Abschlussarbeiten
Falls Sie sich für eine Abschlussarbeit (Bachelor, Master) interessieren – sowohl intern als auch in Kooperation mit externen Partnern in Industrie und Forschung – beachten Sie bitte die folgenden Punkte:
- Abschlussarbeiten werden grundsätzlich von den wissenschaftlichen Mitarbeiter:innen betreut.
- Falls Themenvorschläge von uns vorhanden sind, finden Sie diese als Ausschreibung auf dieser Seite. Die meisten Themen werden jedoch im Dialog mit Ihnen definiert.
- Externe Arbeiten können nur betreut werden, wenn sie eine klare Forschungsfrage beinhalten und im Themenfeld des Lehrstuhls liegen.
- Wenn Sie sich für eine Abschlussarbeit an unserem Fachgebiet interessieren, dann schicken Sie uns bitte einen kurzen Überblick über Ihre inhaltlichen Studienschwerpunkte, warum Sie eine Betreuung durch das Fachgebiet 3S wünschen, und hängen Sie bitte eine Liste absolvierter Module sowie eine Übersicht relevanter Praxiserfahrung (z.B. in CV-Form) an.
- Falls Sie bereits die richtige Betreuungsperson für Ihre Abschlussarbeit kennen (z.B. weil sie Ansprechpartner:in eines ausgeschriebenen Themas ist, oder Ihr fachliches Interesse genau zum Profil eines bestimmten Teammitglieds passt), dann kontaktieren Sie bitte diese Person direkt.
- Falls die Betreuungsperson noch unklar ist, stellen Sie bitte Ihre erste Anfrage an thesis(at)mcc.tu-berlin.de.
- Allgemeine Informationen zum Ablauf und Tipps zur Abschlussarbeit haben wir hier zusammengefasst.
Aktuell betreute Arbeiten
| Topic | Supervision | Level |
|---|---|---|
| Analyzing How Well Benchmarks Can Detect Performance Regressions in Different Execution Environments | Nils Japke | Bachelor |
| Addressing Performance Variability in Serverless Cloud Benchmarking using Duet Benchmarking | Nils Japke & Tim Dockenfuß | Master |
| Comparing Apache Flink and FReD through a Comprehensive Fog Data Processing Benchmark | Nils Japke | Master |
| An Experiment-Driven Analysis of Tail Latency in Commercial FaaS Offerings | Trever Schirmer | Bachelor |
| Assessing the Performance Regression Detection Capabilities of Microbenchmark Suites in Open Source Software | Nils Japke | Bachelor |
| A Comparative Analysis of Techniques for Detecting Performance Regressions of Cloud-Based Software Systems | Nils Japke | Master |
Abgeschlossene Arbeiten seit 2017
2024
| Topic | Supervision | Level |
|---|---|---|
| Design and Implementation of a Lightweight FaaS Platform for Multi Machine Edge Nodes | Trever Schirmer & Hamed Moasses | Bachelor |
| Design and Implementation of a Generic Framework for Continuous Benchmarking | Martin Grambow | Master |
| A Comprehensive Benchmarking Study on Performance Variability in FaaS Platforms | Trever Schirmer | Master |
| An Empirical Review of the Use of Microbenchmarking in Go Projects on GitHub | Martin Grambow | Bachelor |
| Managing Performance Variability in FaaS Platform Benchmarking | Martin Grambow | Master |
| Analyzing the Performance Effects of Using IP Anycast in LEO Satellite Networks | Tobias Pfandzelter | Master |
| Evaluating Unikernels as an Edge FaaS Execution Environment | Tobias Pfandzelter | Master |
| Analyzing the Impact of Road Infrastructure on Popularity and Safety in Bicycle Traffic | Ahmet-Serdar Karakaya | Master |
2023
| Topic | Supervision | Level |
|---|---|---|
| Extending a Single-Node Edge FaaS Platform for Multi-Node Deployments | Trever Schirmer | Bachelor |
| A Web-based 3D Visualization for High-Precision Urban Wind Models | Tobias Pfandzelter | Bachelor |
| Reducing the Execution Time of Microbenchmark Suites based on Performance Variability of Individual Benchmarks | Martin Grambow & Nils Japke | Master |
| Analyzing the Impact of Different Storage Options in Android Applications | Ahmet-Serdar Karakaya | Bachelor |
| Evaluating the Stability of Google Cloud Functions | Trever Schirmer | Bachelor |
| Identifying different types of Bicycles and Cyclist Types from the SimRa data and adding them to SUMO | Ahmet-Serdar Karakaya | Master |
| Evaluating Predictive Replica Placement Techniques Using Real World Data in an Emulated Fog Testbed | Trever Schirmer | Master |
| Comparing Software Update Strategies in Distributed Fog Deployments | Trever Schirmer | Bachelor |
2022
| Topic | Supervision | Level |
|---|---|---|
| A Testbed for Evaluating the Detection Capabilities of Microbenchmark Suites Regarding Performance Changes | Martin Grambow | Master |
| Identifying the Impact of Different Traffic Infrastructure Types on Bicycle Traffic Safety | Ahmet-Serdar Karakaya | Bachelor |
| Managing Vendor Lock-in in Serverless Edge-to-Cloud Computing from the Client Side | Tobias Pfandzelter | Master |
| Optimizing the Execution Duration of Microbenchmark Suites Using Benchmark Stability Metrics | Martin Grambow | Master |
| Design and Implementation of a Benchmark for Timeseries Database Systems | Martin Grambow | Bachelor |
| Managing Configuration Data of Distributed Fog Platforms under Strict Consistency | Tobias Pfandzelter | Bachelor |
