| 2026 | ICDCS | Fafnir: A Flexible Load Generator for Reproducible ML Inference Benchmarks. | Theo Radig, Holger Karl, David Simon Nelle |
| 2026 | ICIN | Surfing the SWAVES: Lifecycle-aware Service Placement in MEC. | Federico Giarr, Holger Karl |
| 2026 | NetSoft | Maintaining QoS in Partially Offloaded Packet Processing with Priority-Aware Backpressure. | Rubens Figueiredo, Hagen Woesner, Andreas Kassler, Holger Karl |
| 2026 | NetSoft | PNap: Lifecycle-Aware Edge Multi-State Sleep for Energy Efficient MEC. | Federico Giarr, Holger Karl |
| 2026 | WCNC | Dynamic Server Allocation Under Stochastic Switchover on Time-Varying Links. | Hossein Mohammadalizadeh, Holger Karl |
| 2025 | CCGRID | Draco: Dynamic Resource Allocation for Concurrent ML Applications. | Theo Radig, Holger Karl |
| 2025 | SIGCOMM | Leveraging Commodity NICs for Accelerating Hierarchical QoS for Broadband Access Networks. | Rubens Figueiredo, Hagen Woesner, Andreas Kassler, Holger Karl |
| 2024 | ICNP | Demo: Testing AI-Driven Mac Learning in Autonomic Networks. | Leonard Paeleke, Navid Keshtiarast, Paul Seehofer, Roland Bless, Holger Karl, Marina Petrova, Martina Zitterbart |
| 2023 | GLOBECOM | Energy-aware Provisioning of Microservices for Serverless Edge Computing. | Madhura Adeppady, Alberto Conte, Holger Karl, Paolo Giaccone, Carla Fabiana Chiasserini |
| 2023 | SOFTCOM | Embedding Delay-Constrained VNF Forwarding Graphs into Reconfigurable WDM Optical Networks. | Valentin Kirchner, Holger Karl |
| 2022 | ICAART | Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. | Adrian Redder, Arunselvan Ramaswamy, Holger Karl |
| 2022 | INFOCOM | Multi-Agent Distributed Reinforcement Learning for Making Decentralized Offloading Decisions. | Jing Tan, Ramin Khalili, Holger Karl, Artur Hecker |
| 2022 | IWCMC | Data-driven Time Synchronization in Wireless Multimedia Networks. | Haitham Afifi, Holger Karl, Tobias Gburrek, Joerg Schmalenstroeer |
| 2022 | NOMS | mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. | Stefan Schneider, Stefan Werner, Ramin Khalili, Artur Hecker, Holger Karl |
| 2022 | NOMS | Use What You Know: Network and Service Coordination Beyond Certainty. | Stefan Werner, Stefan Schneider, Holger Karl |
| 2021 | ICASSP | Network-Aware Optimal Microphone Channel Selection in Wireless Acoustic Sensor Networks. | Michael Gnther, Haitham Afifi, Andreas Brendel, Holger Karl, Walter Kellermann |
| 2021 | ICDCS | Distributed Online Service Coordination Using Deep Reinforcement Learning. | Stefan Schneider, Haydar Qarawlus, Holger Karl |
| 2021 | IM | Divide and Conquer: Hierarchical Network and Service Coordination. | Stefan Schneider, Mirko Jrgens, Holger Karl |
| 2021 | INFOCOM | Learning Coflow Admissions. | Asif Hasnain, Holger Karl |
| 2020 | CCGRID | Coflow Scheduling with Performance Guarantees for Data Center Applications. | Asif Hasnain, Holger Karl |
| 2020 | CNSM | Every Node for Itself: Fully Distributed Service Coordination. | Stefan Schneider, Lars Dietrich Klenner, Holger Karl |
| 2020 | CNSM | Self-Driving Network and Service Coordination Using Deep Reinforcement Learning. | Stefan Schneider, Adnan Manzoor, Haydar Qarawlus, Rafael Schellenberg, Holger Karl, Ramin Khalili, Artur Hecker |
| 2020 | ETFA | A Process to Develop Lean Big-Data Platform Architectures for Industrial Manufacturing Contexts. | Marvin Illian, Simon Althoff, Holger Karl |
