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250 Publications


2024 | Conference Paper | LibreCat-ID: 50066
Dou, F., Wang, L., Chen, S., & Liu, F. (n.d.). X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics. Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE International Conference on Computer Communications (INFOCOM), Vancouver, Canada.
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2024 | Conference Paper | LibreCat-ID: 50065
Blöcher, M., Nedderhut, N., Chuprikov, P., Khalili, R., Eugster, P., & Wang, L. (n.d.). Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES. Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE International Conference on Computer Communications (INFOCOM), Vancouver, Canada.
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2024 | Conference Paper | LibreCat-ID: 50807
Hu, H., Liu, F., Pei, Q., Yuan, Y., Xu, Z., & Wang, L. (2024). 𝜆Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing. Proceedings of the ACM Web Conference (WWW). ACM Web Conference (WWW), Singapore.
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2024 | Conference Paper | LibreCat-ID: 53095
Razavi, K., Ghafouri, S., Mühlhäuser, M., Jamshidi, P., & Wang, L. (2024). Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024. The 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated with EuroSys 2024, Athens, Greece.
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2024 | Conference Paper | LibreCat-ID: 53807
Liu, G., Nigade, V., Bal, H., & Wang, L. (2024). A Little Certainty is All We Need: Discovery and Synchronization Acceleration in Battery-Free IoT. Proceedings of the 8th ACM Asia Pacific Workshop on Networking (APNET). ACM Asia Pacific Workshop on Networking (APNET), Sydney, Austrialia.
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2022 | Conference Paper | LibreCat-ID: 30236 | OA
Schneider, S. B., Werner, S., Khalili, R., Hecker, A., & Karl, H. (2022). mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE/IFIP Network Operations and Management Symposium (NOMS), Budapest.
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2022 | Conference Paper | LibreCat-ID: 32811
Redder, A., Ramaswamy, A., & Karl, H. (2022). Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. Proceedings of the 58th Allerton Conference on Communication, Control, and Computing. 58th Allerton Conference on Communication, Control, and Computing.
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2022 | Conference Paper | LibreCat-ID: 30793
Redder, A., Ramaswamy, A., & Karl, H. (2022). Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. Proceedings of the 14th International Conference on Agents and Artificial Intelligence. https://doi.org/10.5220/0010845400003116
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2022 | Conference Paper | LibreCat-ID: 29220 | OA
Werner, S., Schneider, S. B., & Karl, H. (2022). Use What You Know: Network and Service Coordination Beyond Certainty. IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE/IFIP Network Operations and Management Symposium (NOMS), Budapest.
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2021 | Conference Paper | LibreCat-ID: 20125
Hasnain, A., & Karl, H. (n.d.). Learning Flow Scheduling. In 2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC). Las Vegas, USA: IEEE Computer Society. https://doi.org/10.1109/CCNC49032.2021.9369514
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2021 | Conference Paper | LibreCat-ID: 21005
Hasnain, A., & Karl, H. (n.d.). Learning Coflow Admissions. In IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). Vancouver BC Canada: IEEE Communications Society. https://doi.org/10.1109/INFOCOMWKSHPS51825.2021.9484599
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2021 | Conference Paper | LibreCat-ID: 21543 | OA
Schneider, S. B., Qarawlus, H., & Karl, H. (2021). Distributed Online Service Coordination Using Deep Reinforcement Learning. In IEEE International Conference on Distributed Computing Systems (ICDCS). Washington, DC, USA: IEEE.
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2021 | Conference Paper | LibreCat-ID: 20693 | OA
Schneider, S. B., Jürgens, M., & Karl, H. (2021). Divide and Conquer: Hierarchical Network and Service Coordination. In IFIP/IEEE International Symposium on Integrated Network Management (IM). Bordeaux, France: IFIP/IEEE.
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2020 | Conference Paper | LibreCat-ID: 19607 | OA
Schneider, S. B., Klenner, L. D., & Karl, H. (2020). Every Node for Itself: Fully Distributed Service Coordination. In IEEE International Conference on Network and Service Management (CNSM). IEEE.
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2020 | Conference Paper | LibreCat-ID: 19609 | OA
Schneider, S. B., Manzoor, A., Qarawlus, H., Schellenberg, R., Karl, H., Khalili, R., & Hecker, A. (2020). Self-Driving Network and Service Coordination Using Deep Reinforcement Learning. In IEEE International Conference on Network and Service Management (CNSM). IEEE.
