the Computation of Recommender System Models | Sebastian Schelter |
| Pfuhl, Roland | B.Sc. | A Pattern Language for In-Database Information Extraction | Torsten Kilias |
| Pieper, Stephan | M.Sc. | Generation and Evaluation of N-ary extraction patterns for Open Information Extraction | Alan Akbik |
| Ringler, Moritz | M.Sc. | StraQL - An SQL-Query Optimizer for the Stratosphere Parallel Processing Framework | Fabian Hüske |
| Ringwald, Matthias | M.Sc. | Data Programming Languages: History and Future | Max Heimel |
| Simons, Guilhelm | M.Sc. | TV Advertising and Sentiment Analysis in eWOM - Measuring the Impact of TV Advertising Using Large-Scale Unstructured Data from the German Web | Johannes Kirschnick |
| Tondryk, Pawel Witold | M.Sc. | Scalable Temporal Information Extraction with Data Supply Chain Language Operators | Jochen Adamek |
| Viskovic, Igor | B.Sc. | Scalable Support Vector Machine Training on Parallel Data Processing Systems | Alexander Alexandrov |
2012
| Kandidat/in | Abschluss | Thema | Mentor |
|---|---|---|---|
| Admoni, Kfir | B.Sc. | Mining von Events in Twitter mit Fokus auf deutscher Politik | Alan Akbik |
| Evgrafov, Andrej | M.Sc. | Formalisierung und Implementierung von Algorithmen für die Störfallanalyse im Schienenverkehr | Jochen Adamek |
| Jesionowski, Mark | M.Sc. | Automatisierte Extraktorenerstellung zur Verarbeitung unstrukturierter Daten | Alan Akbik |
| Karakas, Ahmet | B.Sc. | Informationsextraktion von Zitaten in türkischsprachigen Quellen | Alan Akbik |
| Kaufmann, Moritz | M.Sc. | Integrating Iterative Algorithms into Parallel Dataflows | Stephan Ewen |
| Maqsud, Umar | B.Sc. | Extraktion von Relationen und Konzepten von komplexen Nominalphrasen | Alan Akbik |
| Niba Che, Emmanuel | M.Sc. | Implementation of a Data Warehouse Meta-data Management System with Focus on Data Security in a Public Transport System | Jochen Adamek Alexander Borusan |
| Pilz, Gabriel | B.Sc. | Entwurf einer interaktiven Duplikaterkennung mit aktivem Lernen | Dr. Alexander Löser |
| Schramm, Stefan | B.Sc. | Implementierung und Evaluierung eines Verfahrens zur Erhöhung der Qualität der flachen Extraktion komplexer Nominalphrasen | Alan Akbik |
| Steinert, Torsten | M.Sc. | Join Algorithmen auf GPGPU-Architekturen am Beispiel von OpenCL und MonetDB | Michael Saecker |
| Wandelt, Benedict | M.Sc. | Metamodelle und Ontologien für domänenspezifische Sprachen | Henning Agt Ralf-Detlef Kutsche |
2011
| Kandidat/in | Abschluss | Thema | Mentor |
|---|---|---|---|
| Alexandrov, Alexander S. | M.Sc. | Design and Execution of a Benchmark for Large-Scale Parallel Processing Systems | Stephan Ewen |
| An, Sung-ill | M.Sc. | Extraktion von Informationen für Portalseiten aus Webquellen | Fabian Hüske |
| Arnold, Sebastian | B.Sc. | GoOLAP User Interaktion | Dr. Alexander Löser |
| Basu, Jayanta | M.Sc. | Ranking of Information Extractors with a Consensus-based Approach | Fabian Hüske |
| Boden, Christoph | M.Sc. | Classification Algorithms for Web Text Filtering | Dr. Alexander Löser |
| Fiehn, Tillmann | B.Sc. | Interaktive analytische Suche auf Web-Daten | Dr. Alexander Löser |
| Flechtmann, Fabian | M.Sc. | Portierung eines Algorithmus zur Validation von Klimamodellen auf das PACT Programmiermodell | Fabian Hüske |
| Gopanchuk, Oleksii | M.Sc. | Semiautomatische Methoden zur Bestimmung der Qualität der Relation-Extraktoren | Dr. Alexander Löser |
| Gratwohl, Simon | M.Sc. | Modellbasierte Entwicklung und Codegenerierung für eine Gameengine-Plattform am Beispiel von Adventuregames | Henning Agt |
| Güther, Martin | M.Sc. | Geodata Analysis on Huge Data Sets with Stratosphere | Stephan Ewen |
| Hausen, Michael | M.Sc. | Extraktion komplexer Relationen aus englischsprachigen Webseiten | Dr. Alexander Löser |
| Heimel, Max | M.Sc. | Investigating Query Optimization for a GPU-accelerated Database | Michael Saecker |
| Hofer, Marc | M.Sc. | GoOLAP: Eine semantische Suchmaschine für das Web | Dr. Alexander Löser |
| Lange, Felix | M.Sc. | Relationship-Extraction auf Textdaten mit einem zeitoptimierten Parsing-Ansatz | Dr. Alexander Löser |
| Mayevskiy, Oleg | M.Sc. | Skalierbare Extraktion komplexer Relationstypen aus Webseiten | Dr. Alexander Löser |
| Meyer, Clarissa | M.Sc. | Kategorisierung von Suchanfragen und deren Unterstützung durch Indexstrukturen | Dr. Alexander Löser |
| Schenck, Martin | M.Sc. | Design and Implementation of an ETL Process and Data Warehouse for Literature Mining of Genetic Mutations in Cell Lines and Statistical Analysis of their Occurrence | Dr. Groth |
| Schreck, Sebastian Julio | B.Sc. | Effizientes wiederholendes Abspeichern großer Datenmengen in Datenbanken und verteilten Dateisystemen | Alan Akbik |
| Stollhans, Michael | M.Sc. | Modellierungsmethodik für fachliches, domänenspezifisches Monitoring | Dr. Ralf-Detlef Kutsche |
| Tondryk, Pawel Witold | B.Sc. | Effizientes Bootstrapping von Trainingsdaten für das Erlernen von Relationship-Extraktoren | Dr. Alexander Löser |
| Wenglewski, Robin | M.Sc. | Incrementally Indexing structured data in the Hadoop Distributed File System | Stephan Ewen |
| Zimmert, Daniel | B.Sc. | Performance Analyse eines parallelen Datenverarbeitungssystems | Fabian Hüske |