| 2020 | NetSoft | Cloud-Native Threat Detection and Containment for Smart Manufacturing. | Marcel Mller, Daniel Behnke, Patrick-Benjamin Bk, Stefan Schneider, Manuel Peuster, Holger Karl |
| 2020 | NetSoft | Machine Learning for Dynamic Resource Allocation in Network Function Virtualization. | Stefan Schneider, Narayanan Puthenpurayil Satheeschandran, Manuel Peuster, Holger Karl |
| 2020 | NetSoft | Benchmarking and Profiling 5G Verticals' Applications: An Industrial IoT Use Case. | Anastasios Zafeiropoulos, Eleni Fotopoulou, Manuel Peuster, Stefan Schneider, Panagiotis Gouvas, Daniel Behnke, Marcel Mller, Patrick-Benjamin Bk, Panagiotis Trakadas, Panagiotis Karkazis, Holger Karl |
| 2020 | WiMob | Reinforcement Learning for Virtual Network Embedding in Wireless Sensor Networks. | Haitham Afifi, Holger Karl |
| 2019 | CNSM | Quantitative Analysis of Dynamically Provisioned Heterogeneous Network Services. | Hadi Razzaghi Kouchaksaraei, Holger Karl |
| 2019 | CNSM | The Softwarised Network Data Zoo. | Manuel Peuster, Stefan Schneider, Holger Karl |
| 2019 | IM | Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. | Stefan Schneider, Arnab Sharma, Holger Karl, Heike Wehrheim |
| 2019 | INDIN | 5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing. | Marcel Mller, Daniel Behnke, Patrick-Benjamin Bok, Manuel Peuster, Stefan Schneider, Holger Karl |
| 2019 | NetSoft | SPRING: Scaling, Placement, and Routing of Heterogeneous Services with Flexible Structures. | Sevil Drxler, Holger Karl |
| 2019 | NetSoft | Prototyping and Demonstrating 5G Verticals: The Smart Manufacturing Case. | Manuel Peuster, Stefan Schneider, Daniel Behnke, Marcel Mller, Patrick-Benjamin Bk, Holger Karl |
| 2019 | WiMob | A Genetic Algorithm Framework for Solving Wireless Virtual Network Embedding. | Haitham Afifi, Konrad Horbach, Holger Karl |
| 2018 | CNSM | Understand Your Chains and Keep Your Deadlines: Introducing Time-constrained Profiling for NFV. | Manuel Peuster, Holger Karl |
| 2018 | GLOBECOM | Trade-Offs in Dynamic Resource Allocation in Network Function Virtualization. | Stefan Schneider, Sevil Drxler, Holger Karl |
| 2018 | NetSoft | Generating Resource and Performance Models for Service Function Chains: The Video Streaming Case. | Sevil Drxler, Manuel Peuster, Marvin Illian, Holger Karl |
| 2018 | NetSoft | Scaling and Placing Bidirectional Services with Stateful Virtual and Physical Network Functions. | Sevil Drxler, Stefan Schneider, Holger Karl |
| 2018 | NetSoft | Pishahang: Joint Orchestration of Network Function Chains and Distributed Cloud Applications. | Hadi Razzaghi Kouchaksaraei, Tobias Dierich, Holger Karl |
| 2018 | NetSoft | Let the state follow its flows: An SDN-based flow handover protocol to support state migration. | Manuel Peuster, Hannes Kuttner, Holger Karl |
| 2018 | NetSoft | Containernet 2.0: A Rapid Prototyping Platform for Hybrid Service Function Chains. | Manuel Peuster, Johannes Kampmeyer, Holger Karl |
| 2018 | WCNC | MARVELO: Wireless virtual network embedding for overlay graphs with loops. | Haitham Afifi, Sbastien Auroux, Holger Karl |
| 2018 | WCNC | Distributed placement of virtualized control applications in mobile backhaul networks. | Sbastien Auroux, Holger Karl |
| 2018 | WCNC | Modelling time-limited capacity of a wireless channel as a Markov reward process. | Binyam S. Heyi, Holger Karl |
