22.10.2024 Combined Scheduling of PSFP and TAS Supervisor: Laura Becker, Yash Deshpande, Manuel Eppler (Siemens AG)
30.07.2024 A Novel Sparse dMIMO Transmission Scheme for Efficient Data Communication Supervisor: Valentin Haider, Wolfgang Zirwas, Bernhard Wegmann, Brenda Vilas-Boas (Nokia)
07.05.2024 Exploring Multilink Operation for Fast and Real-Time Transmissions in Wi-Fi 7 Supervisor: Alba Jano, Hansini Vijayaraghavan, Ben Schneider (Siemens)
16.04.2024 Processing Priorization in the Medical Context Supervisor: Nicolai Kröger, Fidan Mehmeti
26.03.2024 Implementation and comparison of different techniques for disaggregated optical access network planning Supervisor: Cristian Bermudez Serna
27.02.2024 Design and Evaluation of Protocol Exploits for the Vendor-Specific Implementation of Commercial 5G Devices Supervisor: Nicolai Kröger, Oliver Zeidler, Dominik Brunke
Research Internships (Forschungspraxis)
08.10.2024 Implementation of a Medical Communication Library in C++ Supervisor: Nicolai Kröger
17.09.2024 Implementation of a Medical Communication Protocol Supervisor: Nicolai Kröger, Franziska Jurosch (MITI)
06.08.2024 Adrián Ignacio Gómez Ryfka Determining the correlation between flow availability and minimal cut set availability Supervisor: Shakthivelu Janardhanan
30.07.2024 MPTCP Flexbed: A Comprehensive Framework for Evaluating MPTCP Schedulers in Heterogeneous Network Environments Supervisor: Hansini Vijayaraghavan
23.07.2024 Investigating SDR-Based OpenRAN with LiFi Technology Supervisor: Hansini Vijayaraghavan, Muhammad Asad (aeroLiFi GmbH)
23.07.2024 Kaustubh Patil Modeling the Sovereignty of a Network at the Sub-component Level Supervisor: Shakthivelu Janardhanan
09.07.2024 Development of a Medical Communication Library based on the IEEE 11073 SDC Family of Standards Supervisor: Nicolai Kröger, Franziska Jurosch (MITI)
02.05.2024 An AI Benchmarking Suite for Microservices-Based Applications Supervisor: Navidreza Asadi
09.04.2024 Robustness analysis of Rail Data Network Supervisor: Shakthivelu Janardhanan, Cristian Bermudez Serna
19.03.2024 Integrating Chameleon in a TSN-5G Framework Supervisor: Yash Deshpande
18.03.2024 Gelocaliation f Commercial Drones by Exploiting Wi-Fi Supervisor: Wolfgang Kellerer
12.03.2024 Developing a Digital Twin for Demand Generation Supervisor: Razvan-Mihai Ursu
30.01.2024 Further Development and Implementation of a System for Room Sensitive Measurement of Vital Parameters Supervisor: Nicolai Kröger, Franziska Jurosch (MITI)
23.01.2024 5G Network Digital Twin using FlexRIC Supervisor: Yash Deshpande
23.01.2024 Latency Evaluation of FastDDS Layers Supervisor: Yash Deshpande
Internships
15.05.2024 Funktionsweise der digitalen Kommunikation Supervisor: Wolfgang Kellerer
2023
Bachelor's Theses
20.11.2023 Measurement Design and Performance Evaluation in srsRAN Supervisor: Nicolai Kröger
31.10.2023 Development of a test setup for the optimization of camera streams in a medical 6G demonstrator Supervisor: Nicolai Kröger, Franziska Jurosch (MITI)
24.10.2023 Fidelity measures on combined entanglement swapping and purification Supervisor: Benedikt Baier
12.09.2023 Modelling and evaluation of the availability of an optical switch Supervisor: Shakthivelu Janardhanan
05.09.2023 Resource Allocation with Reinforcement Learning to maximize rate in LiFi-WiFi Networks Supervisor: Hansini Vijayaraghavan
25.07.2023 Modeling and comparing different aircraft cabin wireless channel models Supervisor: Jörg von Mankowski
04.07.2023 Network Attack Traffic Analysis of a BBrute-Force Login Attack against a MySQL Server Supervisor: Wolfgang Kellerer
04.04.2023 Multimodal and Redundant Peer to Peer communication for Robots in Noisy Environments Supervisor: Yash Deshpande, Markus Weber (Filics GmbH)
21.03.2023 Proportional fair and energy-efficient radio resource allocation Supervisor: Wolfgang Kellerer
Master's Theses
19.12.2023 Dynamic End-to-End Quality of Service Mapping for Industrial IoT Applications over 5G Networks Supervisor: Yash Deshpande, Dr Matous Sedlacek (Siemens AG)
12.12.2023 Dimensioning a German Train IP-Optical Network with Integer Linear Programming Supervisor: Cristian Bermudez Serna, Filippos Christou (Institute of Communication Networks and Computer Engineering (IKR) - Uni. Stuttgart)
30.11.2023 Reinforcement Learning based Resource Allocation in a multi-hop multi-path heterogeneous LiFi-WiFi Network Supervisor: Hansini Vijayaraghavan
31.10.2023 Evaluation of Strategies and Challenges for Automated Mobile Phone Localization using UAVs Supervisor: Nicolai Kröger, Oliver Zeidler, Julian Sturm (ZITiS)
31.10.2023 Reliable Transmissions for Industrial Scenarios in OFDMA-based Wi-Fi Networks Supervisor: Yash Deshpande, Siemens AG
31.10.2023 GNN-based Network Performance Modeling: A Comparative Study Supervisor: Kaan Aykurt