| Using Duet Benchmarking in Performance Benchmarking of Distributed Datastores in the Cloud | Martin Grambow | Bachelor |
| Predicting Length of Stay for Things and People Interacting with Fog Applications | Tobias Pfandzelter | Bachelor |
| Detecting Near Miss Incidents in Bicycle Traffic Using Machine Learning and Motion Sensors | Ahmet-Serdar Karakaya | Master |
| Using Crowdsourced Cycling Safety and Environmental Comfort Levels in Mobile Bicycle Routing | Ahmet-Serdar Karakaya | Master |
| Optimizing Microbenchmark Suites based on Code Change Analysis | Martin Grambow | Bachelor |
| Efficient Exchange of Metadata Information in Geo-Distributed Fog Systems | Tobias Pfandzelter | Bachelor |
| Routing Requests to Geographically Close Nodes in Fog-Based FaaS Deployments | Tobias Pfandzelter | Master |
| Using the OpenBikeSensor for Detecting Close Pass Incidents in the SimRa Smartphone App | Ahmet-Serdar Karakaya | Master |
2021
| Topic | Supervision | Level |
|---|---|---|
| Exploring the Limits of CRDTs and Eventually Consistent Datastores for Configuration Management in Fog Environments | Tobias Pfandzelter | Bachelor |
| Using Optimized Microbenchmark Suites and Application Benchmarks to Detect Performance Regressions in CI/CD Processes | Martin Grambow | Bachelor |
| Analyzing the Popularity of Street Segments for Cyclists in the SimRa Dataset | Ahmet-Serdar Karakaya | Bachelor |
| Predictive Replica Placement for Fog Data Management with Mobile Clients | Tobias Pfandzelter | Master |
| Guaranteeing Client-Centric Consistency through Datastore-Middleware Co-Design | Tobias Pfandzelter | Bachelor |
| Modeling Cyclist Behavior in SUMO based on the SimRa Dataset | Ahmet-Serdar Karakaya | Master |
| Routing End User Requests to Application Services in Fog Environments | Martin Grambow | Master |
| Efficient Exchange of Topology Information in Fog Platforms with CRDT Principles | Tobias Pfandzelter | Bachelor |
| Design and Implementation of a Processing Pipeline for High Resolution Blood Pressure Sensor Data | David Bermbach | Master |
| Evaluating the Applicability of OpenISBT to Open Source Microservice APIs | Martin Grambow | Bachelor |
| Identifying Nearest Nodes in Distributed Fog Platforms with Mobile Clients | Tobias Pfandzelter | Master |
| Managing the Tradeoff between End-to-End Latency and Load Distribution in Distributed Content-based Filtering Systems | Jonathan Hasenburg | Bachelor |
| Feedback-Driven Function Fusion in FaaS Deployments | David Bermbach | Master |
2020
| Topic | Supervision | Level |
|---|---|---|
| Design and Implementation of a Microservice Testbed | Martin Grambow | Bachelor |
| Using Benchmarking to Trace Performance Problems in Microservice Applications | Martin Grambow | Master |
| Tracking Surface Quality of Cycle Paths based on Smartphone Sensor Data | Ahmet-Serdar Karakaya | Master |
| Function Placement in Fog-Based FaaS Deployments | David Bermbach | Master |
| Detecting Near Miss Incidents in Bicycle Traffic Using Acceleration Sensor Data | Ahmet-Serdar Karakaya | Master |
| Scaling GeoBroker Clusters based on Local Sharding | Jonathan Hasenburg | Master |
| Design and Implementation of a Scalable, Distributed, Location-Based Pub/Sub System | Jonathan Hasenburg | Master |
2019
| Topic | Supervision | Level |
|---|---|---|
| A Comparative Study of Implementation Strategies in Smart Car Scenarios | Jonathan Hasenburg | Bachelor |
| Erkennung der Oberflächengüte von Radwegen auf Basis von Smartphonesensordaten | Ahmet-Serdar Karakaya | Bachelor |
| A Lightweight FaaS Platform for Edge Environments | David Bermbach | Master |
| Experiment-Driven Assessment of Spatio-Textual Index Data Structures | Jonathan Hasenburg | Bachelor |
| Efficient Message Routing in Geo-Distributed Pub/Sub-Systems | Jonathan Hasenburg | Master |
| Vergleich verschiedener Ansätze zur Erzeugung von Application-Flowmaps aus Performancedaten | David Bermbach | Bachelor |
| Management of Federated Stream Processing Pipelines | Jonathan Hasenburg | Master |
| Reducing Cold Start Latencies in Federated FaaS Platforms | David Bermbach | Master |
2018
| Topic | Supervision | Level |
|---|---|---|
| Performance-Benchmarking in Continuous-Integration-Prozessen | Martin Grambow | Bachelor |
| Providerseitige Reduktion von Cold-Starts mit Hilfe von Kompositionswissen am Beispiel von OpenWhisk | David Bermbach | Bachelor |
| A System for Improving Web API Availability | David Bermbach | Master |
| Benchmarking the Performance of Microservices | David Bermbach | Master |
| Understanding the Effects of Dockerization in Performance Benchmarking | David Bermbach | Bachelor |
2017
| Topic | Supervision | Level |
|---|---|---|
| Design and Implementation of a Fog Data Management System | David Bermbach | Master |
| Predicting Carsharing Availability | David Bermbach | Master |
| Managing Access for the Internet of Things and Services on the Example of ‘Eclipse SmartHome’ | David Bermbach | Master |