| 2017 | CCGRID | Joint Optimization of Scaling and Placement of Virtual Network Services. | Sevil Drxler, Holger Karl, Zoltn dm Mann |
| 2017 | NetSoft | A flexible multi-pop infrastructure emulator for carrier-grade MANO systems. | Manuel Peuster, Sevil Drxler, Hadi Razzaghi Kouchaksaraei, Steven van Rossem, Wouter Tavernier, Holger Karl |
| 2017 | NetSoft | Minimizing downtimes: Using dynamic reconfiguration and state management in SDN. | Arne Schwabe, Elisa Rojas, Holger Karl |
| 2016 | CNSM | Reusability of software-defined networking applications: A runtime, multi-controller approach. | Roberto Doriguzzi Corin, Pedro A. Aranda-Gutirrez, Elisa Rojas, Holger Karl, Elio Salvadori |
| 2016 | INFOCOM | Demonstrating on-demand cell switching with a two-layer mobile network testbed. | Manuel Peuster, Holger Karl, Alessandro Enrico Redondi, Antonio Capone |
| 2016 | NetSoft | Placement of services with flexible structures specified by a YANG data model. | Sevil Mehraghdam, Holger Karl |
| 2016 | NetSoft | E-State: Distributed state management in elastic network function deployments. | Manuel Peuster, Holger Karl |
| 2016 | PIMRC | Joint real-time scheduling and interference coordination for wireless factory automation. | Sbastien Auroux, Donald Parruca, Holger Karl |
| 2015 | NetSoft | Extending Hadoop's Yarn Scheduler Load Simulator with a highly realistic network & traffic model. | Philip Wette, Arne Schwabe, Malte Splietker, Holger Karl |
| 2015 | PIMRC | Flexible reassignment of flow processing-aware controllers in future wireless networks. | Sbastien Auroux, Holger Karl |
| 2015 | WCNC | Efficient flow processing-aware controller placement in future wireless networks. | Sbastien Auroux, Holger Karl |
| 2015 | SIGCOMM | An Architecture for Energy-aware On-demand Mobile Network Management. | Manuel Peuster, Holger Karl |
| 2014 | PIMRC | Flow processing-aware controller placement in wireless DenseNets. | Sbastien Auroux, Holger Karl |
| 2014 | SIGCOMM | Response time-optimized distributed cloud resource allocation. | Matthias Keller, Holger Karl |
| 2014 | SIGCOMM | Using MAC addresses as efficient routing labels in data centers. | Arne Schwabe, Holger Karl |
| 2014 | WiMob | Predicting mobile video inter-download times with Hidden Markov Models. | Frederic Beister, Holger Karl |
| 2014 | SOFTCOM | Energy-efficient clock synchronization using wake-up receivers. | Johannes Blanckenstein, Holger Karl |
| 2014 | UCC | Template Embedding: Using Application Architecture to Allocate Resources in Distributed Clouds. | Matthias Keller, Christoph Robbert, Holger Karl |
| 2013 | ICIN | A topology-aware adaptive deployment framework for elastic applications. | Matthias Keller, Manuel Peuster, Christoph Robbert, Holger Karl |
| 2013 | IWCMC | Cross-layer scheduling for multi-quality video streaming in cellular wireless networks. | Martin Drxler, Holger Karl |
| 2013 | LANMAN | On the quality of selfish virtual topology reconfiguration in IP-over-WDM networks. | Philip Wette, Holger Karl |
| 2013 | SIGCOMM | Which flows are hiding behind my wildcard rule?: adding packet sampling to openflow. | Philip Wette, Holger Karl |
| 2013 | UCC | A Local Heuristic for Latency-Optimized Distributed Cloud Deployment. | Matthias Keller, Stefan Pawlik, Peter Pietrzk, Holger Karl |