24.10.2023 Dynamic in-Network Processing for a PLC-based Steering Mobile Robot Supervisor: Wolfgang Kellerer
17.10.2023 Development of a Container-Based Control System for Robotic Teleoperation Using Fused Sensor Data? Supervisor: Nicolai Kröger, Sven Kolb (MITI)
26.09.2023 Joint Functional Split Adaption and Path Selection of Automated Vehicles in Industrial Radio Access Networks Supervisor: Nicolai Kröger, Alberto Martinez Alba (Siemens AG)
26.09.2023 Graph-network-based RSSI fingerprinting for localization Supervisor: Cristian Bermudez Serna, Dr. Alberto Martínez Alba (Siemens AG)
05.09.2023 AP Sum Power Minimization of a cfmMIMO Network subject to per-UE Minimum Rate Constraints with ML Supervisor: Valentin Haider, Hansini Vijayaraghavan
01.08.2023 MIMO-RIC: Near-Real-Time RAN Control Platform for MIMO Applications Supervisor: Wolfgang Kellerer, Valentin Haider
18.07.2023 Semantic Transmission: Evaluating Triggers for Hard and Soft Switching between Communication Modes Supervisor: Alexander Griessel, Apple
11.07.2023 Interoperability of Media Redundancy Protocol and Frame Replication and Elimination for Reliability Supervisor: Yash Deshpande, Philip Diederich, Dr. Andreas Zirkler (Siemens AG)
04.07.2023 Towards a Digital Twin for Cloud-native Mobile Networks Supervisor: Johannes Zerwas, Patrick Krämer, Navidreza Asadi
20.06.2023 Implementation and Evaluation of Reinforcement-Learning-based Multipath TCP Schedulers Supervisor: Hansini Vijayaraghavan
14.06.2023 Recource-aware model aggregation for federated learning in SD-WAN-enabled MEC networks Supervisor: Wolfgang Kellerer
06.06.2023 Characterizing Service Disruptions in a Regional Content Provider Network Supervisor: Maximilian Stephan
16.05.2023 Optimized Multi Access Edge Computing in Aeronautical Networks Supervisor: Jörg von Mankowski
15.05.2023 Sidelink Communication in Industry 4.0 Scenarios Supervisor: Yash Deshpande, Shubhangi Bhadauria (Siemens AG)
02.05.2023 Development and Implementation of Dederated Learning on Constrained Embedded Devices Supervisor: Navidreza Asadi, Yash Deshpande, Lars Wulfert (Fraunhofer IMS)
25.04.2023 Enhancements and Performance Analysis of L1/2 Triggered Mobility Supervisor: Anna Prado
18.04.2023 Context-aware resource allocation and offloading decisions in a MEC-enabled 6G network Supervisor: Alba Jano
18.04.2023 Implementation and Analysis of P4-based 5G User Plane Function Supervisor: Hasanin Harkous
04.04.2023 On UE-side Receiver Beamforming for Mobility Robustness in 5G-Advanced Supervisor: Wolfgang Kellerer
04.04.2023 Cost Optimized Optical Network Migration Strategies for Long-Haul Optical Networks Supervisor: Sai Kireet Patri, Sai Kireet Patri (ADVA)
21.03.2023 MVL: C2C protocol Supervisor: Jörg von Mankowski
13.03.2023 ML based optimization of optical transport and network configurations Supervisor: Jasper Konstantin Müller, Jasper Müller (ADVA)
14.02.2023 Deep reinforcement learning based beam alignment pattern in a multi-RAT network Supervisor: Jörg von Mankowski
14.02.2023 Linearisation and Solving of a Beamforming based Multi-Rat Network Equation Supervisor: Jörg von Mankowski
Research Internships (Forschungspraxis)
30.11.2023 Efficient Implementation of out-of-order configured and dynamic grant handling in the NR CDRX Algorithm Supervisor: Valentin Haider
28.11.2023 QoS Degradation in 5G due to Time Offset Supervisor: Yash Deshpande
24.10.2023 Reactive Resource Allocation with Reinforcement Learning to minimize latency in LiFi-WiFi Networks Supervisor: Hansini Vijayaraghavan
26.09.2023 Advancing Topologies for better Performance in Real-TIme Environments Supervisor: Philip Diederich
18.07.2023 Reproducing a Signaling Attack Supervisor: Maximilian Stephan, Tim Niehoff (IPOQUE)
23.05.2023 Deterministic Networking with 5G Supervisor: Yash Deshpande
02.05.2023 Entwicklung und Bewertung von verschiedenen Konzepten für den Einsatz von Coordinated Multipoint Supervisor: Wolfgang Kellerer
25.04.2023 Ground Truth Acquisition using Li-DAR sensor for PaaK localization algorithm Supervisor: Saquib Amjad
04.04.2023 Information Freshness in Next-Generation IoT Network Supervisor: Wolfgang Kellerer
04.04.2023 Simulation of PTPv2 with configurable delay switch Supervisor: Yash Deshpande
28.03.2023 Optimal placement of PDP-capable switches Supervisor: Cristian Bermudez Serna
21.03.2023 Implementation od Collective Perception Messages (CPM) in Artery Framework Supervisor: Wolfgang Kellerer
01.03.2023 FP Supervisor: Carmen Mas Machuca
31.01.2023 Forschungspraxis Supervisor: Wolfgang Kellerer
17.01.2023 Wideband Radio Communication Testing Supervisor: Wolfgang Kellerer
17.01.2023 Intelligent Reflecting Surfaces Aided Wireledd Communications Supervisor: Wolfgang Kellerer
Internships
11.07.2023 Embedded Softwaredevelopment und Prototyping Supervisor: Wolfgang Kellerer
17.05.2023 IP Supervisor: Wolfgang Kellerer
Student Assistant Jobs
