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Inhalt des Dokuments

Completed Master’s/Diploma Theses

All theses were supervised by Prof. Dr. Volker Markl.

 

IT4BI study program Master's theses are also listed on the following page

2017

Candidate
Topic
Advisors
Study Programm
Benítez Valencia, Juan Manuel
Cost Model for Data Streams Processing
Quoc Cuong To
Master IT4BI
de Cholier de Cibeins, Vianney
A benchmark for adaptive data collection in the Internet of Things
Jonas Traub
Master CS
Espinosa Ortuno, William
Advanced Data Analytics and Large Scale Data Stream Processing for Predictive Maintance
Dr. Marcela Charfuelan
Dr. Holmer Hemsen
Master IT4BI
Fuchs, Tobias
Compiling Database Operators to Efficient LLVM Assembly
Dr. Sebastian Breß
Master CS
Ha Thi Phuong, Thao
Spatial Analysis Using Apache Flink Platform
Bonaventura Del Monte
Master IT4BI
Kunert, Sebastian
Evaluationof Compression Techniques for Efficient Data Transfer to Coprocessors
Dr. Sebastian Breß
Master CS
Melnikov, Michail Romanovic
Designing a user-friendly cost model for databases in the cloud
Prof. Dr. Tilmann Rabl
Master CS
Muhammed Mohiyudheen, Ziyad
Serving Large Machine Learning Models on Apache Flink
Behrouz Derakhshan
Master IT4BI
Nowacka Barros, Marilyn
Techniques for  Hierarchical Product Classification
Juan Soto
Jan Anderssen (idealo)
Master CS
Pogalz, Ricky Hoang Nam

Source-to-Source Compilation of User-Defined Functions and Types
Andreas Kunft
Dr. Sebastian Breß

Master CS
Schwarzenberg, Robert

Scalable Named Entity Recognition of Fine-Grained Geo-Locations
Dr. Holmer Hemsen (DFKI)
Dr. Leonhard Hennig (DFKI)

Master CS
Veenhius, David
Konsistente semantische Anreicherung von physikalischen Formeln mittels Interferenzbasierten Verfahren
Dr. Moritz Schubotz
Diploma CS
Vivanco Villamar, Andres Alejandro
Data Generation for Machine Learning Benchmarking
Prof. Dr. Tilmann Rabl
Master IT4BI

2016

Candidate
Topic
Advisors
Study Programm
Basha, Anastasia
Concept Drift Adaptation in Large-scale Distributed Data Stream Processing
Dr. Marcela Charfuelan
Master IT4BI
Biswas, Biplob
Scalable Data Stream Clustering
Behrouz Derakhshan
Master IT4BI
Bogantes Gonzalez, Diana
Data-less database systems for large scale testing
Dr. Tilmann Rabl
Master IT4BI
Fleischmann, Kai
Analysis of Count-Min-Sketch-based Machine Learning Algorithms
Dr. Max Heimel
Master CS
Kiefer, Martin
Investigating GPU-Accelerated Kernel
Density Estimators for Join Selectivity
Estimation

Dr. Max Heimel
Master CS
Kovacs, Johann
Holistic Optimizations for Dataflow-Centric Embedded DSLs
Alexander Alexandrov
Master CS
Köcher, Bastian

Efficient Vectorized Query Processing on Heterogenous Processors
Dr. Sebastian Breß
Master CS
Kraus, Christina
A news recommendation engine for a multi-perspctive understanding of political topics
Dr. Sebastian Schelter
Master IT4BI
Lee, Hae Joon
Experimental Comparison of Flink, Spark, and Hadoop on Big-Benchmark
Dr. Tilmann Rabl
Master
Double Degree KAIST Korea
Matar, Diana
Benchmarking Fault-Tolerance in Stream Processing Systems
Dr. Tilmann Rabl
Master IT4BI
Melinda, Steffi
A Survey of Feature Selection Approaches for Scalable Machine Learning
Christoph Boden
Master IT4BI
Nguyen, Xuan Truong
Anomaly Detection in Distributed DataFlow Systems
Behrouz Derakhshan
Master IT4BI
Racinet, Tanguy
Scalable Frequent Itemsets Mining on Stream Data
Dr. Marcela Charfuelan
ICT Innovation
Rodriguez Cuellar, Alejandro
Window aggregate sharing for out-of-order stream processing
Dr. Asterios Katsifodimos, Jonas Traub
Master IT4BI
Toprakkiran, Yusuf Güven
Machine Learning from Streaming Data in Heterogeneous Computing Enviroments
Viktor Rosenfeld, (Jonas Traub)
Master IT4BI
Yanto, Budi
Large scale multimedia data management
Dr. Marcela Charfuelan, Dr. Tobias Kötter
Master CS