| 2012 | LCN | OpenNetInf - prototyping an information-centric Network Architecture. | Christian Dannewitz, Matthias Herlich, Holger Karl |
| 2012 | PIMRC | Cooperating base station set selection and network reconfiguration in limited backhaul networks. | Martin Drxler, Thorsten Biermann, Holger Karl, Wolfgang Kellerer |
| 2012 | WCNC | Quantization techniques for accurate soft message combining. | Tobias Volkhausen, Kai Schinkthe, Holger Karl |
| 2012 | WiOpt | Efficient cooperative relaying in wireless multi-hop networks with commodity WiFi hardware. | Tobias Volkhausen, Kornelius Dridger, Hermann S. Lichte, Holger Karl |
| 2011 | MASS | Coding Opportunities from Similar Data in Wireless Cooperation Diversity Systems. | Tobias Volkhausen, Kai Schinkthe, Holger Karl |
| 2011 | MSWIM | Designing optical metro and access networks for future cooperative cellular systems. | Thorsten Biermann, Luca Scalia, Holger Karl |
| 2011 | Networking | The Trade-Off between Power Consumption and Latency in Computer Networks. | Matthias Herlich, Holger Karl |
| 2011 | PIMRC | Improving CoMP cluster feasibility by dynamic serving base station reassignment. | Thorsten Biermann, Luca Scalia, Changsoon Choi, Holger Karl, Wolfgang Kellerer |
| 2011 | VTC | Backhaul Design and Controller Placement for Cooperative Mobile Access Networks. | Thorsten Biermann, Luca Scalia, Jrg Widmer, Holger Karl |
| 2011 | WoWMoM | Backhaul network pre-clustering in cooperative cellular mobile access networks. | Thorsten Biermann, Luca Scalia, Changsoon Choi, Holger Karl, Wolfgang Kellerer |
| 2010 | JSSPP | Risk Aware Overbooking for Commercial Grids. | Georg Birkenheuer, Andr Brinkmann, Holger Karl |
| 2010 | MOBIHOC | Fading-resistant low-latency broadcasts in wireless multihop networks: the probabilistic cooperation diversity approach. | Hermann S. Lichte, Hannes Frey, Holger Karl |
| 2010 | PERCOM | 2 | Chatschik Bisdikian, Sajal K. Das, Qi Han, Holger Karl |
| 2010 | SIGCOMM | RiaS: overlay topology creation on a PlanetLab infrastructure. | Jens Lischka, Holger Karl |
| 2010 | TridentCom | FIT: Future Internet Toolbox. | Thorsten Biermann, Christian Dannewitz, Holger Karl |
| 2010 | TridentCom | Prototyping with the Future Internet Toolbox. | Christian Dannewitz, Thorsten Biermann, Martin Drxler, Frederic Beister, Holger Karl |
| 2009 | JSSPP | The Gain of Overbooking. | Georg Birkenheuer, Andr Brinkmann, Holger Karl |
| 2009 | MSWIM | Analyzing space/capacity tradeoffs of cooperative wireless networks using a probabilistic model of interference. | Hermann Simon Lichte, Stefan Valentin, Holger Karl, Imad Aad, Jrg Widmer |
| 2009 | Networking | Creating Butterflies in the Core - A Network Coding Extension for MPLS/RSVP-TE. | Thorsten Biermann, Arne Schwabe, Holger Karl |
| 2009 | SIGCOMM | A virtual network mapping algorithm based on subgraph isomorphism detection. | Jens Lischka, Holger Karl |
| 2008 | EWSN | Network-Coding-Based Cooperative Transmission in Wireless Sensor Networks: Diversity-Multiplexing Tradeoff and Coverage Area Extension. | Dereje H. Woldegebreal, Holger Karl |
| 2008 | INFOCOM | Design and Evaluation of a Routing-Informed Cooperative MAC Protocol for Ad Hoc Networks. | Hermann S. Lichte, Stefan Valentin, Holger Karl, Imad Aad, Luis Loyola, Jrg Widmer |
| 2008 | MSWIM | Opportunistic relaying vs. selective cooperation: analyzing the occurrence-conditioned outage capacity. | Stefan Valentin, Hermann S. Lichte, Holger Karl, Imad Aad, Luis Loyola, Jrg Widmer |