30.11.2023 Ritanshi Agarwal Solving the manufacturer assignment problem to maximise availability of a network using linear programming Supervisor: Shakthivelu Janardhanan
31.08.2023 Student Assistant for the Wireless Sensor Networks Lab SS23 Supervisor: Yash Deshpande, Hansini Vijayaraghavan
31.07.2023 Samyuktha Sena Indrasena Solving the manufacturer assignment problem to maximise availability of a network using centrality metrics Supervisor: Shakthivelu Janardhanan
15.03.2023 Student Assistant for the Wireless Sensor Networks Lab WS22/23 Supervisor: Yash Deshpande, Hansini Vijayaraghavan
Interdisciplinary Projects
24.10.2023 Evaluation of the MPTCP Scheduler LATE for Heterogeneous Wireless Networks Supervisor: Hansini Vijayaraghavan
2022
Bachelor's Theses
16.11.2022 Reducing Signaling in Conditional Hangover Using Reinforcement Learning Supervisor: Wolfgang Kellerer
08.11.2022 Learning to forward based on the euclidean embedding of graphs Supervisor: Patrick Krämer
25.10.2022 Performance Evaluation of a Reinforcement Learning based Multipath Scheduler Supervisor: Hansini Vijayaraghavan
18.10.2022 Predictability of Chameleon Supervisor: Philip Diederich, Patrick Krämer, Andreas Blenk
16.08.2022 End-to-End Learning of Wireless Communication Systems in 5G Supervisor: Serkut Ayvasik
26.07.2022 Network Planning for the Future Railway Communications Supervisor: Cristian Bermudez Serna
31.05.2022 Joint optimization of caching and slicing for In Flight Entertainment and Connectivity Services Supervisor: Arled Papa
26.05.2022 Lightpath provisioning algorithms for Elastic Optical Networks Supervisor: Sai Kireet Patri, Sai Kireet Patri (ADVA)
12.04.2022 Implementing and evaluating the analytical models of device energy consumption Supervisor: Alba Jano
22.03.2022 Input-Based Autoscaling for 5G Core Netowrks Supervisor: Endri Goshi
Master's Theses
21.12.2022 RLBrowse: Realistic Network Traces for Realistic Web Browsing Supervisor: Patrick Krämer
19.12.2022 Joint Network and Edge Cloud \alpha-fair Resource Allocation to Vehicular Users in a Cell for URRLC Traffic Supervisor: Fidan Mehmeti
29.11.2022 Modeling of Congestion Control in Networks Supervisor: Hansini Vijayaraghavan, Dr. Fabien Geyer (Airbus)
22.11.2022 Software-Defined Radio Implementation of Age of Information-Aware Policies in Multi-Source, Multi-Hop Networks Supervisor: Onur Ayan
26.10.2022 Design and Evaluation of a Microservice-based Implementation of the User Plane Function Supervisor: Hasanin Harkous
27.09.2022 Implementing and Evaluating a Neural Network based Routing Protocol Supervisor: Patrick Krämer
13.09.2022 Enabling Proportionally Fair Mobility Management in 5G Networks Supervisor: Anna Prado
06.09.2022 Analysis of Mobility and Blockage using Madrid Grid Mobility Model Supervisor: Anna Prado
16.08.2022 Analysis of Air Traffic Control Communication WANs Supervisor: Yash Deshpande, Zikai Zhou
27.07.2022 State Management in Stateless 5G Core Supervisor: Endri Goshi
26.07.2022 DNS over TCP: A First Look from the Edge Supervisor: Wolfgang Kellerer, Mika Kosek (Chair of Connected Mobility)
21.06.2022 Optimization of Access Point Placement in Beyond 5G LiFi-RF Wireless Heterogeneous Networks Supervisor: Hansini Vijayaraghavan
17.05.2022 Analysis of Air-Ground Collaborative MEC on Multi-Layer Network Supervisor: Jörg von Mankowski, Arled Papa
03.05.2022 Performance Analysis of Transport Layer Protocols inReconfigurable Data Center Networks Supervisor: Johannes Zerwas, Andreas Blenk
12.04.2022 Machine Learning approach for resource distribution in a 5G Network: Edge Network Slicing for In-Flight Connectivity Supervisor: Arled Papa, Jörg von Mankowski
29.03.2022 Implementation of interference coordination techniques within a dynamic functional split adaptation Supervisor: Alberto Martinez Alba, Nicolai Kröger
28.03.2022 Root Cause Analysis for TSN Supervisor: Zikai Zhou, Andreas Blenk, Dr. Andreas Zirkler (Siemens AG (50%), LKN (50%))
21.03.2022 NeuralProphet: Turning a Machine Learning Framework into a highly usable Open Source Supervisor: Wolfgang Kellerer
25.01.2022 Band Division Multiplexing and Space Division Multiplexing Comparison in Elastic Optical Networks Supervisor: Carmen Mas Machuca
22.11.2022 Performance Analysis of LiFi-WiFi HetNets in ns-3 Supervisor: Hansini Vijayaraghavan
08.11.2022 Towards Digital Network Twins: Can we Machine Learn Network Function Behaviors? Supervisor: Patrick Krämer, Johannes Zerwas
08.11.2022 Mobility Management KPIs Evaluation in LTE/5G Network Supervisor: Anna Prado, Qualcomm
15.10.2022 Deep Learning for Routing Modulation and Spectrum Assignment in Elastic Optical Networks Supervisor: Sai Kireet Patri
13.09.2022 Shivraj Hanumant Gonde Joint Planning of Optical and Satellite QKD networks Supervisor: Sai Kireet Patri
18.08.2022 4G/5G PHY Link-Level Simulation Supervisor: Wolfgang Kellerer
12.07.2022 5G Random Access Channel Supervisor: Wolfgang Kellerer