2015

Candidate
Topic
Advisors
Study Programm
Holzemer, Markus
Fast Failure Recovery for Iterative Algorithms in Distributed Dataflows
Dr. Chen Xu
Lungu, Andra
Scaling up Computations on Highly Skewed Graphs
Dr. Asterios Katsifodimos, Vasiliki Kalavari (KTH)
Shevchenko, Igor
Linking Event References in Online News Streams to a Global Repository
Alan Akbik, Christoph Boden
IT4BI
Liu, YangChao
Design and Implementation of a Flink-based News Reocmmendation System
Dr. Sebastian Schelter
Bondarew, Jana
Improving Concrete Syntax of Graphical Modeling Languages for Business Process Management
Dr. Ralf-Detlef Kutsche
Traub, Jonas
Rich Window Discretization Techniques in Distributed Stream Processing
Dr. Asterios Katsifodimos, Paris Carbone, Dr. Seif Haridi
Edwards, Jacob
Glanceable Visualization of Dataflows
Marcus Leich
IT4BI
Grigorev, Alexey
Identifier namespaces in mathematical notation 
Moritz Schubotz, Juan Soto
IT4BI
Chang, Hung
Graph Analysis of Tracking Services in the Web with Business Perspectives
Dr. Sebastian Schelter
IT4BI
Arnold, Sebastian
Interactive Classification of Keyword Search Queries
Torsten Kilias
Feigenbutz, Florian
Ranking Based on Diversity and Serendipity for a Recipe Recommender System
Dr. Sebastian Schelter
Llobet, David Gràcia
Maintaining Derived Views on Classes with Dynamic Data Efficiently
Alexander Alexandrov, Anna Queralt
IT4BI
Maqsud, Umar
Scalable Text Generation using Gernerative Models
Dr. Tilmann Rabl
Mondonneix, Gael
Design and implementation of a distributed kernel SVM on dataflow engines
Andreas Kunft
EIT ICT Innovation
Müller, Andreas
Analyse von Wort-Vektoren deutscher Textkorpora
Johannes Kirschnick
Pala, Ahmet Anil
Online Machine Learning Techniques for Predicting Operator Performance
Max Heimel
IT4BI
Pawar, Amit
Generating Example Tuples for Data-Flow Programs in Apache Flink
Johannes Kirschnick
IT4BI
Su, Yan
Large-Scale Sampling from Probabilistic Graphical Networks
Max Heimel
Wadie, Karim
An Exploratory Analysis of the Tracked Web
Johannes Kirschnick
IT4BI
Waury, Robert
Airline Passenger Estimation: A Scalable Logit-based Approach
Dr. Asterios Katsifodimos

2014

Candidate
Topic
Advisors
Study Programm
Niedrich, Christian
Automatisierte Extraktion textueller Änderungen aus dem Bearbeitungsverlauf von Online-Nachrichtenartikeln
Alan Akbik
Chakkaradhari, Janani
Large Scale Centrality Measures in Apache Flink and Apache Giraph
Dr. Sebastian Schelter
IT4BI
Schmits, Torsten
Content Relevance-Based Semantic Sentence Retrieval
Alan Akbik
Rohrmann, Till
Gilbert: A distributed sparse linear algebra environment executed in massively parallel dataflow systems
Dr. Sebastian Schelter
Wolf, Andreas
Inferring Program Runtime Estimates from Database Statistics
Max Heimel
Herger, Priska
Learning semantic relations with distributional similarity
Alan Akbik, Dr. Chris Biemann
Sepp, Silver
Resilient Machine Learning on Stream Processing Engines
Andreas Kunft
EIT ICT Innovation
Viskovic, Igor
Scalable Support Vector Machine Training on Parallel Data Processing Systems
Alexander Alexandrov
Moeen, Faisal Oraksai
Trajectory Data Modeling and Processing in HBase
Alexander Alexandrov
IT4BI
Albuquerque, Amauri de Oliveira
Use of Parallel Processing Frameworks statistics on Software Defined Networks
Kostas Tzoumas
Harindari, Suryamita
Workflow Management System on Stratosphere
Dr. Asterios Katsifodimos
IT4BI
Bodner, Thomas O.
Investigating Relational Optimization for Data-Intensive Programs
Max Heimel
Gaur, Prateek
Investigating the impact of hybrid optimization strategies on distributed machine learning algorithms
Max Heimel, Christoph Boden
IT4BI
Gandlau, Stefan
Untersuchung von Kompressionsverfahren zur Leistungssteigerung in einer GPU-beschleunigten Datenbank
Julinda, Silvia
Extracting a Repository of Events and Event References from News Clusters
Alan Akbik
IT4BI
Krettek, Aljoscha
Using Meta-Programming to Analyze and Rewrite Domain-Specific Programm Code
Dr. Asterios Katsifodimos, Dr. Stephan Ewen
Lopez Pino, Jose Luis
Massive scale analytics with Stratosphere using R
Marcus Leich, Kostas Tzoumas
IT4BI