| 2008 | PIMRC | Decoding-based channel estimation for selective cooperation diversity protocols. | Stefan Valentin, Tobias Volkhausen, Furuzan Atay Onat, Halim Yanikomeroglu, Holger Karl |
| 2008 | VTC | Mobile Cooperative WLANs - MAC and Transceiver Design, Prototyping, and Field Measurements. | Stefan Valentin, Hermann S. Lichte, Daniel Warneke, Thorsten Biermann, Rafael Funke, Holger Karl |
| 2008 | VTC | Incremental Network Coding in Cooperative Transmission Wireless Networks. | Dereje H. Woldegebreal, Stefan Valentin, Holger Karl |
| 2007 | EuroPar | Topic 14 Mobile and Ubiquitous Computing. | Nuno M. Preguia, Eric Fleury, Holger Karl, Gerd Kortuem |
| 2007 | MSWIM | Outage probability analysis of cooperative transmission protocols without and with network coding: inter-user channels based comparison. | Dereje H. Woldegebreal, Stefan Valentin, Holger Karl |
| 2007 | PIMRC | Traffic-Aware Asymmetric Cooperation Diversity for Media Streaming in Wireless Networks. | Stefan Valentin, Holger von Malm, Holger Karl |
| 2007 | WCNC | Effect of User Mobility in Coded Cooperative Systems with Joint Partner and Cooperation Level Selection. | Stefan Valentin, Holger Karl |
| 2007 | TridentCom | Integrating multiuser dynamic OFDMA into IEEE 802.11a and prototyping it on a real-time software-defined radio testbed. | Hermann S. Lichte, Stefan Valentin, Falk Eitzen, Matthias Stege, Carsten Unger, Holger Karl |
| 2005 | EWSN | Using energy where it counts: protecting important messages in the link layer. | Andreas Kpke, Holger Karl, Marc Lbbers |
| 2005 | MOBICOM | Visions for dynamic network scenarios in ubiquitous environments: applications and research issues. | Holger Karl, Cornelia Kappler, Christian Prehofer, Jean-Pierre Hubaux, Tim Griffin, Wataru Takita, Norbert Niebert, Robert Hancock |
| 2004 | EWSN | Improving the Energy Efficiency of Directed Diffusion Using Passive Clustering. | Vlado Handziski, Andreas Kpke, Holger Karl, Christian Frank, Witold Drytkiewicz |
| 2004 | MSWIM | Consistency challenges of service discovery in mobile ad hoc networks. | Christian Frank, Holger Karl |
| 2004 | Networking | A Geometric Derivation of the Probability of Finding a Relay in Multi-rate Networks. | Laura Marie Feeney, Daniel Hollos, Martin Kubisch, Seble Mengesha, Holger Karl |
| 2004 | WCNC | Regionalizing global optimization algorithms to improve the operation of large ad hoc networks. | Daniel Hollos, Holger Karl, Adam Wolisz |
| 2004 | WCNC | Queue-driven cut-through medium access in wireless ad hoc networks. | David Raguin, Martin Kubisch, Holger Karl, Adam Wolisz |
| 2003 | INFOCOM | Chaotic Maps as Parsimonious Bit Error Models of Wireless Channels. | Andreas Kpke, Andreas Willig, Holger Karl |
| 2003 | ISCC | Performance Evaluation of a QoS-Aware Handover Mechanism. | Steffen Sroka, Holger Karl |
| 2003 | WCNC | Distributed algorithms for transmission power control in wireless sensor networks. | Martin Kubisch, Holger Karl, Adam Wolisz, Lizhi Charlie Zhong, Jan M. Rabaey |
| 2002 | Networking | QoS-Conditionalized Handoff for Mobile IPv6. | Xiaoming Fu, Holger Karl, Cornelia Kappler |
| 2001 | GI | Improving Goodput by Relaying in Transmission-Power-Limited Wireless Systems. | Seble Mengesha, Holger Karl, Adam Wolisz |