03.07.2022 Framework foe e2e-monitoring in Industrial Edge Clouds Research Internship Supervisor: Wolfgang Kellerer
17.05.2022 Optimized 5G modem for industrial IoT Supervisor: Wolfgang Kellerer
26.04.2022 Time Synchronization in Wireless Deterministic Edges based on Fine Time Measurement protocol Supervisor: Yash Deshpande, Dr Rute Sofia (fortiss GmbH)
29.03.2022 Satelite-based UAV Command and Control (C2) Communication Supervisor: Wolfgang Kellerer
22.03.2022 Implementing and Evaluating Neural Networks in the extended Berkeley Packet Filter Supervisor: Patrick Krämer, Andreas Blenk
22.03.2022 LiFi Channel Analysis in an Aircraft Cabin Supervisor: Hansini Vijayaraghavan
08.03.2022 Evaluation of Communication Mechanisms in 5G Control Plane Supervisor: Endri Goshi
01.03.2022 Analysis of Indoor Wireless Networks under the Influence of Blockages Supervisor: Anna Prado, Hansini Vijayaraghavan
16.02.2022 Multi panel UE mobility performance investigation: UE rotation and panel blockage Supervisor: Wolfgang Kellerer
08.02.2022 Forschungspraxis Supervisor: Wolfgang Kellerer
24.01.2022 Analysis of Time-Sensitive Networking Systems Supervisor: Wolfgang Kellerer
18.01.2022 Reinforcement Learning-based Handover Algorithm for Mobility Management in 5G Supervisor: Anna Prado
Internships
09.12.2022 Simulator development for LiFi-RF channel model evaluations Supervisor: Hansini Vijayaraghavan
09.12.2022 Simulator development for LiFi channel model evaluation Supervisor: Hansini Vijayaraghavan
30.08.2022 FP Supervisor: Wolfgang Kellerer
30.08.2022 Vehicle-to-Everything (V2X) Communications Supporting Autonomous Driving Supervisor: Wolfgang Kellerer
21.07.2022 4G/5G mobile network Supervisor: Wolfgang Kellerer
12.07.2022 Conditional Handover Evaluation Supervisor: Anna Prado
10.06.2022 Entwicklung einre KI zu Auswertung von Drohnenaufnahmen Supervisor: Wolfgang Kellerer
Student Assistant Jobs
31.05.2022 Lightpath Lifecycle Management using TransportPCE and OpenROADM Supervisor: Sai Kireet Patri
2021
Bachelor's Theses
09.09.2021 Stmarphone Traffic Scanning, Analysis and Visualization- using IoT/Spartphone as an examle Supervisor: Wolfgang Kellerer
08.09.2021 Analysis and implementation of 4G/5G downlink scheduling algorithms in OpenAirInterface Supervisor: Arled Papa
15.06.2021 Implementation and evaluation of radio resource scheduling algorithms Supervisor: Anna Prado, Alba Jano
15.06.2021 Implementation and evolution of radio resource scheduling algorithms Supervisor: Wolfgang Kellerer
04.05.2021 Evaluation of telematic configurations with regard to the mobile radio transmission quality including predictions Supervisor: Wolfgang Kellerer
13.04.2021 Towards VR Beer Pong - Development of a Tracking Glove for Real Time Trajectory Simulation in Virtual Environments Supervisor: Wolfgang Kellerer
30.03.2021 Depth Image based 5G Reliability Enhancement Supervisor: Serkut Ayvasik
23.03.2021 Coexistence of 5G-NR-U and WiFi6 in aircraft cabins (SISO) Supervisor: Jörg von Mankowski
16.03.2021 Modelling and Analyzing the influence of passengers on aircraft cabin channel models Supervisor: Jörg von Mankowski, Hansini Vijayaraghavan
02.03.2021 Influence of the human body on indoor LiFi communication Supervisor: Hansini Vijayaraghavan
Master's Theses
14.12.2021 3D Placement of Optical Front Ends in LiFi Networks Supervisor: Hansini Vijayaraghavan, Carmen Mas Machuca
07.12.2021 Optimized MAC-Algorithm for Decentralized Communication Systems with Directional Antennas Supervisor:
16.11.2021 Modeling and evaluation of a data center sovereignty Supervisor: Carmen Mas Machuca
19.10.2021 Effects of SD-RAN Control Handover on User QoS: Towards a Digital Twin Supervisor: Arled Papa
12.10.2021 Evaluation of the Impact of Graph Feature on Network Flexibility Supervisor: Wolfgang Kellerer
05.10.2021 Distributed Spectrum Sharing in Vehicular Networks Supervisor: Wolfgang Kellerer
20.07.2021 Nicolai Kroeger Modeling the Performance of P4 Programmable Devices Using Queuing Theory Supervisor: Hasanin Harkous
15.06.2021 Safe Runtime Reconfiguration of TAS-based TSN schedules Supervisor: Ermin Sakic, Andreas Blenk, Zikai Zhou, Ermin Sakic, Dr. Andreas Zirkler (Siemens AG (50%), LKN (50%))
27.05.2021 Machine Learning based Fault Detektion Algorithms or Long Haul Elastic Optical Networks Supervisor: Carmen Mas Machuca, Sai Kireet Patri (ADVA)
18.05.2021 Lossless Data Center Networks Congestion Control Supervisor: Andreas Blenk, Johannes Zerwas, Patrick Krämer, Siyu Tang (Huawei)
11.05.2021 Adversarial Benchmarking of Data-driven Reconfigurable Data Center Networking Supervisor: Johannes Zerwas, Andreas Blenk
13.04.2021 Realization of a TCP Proxy with P4 Supervisor: Nemanja Deric, Endri Goshi
30.03.2021 Optimizing BGP Forwarding Information Base Aggregation Routines by Prediction of Updates Supervisor: Andreas Blenk, Johannes Zerwas