2013

Candidate
Topic
Advisors
Study Programm
Bodner, Thomas O.
A Taxonomy of Platforms for Analytics on Big Data
Michael J. Carey
Häfele, Thomas
Robust Query Optimization: Improving Predictability Of Query Execution in Presence of Uncertain Predicate Selectivity
Fabian Hüske
Harjung, Joseph John
Reducing Formal Noise in PACT Programs
Stephan Ewen
Keese, Philipp
Automatisierte Extraktion von Zitaten (inklusive Sprechern) und zugehörigen Themen aus Webdokumenten
Alan Akbik, Martin Schenck
Kunft, Andreas
Storage Techniques for Relational Data in Distributed File Systems
Fabian Hüske
Matallaoui, Amir
Domain-Specific Languages Development Guideline & Tool Support Comparison
Nicole Natho, Ralf-Detlef Kutsche
Mohtadi Haghighi, Kamran
Development of DSLs in the Software industry - a practical case study
Ralf-Detlef Kutsche
Nagel, Christoph
Efficient Strategies for the Computation of Recommender System Models
Sebastian Schelter
Pieper, Stephan
Generation and Evaluation of N-ary extraction patterns for Open Information Extraction
Alan Akbik
Ringler, Moritz
StraQL - An SQL-Query Optimizer for the Stratosphere Parallel Processing Framework
Fabian Hüske
Ringwald, Matthias
Data Programming Languages: History and Future
Max Heimel
Simons, Guilhelm
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
Scalable Temporal Information Extraction with Data Supply Chain Language Operators
Jochen Adamek

2012

Candidate
Topic
Advisors
Study Programm
Evgrafov, Andrej
Formalisierung und Implementierung von Algorithmen für die Störfallanalyse im Schienenverkehr
Jochen Adamek
Jesionowski, Mark
Automatisierte Extraktorenerstellung zur Verarbeitung unstrukturierter Daten
Alan Akbik
Kaufmann, Moritz
Integrating Iterative Algorithms into Parallel Dataflows
Stephan Ewen
Niba Che, Emmanuel
Implementation of a Data Warehouse Meta-data Management System with Focus on Data Security in a Public Transport System
Jochen Adamek, Alexander Borusan
Steinert, Torsten
Join Algorithmen auf GPGPU-Architekturen am Beispiel von OpenCL und MonetDB
Michael Saecker
Wandelt, Benedict
Metamodelle und Ontologien für domänenspezifische Sprachen
Henning Agt, Ralf-Detlef Kutsche

2011

Candidate
Topic
Advisors
Study Programm
An, Sung-ill
Extraktion von Informationen für Portalseiten aus Webquellen
Fabian Hüske
Alexandrov, Alexander S.
Design and Execution of a Benchmark for Large-Scale Parallel Processing Systems
Stephan Ewen
Basu, Jayanta
Ranking of Information Extractors with a Consensus-based Approach
Fabian Hüske
Boden, Christoph
Classification Algorithms for Web Text Filtering
Dr. Alexander Löser
Flechtmann, Fabian
Portierung eines Algorithmus zur Validation von Klimamodellen auf das PACT Programmiermodell
Fabian Hüske
Gopanchuk, Oleksii
Semiautomatische Methoden zur Bestimmung der Qualität der Relation-Extraktoren
Dr. Alexander Löser
Gratwohl, Simon
Modellbasierte Entwicklung und Codegenerierung für eine Gameengine-Plattform am Beispiel von Adventuregames
Henning Agt
Güther, Martin
Geodata Analysis on Huge Data Sets with Stratosphere
Stephan Ewen
Hausen, Michael
Extraktion komplexer Relationen aus englischsprachigen Webseiten
Dr. Alexander Löser
Heimel, Max
Investigating Query Optimization for a GPU-accelerated Database
Michael Saecker
Hofer, Marc
GoOLAP: Eine semantische Suchmaschine für das Web
Dr. Alexander Löser
Lange, Felix
Relationship-Extraction auf Textdaten mit einem zeitoptimierten Parsing-Ansatz
Dr. Alexander Löser
Mayevskiy, Oleg
Skalierbare Extraktion komplexer Relationstypen aus Webseiten
Dr. Alexander Löser
Meyer, Clarissa
Kategorisierung von Suchanfragen und deren Unterstützung durch Indexstrukturen
Dr. Alexander Löser
Schenck, Martin
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
Stollhans, Michael
Modellierungsmethodik für fachliches, domänenspezifisches Monitoring
Dr. Ralf-Detlef Kutsche
Wenglewski, Robin
Incrementally Indexing structured data in the Hadoop Distributed File System
Stephan Ewen

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