30.03.2021 Dynamic Assignment and Reconfiguration of Hypervisors in vSDN Supervisor: Amir Varastehhajipour
23.03.2021 Multi-User MIMO for WiFi 6 and 5G New Radio Coexistence Supervisor: Jörg von Mankowski
08.03.2021 A Study on Benchmarking ONOS Controller with P4Runtime Supervisor: Hasanin Harkous
Research Internships (Forschungspraxis)
14.12.2021 Madrid Grid Mobility Model Implementation, Extension and Evaluation Supervisor: Anna Prado
14.12.2021 Comparison of machine learning algorithms for RSSI-based indoor localization Supervisor: Wolfgang Kellerer
14.12.2021 Performance Evaluation of a Multipath transport network in a LiFi-RF Heterogeneous Network Supervisor: Hansini Vijayaraghavan
07.12.2021 Arantxa Villavicencio Paz SDN based Lightpath Lifecycle Management for Open Disaggregated Transport Networks Supervisor: Sai Kireet Patri
29.11.2021 First Step to Charting the Performance Landsacape of P4 Network Functions on Software Systems Supervisor: Andreas Blenk, Johannes Zerwas
29.11.2021 Fast flow-level simulation for reconfigurable data center networks in C++ Supervisor: Andreas Blenk, Johannes Zerwas
23.11.2021 Towards Modular Implementation of P4-based UPF Supervisor: Hasanin Harkous
15.11.2021 Application of Per-Stream Filtering and Policing for stream delay guarantees in TSN Supervisor: Zikai Zhou, Andreas Blenk, Dr. Andreas Zirkler (Siemens AG (50%), LKN (50%))
23.09.2021 4G/5G system symulation Supervisor: Wolfgang Kellerer
21.09.2021 Implementation and Evaluation of Scheduling Techniques for Reconfigurable, Hybrid Circuit/Packet Data-center Networks Supervisor: Johannes Zerwas, Andreas Blenk
14.09.2021 Kommunikationstechnik Supervisor: Wolfgang Kellerer
14.09.2021 Lightpath Reconfiguration Algorithms for Optical Network Planning Supervisor: Sai Kireet Patri
27.07.2021 Evaluation of 5G Core Scaling Mechanisms Supervisor: Endri Goshi
29.06.2021 Looking ahead - Trajectory Prediction using Deep Neural Networks Supervisor: Anna Prado, Hansini Vijayaraghavan
29.06.2021 Network Traffic Characteristics of Machine Learning Frameworks Under the Microscope Supervisor: Johannes Zerwas, Andreas Blenk
22.06.2021 Performance Analysis in GNURadio and Testbed Implementation with Software-defind Radios Supervisor: Onur Ayan
22.06.2021 Community Detection in Large-Scale Communication Networks using Stochastic Block Modeling Supervisor: Patrick Krämer
31.05.2021 Design and Development of robust Risk and Verification Pipeline Supervisor: Wolfgang Kellerer
13.04.2021 On the comparison of joint and separate uplink/downlink RAN slicing Supervisor: Arled Papa
16.03.2021 Modeling and analysis of LiFi Access Point placement strategies for an office Supervisor: Hansini Vijayaraghavan
23.02.2021 Network Functions Placement into P4 Devices Supervisor: Hasanin Harkous
23.02.2021 Mobile user trajectory prediction using Machine Learning methods Supervisor: Hansini Vijayaraghavan, Anna Prado
09.02.2021 Analysis and Development of a Network Slice Control Handover Scheme Supervisor: Arled Papa
20.01.2021 Reimplementation and Evaluation of METTEOR: Robust Multi-Traffic Topology Engineering Supervisor: Johannes Zerwas, Andreas Blenk
15.01.2021 FlexGraph: Flexibility Study of Network Topologies Supervisor: Andreas Blenk, Mu He
Internships
23.09.2021 Implementing a quantized neural network in P4 Supervisor: Patrick Krämer, Hasanin Harkous, Andreas Blenk
09.09.2021 Funknetzplanung Supervisor: Wolfgang Kellerer
09.09.2021 Netzoptimierumg Supervisor: Wolfgang Kellerer
11.06.2021 Implementation of user mobility models for LiFi networks Supervisor: Hansini Vijayaraghavan
10.02.2021 Development of a Software Module for Reporting Interface of a cloude-based E-learning Platform Supervisor: Wolfgang Kellerer
29.01.2021 Probability parameters 5G RANs featuring dynamic functional split Supervisor: Wolfgang Kellerer
Student Assistant Jobs
30.11.2021 Machine-Learning based fault diagnosis in flexible optical networks Supervisor: Carmen Mas Machuca
31.08.2021 Student Assistant for the Wireless Sensor Networks Lab SS21 Supervisor: Hansini Vijayaraghavan
28.02.2021 Student Assistant for the Wireless Sensor Networks Lab WS20/21 Supervisor: Hansini Vijayaraghavan
2020
Bachelor's Theses
17.11.2020 Reimplementation and Extension of a Machine Learning Pipeline for Virtual Network Embedding Supervisor: Andreas Blenk, Johannes Zerwas
27.10.2020 Finite-Horizon AoI-based Scheduling with Gilbert-Elliot Channel Model Supervisor: Onur Ayan
27.10.2020 Virtual Network Embedding: Does Time Really Matter? Supervisor: Andreas Blenk, Johannes Zerwas
09.09.2020 Implementation nd Proof-of-concept of a Performance Benchmarketing Pipeline on Example of an MPLS Verification Tool Supervisor: Andreas Blenk
08.09.2020 Network Slicing for Multiple Cells in Radio Access Networks with FlexRAN und srsLTE Supervisor: Arled Papa
09.07.2020 Learning Machine Learning Friendly IP-Addresses Supervisor: Patrick Kalmbach
08.07.2020 An NS3-based Evaluation of Demand-oblivious Topology Adaptation in DCN Supervisor: Johannes Zerwas
01.07.2020 Adaptive Fitness Tracker for Dogs Using Accelerometer and GPS Data Supervisor: Wolfgang Kellerer
02.06.2020 Deep Q-Learning approach to Service Provisioning in Space-Air-Ground-Integrated Networks Supervisor: Amir Varastehhajipour
12.05.2020 Cache ad Backhaul Network Silicing in an Aircraft Scenario Supervisor: Arled Papa
21.04.2020 NeuroBOA: Speeding up Bayesian Optimization-based Network Measurements with Neural Networks Supervisor: Andreas Blenk
31.03.2020 Sensor to cloud solution for low power industrial applications Supervisor: Onur Ayan
31.03.2020 Runtime Analysis of the MPLS Network Verification Tool AalWiNes Supervisor: Andreas Blenk
19.03.2020 Development of a LoRa-Network for Smart City Applications Supervisor: Wolfgang Kellerer
18.03.2020 Overlapping Community Detection in IP-to-IP Communication Supervisor: Patrick Kalmbach
04.03.2020 Use of bus simulations for the automated safeguarding of system functions Supervisor: Wolfgang Kellerer
29.02.2020 Niklasiklas Landerer IP Traffic Classification using Graph Attention Neural Networks Supervisor: Patrick Kalmbach
01.01.2020 Traffic classification using graphattention neural networks Supervisor: Wolfgang Kellerer
01.01.2020 Anpassungs eines HArdware in the Loop Simulationsbaus Supervisor: Wolfgang Kellerer
Master's Theses
22.12.2020 Reinforcement learning based distributed MAC in networked control systems Supervisor: Onur Ayan
10.11.2020 Scheduler Agnostic Software Defined Radio Access Network with Reinforcement Learning Supervisor: Murat Gürsu, Arled Papa
16.09.2020 Joint Uplink and Downlink RAN Network Slicing Supervisor: Arled Papa, Murat Gürsu
08.09.2020 Performance Evaluation of NetFPGA Programmed with P4 Supervisor: Mu He, Hasanin Harkous
15.08.2020 Sezer Can Adigüzel Performance Evaluation of AI Offloading to the Edge Cloud Supervisor: Hasanin Harkous, Rastin Pries, Michael Jarschel (Nokia)
21.07.2020 Implementation of a NCS Testbed and Evaluation of Various Sampling and Queuing Policies Supervisor: Onur Ayan
16.06.2020 Scheduling in Time-Sensitive Networking for in-cabin Networks Supervisor: Nemanja Deric, Endri Goshi, Phuong Nga Tran (Airbus Defense and Space, Hamburg)
09.06.2020 Industrial Low-power Wireless Environment Monitoring with Machine Learning Supervisor: Samuele Zoppi, Nikola Michailow (Siemens)
02.06.2020 Analysis and optimization of multi-interface mobile networks Supervisor: Alberto Martinez Alba, Ingo Bauer (Micronova)
28.04.2020 Zikai Zhou Effcient Distributed Consistent Network Update with P4 Supervisor: Mu He
21.04.2020 Multi-channel Tree Resolution Prototype in TDMA for 5G networks Supervisor: Murat Gürsu
03.03.2020 Evaluation and Optimization of Irregular Repetition Slottet ALOHA for Low Latency in Industrial IoT Supervisor: Murat Gürsu
03.03.2020 Distributed Resource Allocation with Multi-Agent Reinforcement Learning for 5G V2X Communication Supervisor: Murat Gürsu, Dr. Volker Pauli (NOMOR)
28.04.2020 Performance Evaluation of T4P4S P4-based Software Supervisor: Wolfgang Kellerer
14.04.2020 Deterministic Execution of Network Functions using Programmable Data Plane Supervisor: Wolfgang Kellerer
07.04.2020 Experimental Setup of WiFi Lte coexistence Supervisor: Jörg von Mankowski
19.03.2020 Experimental Evaluation of Remote State Estimation in WSN Supervisor: Samuele Zoppi
03.03.2020 Impact of Path Reconfiguration on the Performance of Transport Protocols Supervisor: Nemanja Deric
21.01.2020 Simulation and Analysis of Tree Splitting with K-Multipacket reception Supervisor: Wolfgang Kellerer
Internships
21.12.2020 Performance Evaluation of BMv2 P4 Switch Supervisor: Hasanin Harkous
14.09.2020 GUI based Testbed/Demo for networked control systems Supervisor: Onur Ayan
08.09.2020 Effects of placements on VNFs in shared core scenarios Supervisor: Wolfgang Kellerer
08.09.2020 Automatisierung der Charakterisierung von Leistungshalbleitern Supervisor: Wolfgang Kellerer
09.07.2020 Prototype implementation of a field device with open platform communications-unified architecture (OPC-UA) based process automation-device information model Supervisor: Wolfgang Kellerer
06.06.2020 Design and Evaluation of Reliability-Aware VM Placement and Routing for Airplanes Supervisor: Amir Varastehhajipour
07.04.2020 Brain Magic: Entwicklung in einer medizinischen Anwendung in Mixed Reality zur Steuerung robotischer Objekte innerhalb des OP-Saals Supervisor: Johannes Zerwas
30.03.2020 Erweiterung und Optimierung von Testumgebungen für Telematiksteuergeräte Supervisor: Wolfgang Kellerer
18.03.2020 Umbau HiL Prüfstand von Sitzpneumatik Modul 1 (SPnM 1) auf SPnM 2/3 Supervisor: Wolfgang Kellerer
17.03.2020 Prozessoptimierung mittels intelligenter Algorithmen Supervisor: Wolfgang Kellerer
17.03.2020 Visualization of IP Communication Using Chord Diagram and Force-directed Graph Supervisor: Patrick Kalmbach
12.03.2020 Wireless Channel Estimation for Industrial Internet of Things Supervisor: Wolfgang Kellerer
Student Assistant Jobs
31.08.2020 Student Assistant for the Wireless Sensor Networks Lab SS20 Supervisor: Hansini Vijayaraghavan, Samuele Zoppi
04.08.2020 Working student for innovative Podcasts for BCN lecture Supervisor: Wolfgang Kellerer
14.02.2020 Student Assistant for the Wireless Sensor Networks Lab WS19/20 Supervisor: Hansini Vijayaraghavan, Samuele Zoppi
2019
Bachelor's Theses
05.11.2019 Adaptive Network Traffic Routing Optimization with Deep Reinforcement Learning Supervisor: Patrick Kalmbach
16.10.2019 Accelerating Network Address Translation with NIC Offloading Supervisor: Raphael Durner
17.09.2019 Scheduling of virtualized network functions Supervisor: Patrick Kalmbach, Andreas Blenk
10.09.2019 Dynamic Reconfiguration of a hybrid software hardware loadbalancer Supervisor: Raphael Durner, Amir Varastehhajipour
13.08.2019 Reinforcement-Learning based Optimization of Multi-Level Queue Thresholds in Data Center Networks Supervisor: Johannes Zerwas, Andreas Blenk
09.08.2019 On the External State Management of P4 Data Plane Supervisor: Mu He
01.08.2019 Improving the Predictive Accuracy of Software Reliability Growth Models with Recurrent Neural Networks (RNN) Supervisor: Petra Vizarreta Paz
01.08.2019 Improving the Predictive Accuracy of Software Reliability Growth Models with Artificial Neural Networks (ANN) Supervisor: Petra Vizarreta Paz
28.06.2019 Data-driven Topology Adaptation in Data Centers: Towards Reimplementing XWeaver Supervisor: Johannes Zerwas, Andreas Blenk
25.06.2019 Implementation and Evaluation of Time Synchronization Protocols in Multi-hop Wireless Networks Supervisor: Onur Ayan
15.05.2019 Investigation of data rate enhancement on a proprietary fire alarm transmission system considering backward compatibility Supervisor: Wolfgang Kellerer
17.12.2019 Optimization of a TSCH in experimental WSN for NCS Supervisor: Samuele Zoppi
12.12.2019 Network Design of Survivable Converged Optical Access Networks using Optimisation Supervisor: Wolfgang Kellerer
26.11.2019 Reinforcement Learning based Traffic Engineering in Data-Center Networks Supervisor: Patrick Kalmbach, Andreas Blenk
10.10.2019 Algorithmic Characterization of Unlicensed Spectrum in ISM Band Supervisor: Wolfgang Kellerer, Teemu Kärkkäinen (TUM Informatik)
13.08.2019 Proof-of-Concept Implementation of a Positional Routing Algorithm for GeoNetworking using End-to-Delay-Prediction Deep Neural Network Supervisor: Patrick Kalmbach, Wolfgang Kellerer, Sebastian Rettlinger (Telemotive AG)
06.08.2019 Experimental Evaluation of Statistical Delay Bound for IEEE802.15.4 TSCH Networks Supervisor: Samuele Zoppi, Petraska, Neda (Fraunhofer ESK)
09.07.2019 Evaluation and Modeling of Interference in Wireless Sensor Networks Supervisor: Samuele Zoppi, Prof. Giovanni Giambene (University of Siena (Eramus))
28.05.2019 QoS Analysis of UWB Communication for LI-WAIC Applications Supervisor: Samuele Zoppi, Frank Neubauer (Airbus)
22.05.2019 Control Traffic Analysis in the In-Car Communications Supervisor: Samuele Zoppi, Christian Pigorsch (BMW)
21.05.2019 Link Quality Estimation for Industrial Wireless Sensor Networks Supervisor: Samuele Zoppi
14.05.2019 Game theory based content placement and pricing in connected edge networks Supervisor: Carmen Mas Machuca
14.05.2019 SDN Control Plane Task Offloading using P4 Supervisor: Ermin Sakic
14.05.2019 A measurement-ased evaluation of software aging effects in SDN Supervisor: Petra Vizarreta Paz
30.04.2019 Backward Compatible Multi-Path Routing Supervisor: Péter Babarczi
11.04.2019
Supervisor: Amaury Van Bemten, Ben Schneider, Stefan Profanter (fortiss GmbH)
09.04.2019 Machine Learning-based Benchmarking Framework for Open vSwitch Supervisor: Andreas Blenk, Johannes Zerwas
26.02.2019 Machine Learning Based Channel Estimation for Industrial Internet of Things Supervisor: Murat Gürsu
Research Internships (Forschungspraxis)
19.12.2019 Scalable Load Balancing in Data Center Networks Supervisor: Patrick Kalmbach, Andreas Blenk
29.10.2019 A Study of Control Plane Traffic in OpenStack Cloud Supervisor: Mu He
15.10.2019 Machine Learning for LLC Scheduling Supervisor: Raphael Durner
15.10.2019 Re-implementation of a Clustering Technique for Vehicular Ad-Hoc Networks Supervisor: Wolfgang Kellerer
12.09.2019 Daniela María Rivera Díaz Implementation and Evualuation of HyperV Supervisor: Mu He
29.08.2019 Implementation and Evaluation of a Dynamic Programming Algorithm For Service Placement and Routing in Space-Air-Ground Integrated Networks Supervisor: Amir Varastehhajipour
19.08.2019 Modeling of a Software-Defined RAN control plane Supervisor: Arled Papa, Raphael Durner
23.07.2019 Implementing P4 Data Plane Reconfiguration with P4Runtime Supervisor: Mu He
16.07.2019 Network Algorithm Complexity Attacks Supervisor: Andreas Blenk, Johannes Zerwas
31.05.2019 System Level Integration of Irregular Repetition Slotted ALOHA for Industrial IoT in New Radio Supervisor: Murat Gürsu
31.05.2019 A collision resolution implementation with estimation in a multi-channel environment in OpenWSN Supervisor: Murat Gürsu
09.04.2019 UE-to-UE Communication in 5G Supervisor: Wolfgang Kellerer
29.03.2019 OpenFlow Rules Aggregation in the Context of Delay-Constrained Routing Supervisor: Amaury Van Bemten
28.02.2019 Evaluation of the Data Plane Performance of Open vSchwitch on the Banana Pi R1 and R2 Supervisor: Amaury Van Bemten
Internships
12.11.2019 Extention and Evaluation of the NetBOA Framework with Dynamic Kernel Selection for Bayesian Optimization Supervisor: Andreas Blenk
01.11.2019 xxx Supervisor: Wolfgang Kellerer, Silver Atena
29.10.2019 Boltzmann-Machines: Another Speed-Up Alternative for Your Network Algorithms Supervisor: Andreas Blenk, Patrick Kalmbach
27.09.2019 CAN Bus Diagnostics Supervisor: Wolfgang Kellerer, Italcar
30.07.2019 Ingenieurpraxis Supervisor: Wolfgang Kellerer, DRÄXMAIER
25.06.2019 A machine Learning Approach to Routing Supervisor: Patrick Kalmbach
07.06.2019 Evaluation of a Neural Routing System Supervisor: Patrick Kalmbach, Andreas Blenk
31.05.2019 Test Automation for In-Vehicle Infotainment System Supervisor: Wolfgang Kellerer, MBition
20.05.2019 Practical implementation of centralized scheduling with TSCH in Contiki OS Supervisor: Onur Ayan
25.04.2019 Automotive Connectivity: Telekommunikation im Fahrzeug und Testautomatisierung Supervisor: Wolfgang Kellerer, jember GmbH
Student Assistant Jobs
31.12.2019 Working Student Position for Network Measurements and Implementations Supervisor: Andreas Blenk, Johannes Zerwas
31.12.2019 Working Student Position Machine Learning and Artificial Intelligence Supervisor: Andreas Blenk, Patrick Kalmbach
31.08.2019 Student Assistant for the Wireless Sensor Networks Lab SS19 Supervisor: Onur Ayan, Hansini Vijayaraghavan
30.04.2019 Implementation of Dynamic Scheduling for TSCH-based Industrial WSN in Contiki NG Supervisor: Samuele Zoppi
28.02.2019 Student Assistant for the Wireless Sensor Networks Lab WS18/19 Supervisor: Samuele Zoppi
Interdisciplinary Projects
21.05.2019 Methodology for Event-Driven Traffic Modeling of Automotive Supervisor: Wolfgang Kellerer
2018
Bachelor's Theses
18.12.2018 Experimental Evaluation of LTE Frequencies in Different Propagation Scenarios Supervisor: Samuele Zoppi, Juan Patino (Vodafone)
Master's Theses
02.10.2018 Evaluation of 4G/5G for Wireless Avionics Intra-Communications Networks Supervisor: Samuele Zoppi, Dominic Schupke (Airbus)
31.07.2018 Evaluation of Link Quality Estimation Techniques for Real-Time Wireless Sensor Networks Supervisor: Samuele Zoppi
Research Internships (Forschungspraxis)
16.10.2018 Last Level Cache Scheduler Design for Virtual Network Functions Supervisor: Raphael Durner
31.07.2018 Measurements of WSN Link Quality Estimators in Contiki Supervisor: Samuele Zoppi
31.07.2018 Implementation and Evaluation of a Simultaneous Multi-Channel Industrial WSN Gateway Supervisor: Samuele Zoppi
Student Assistant Jobs
31.07.2018 Student Assistant for the Wireless Sensor Networks Lab SS18 Supervisor: Samuele Zoppi
28.02.2018 Student Assistant for the Wireless Sensor Networks Lab WS17/18 Supervisor: Samuele Zoppi
03.07.2017 Evaluation of a Dynamic TDMA Protocol for Mobile Ad-Hoc Networks Supervisor: Samuele Zoppi, Marco Weber (Rohde Schwarz)
Master's Theses
28.11.2017 Energy-Aware Radio Selection for Wireless Sensor Networks in Aircraft Supervisor: Samuele Zoppi, Jirka Klaue (Airbus)
03.05.2017 Dynamic Scheduling of TSCH Wireless Resources Supervisor: Samuele Zoppi
Research Internships (Forschungspraxis)
01.12.2017 Eastbound Interface Development and Latency Evaluation for Industrial Wireless Sensor Network Testbed Supervisor: Samuele Zoppi, Murat Gürsu
09.05.2017 Design and Implementation of a Channel Quality Estimator for 802.11-based Industrial Communication Supervisor: Samuele Zoppi, Ahmad Saad (Fraunhofer ESK)
27.04.2017 Evaluation of Multi-Loop Networked Control Systems Operating over WLAN Supervisor: Samuele Zoppi
Student Assistant Jobs
31.07.2017 Student Assistant for the Wireless Sensor Networks Lab SS17 Supervisor: Samuele Zoppi
07.03.2017 Student Assistant for the Wireless Sensors Networks Lab WS16/17 Supervisor: Samuele Zoppi
2016
Student Assistant Jobs
10.07.2016 Development of a Tactile Internet evaluation test-bed Supervisor: Samuele Zoppi
0000
Master's Theses
00.00.0000 Simulation based Analysis of Quantum Network Routing Protocol Supervisor: Wolfgang Kellerer
Research Internships (Forschungspraxis)
00.00.0000 Dynamic network planning for the future railway communications Supervisor: Cristian Bermudez Serna