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2020 | Conference Paper | LibreCat-ID: 17082
Hasnain, A., & Karl, H. (2020). Coflow Scheduling with Performance Guarantees for Data Center Applications. In 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID). Melbourne, Australia: IEEE Computer Society. https://doi.org/10.1109/CCGrid49817.2020.00010
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2020 | Conference Paper | LibreCat-ID: 16219 | OA
Schneider, S. B., Satheeschandran, N. P., Peuster, M., & Karl, H. (2020). Machine Learning for Dynamic Resource Allocation in Network Function Virtualization. In IEEE Conference on Network Softwarization (NetSoft). Ghent, Belgium: IEEE.
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2020 | Conference Paper | LibreCat-ID: 16222
Zafeiropoulos, A., Fotopoulou, E., Peuster, M., Schneider, S. B., Gouvas, P., Behnke, D., … Karl, H. (2020). Benchmarking and Profiling 5G Verticals’ Applications: An Industrial IoT Use Case. In IEEE Conference on Network Softwarization (NetSoft).
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2020 | Conference Paper | LibreCat-ID: 16400
Müller, M., Behnke, D., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl, H. (2020). Cloud-Native Threat Detection and Containment for Smart Manufacturing. In IEEE Conference on Network Softwarization (NetSoft) Demo Track. Ghent, Belgium: IEEE.
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2019 | Conference Paper | LibreCat-ID: 3287 | OA
Schneider, S. B., Sharma, A., Karl, H., & Wehrheim, H. (2019). Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. In 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM) (pp. 116--124). Washington, DC, USA: IFIP.
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2019 | Conference Paper | LibreCat-ID: 9270 | OA
Schneider, S. B., Peuster, M., Behnke, D., Marcel, M., Bök, P.-B., & Karl, H. (2019). Putting 5G into Production: Realizing a Smart Manufacturing Vertical Scenario. In European Conference on Networks and Communications (EuCNC). Valencia, Spain: IEEE. https://doi.org/10.1109/eucnc.2019.8802016
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2019 | Conference Paper | LibreCat-ID: 8240
Dräxler, S., & Karl, H. (n.d.). SPRING: Scaling, Placement, and Routing of Heterogeneous Services with Flexible Structures. In 5th IEEE International Conference on Network Softwarization (NetSoft) 2019. Paris.
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2019 | Conference Paper | LibreCat-ID: 8792 | OA
Peuster, M., Schneider, S. B., Behnke, D., Müller, M., Bök, P.-B., & Karl, H. (2019). Prototyping and Demonstrating 5G Verticals: The Smart Manufacturing Case. In 5th IEEE International Conference on Network Softwarization (NetSoft 2019). Paris. https://doi.org/10.1109/NETSOFT.2019.8806685
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2019 | Conference Paper | LibreCat-ID: 6860 | OA
Afifi, H., & Karl, H. (n.d.). Power Allocation with a Wireless Multi-cast Aware Routing for Virtual Network Embedding. In 2019 16th IEEE Annual Consumer Communications & Networking Conference (CCNC2019). Las Vegas: IEEE.
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2019 | Conference Paper | LibreCat-ID: 12880
Guenther, M., Afifi, H., Brendel, A., Karl, H., & Kellermann, W. (2019). Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks. In 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (WASPAA 2019). New Paltz, USA.
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2019 | Conference Paper | LibreCat-ID: 12881
Afifi, H., & Karl, H. (2019). An Approximate Power Control Algorithm for a Multi-Cast Wireless Virtual Network Embedding. In 2019 12th IFIP Wireless and Mobile Networking Conference (WMNC) (WMNC’19). Paris, France.
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2019 | Conference Paper | LibreCat-ID: 12882 | OA
Afifi, H., Karl, H., Eikenberg, S., Mueller, A., Gansel, L., Makejkin, A., … Schellenberg, R. (2019). A Rapid Prototyping for Wireless Virtual Network Embedding using MARVELO. In 2019 IEEE Wireless Communications and Networking Conference (WCNC) (IEEE WCNC 2019) (Demo). Marrakech, Morocco.
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2019 | Conference Paper | LibreCat-ID: 15369
Müller, M., Behnke, D., Bök, P.-B., Peuster, M., Schneider, S. B., & Karl, H. (2019). 5G as Key Technology for Networked Factories: Application of Vertical-specific Network Services for Enabling Flexible Smart Manufacturing. In IEEE 17th International Conference on Industrial Informatics (IEEE-INDIN). Helsinki: IEEE.
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2019 | Conference Paper | LibreCat-ID: 15371 | OA
Peuster, M., Schneider, S. B., & Karl, H. (2019). The Softwarised Network Data Zoo. In IEEE/IFIP 15th International Conference on Network and Service Management (CNSM). Halifax: IEEE/IFIP.
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2019 | Conference Paper | LibreCat-ID: 15372
Nuriddinov, A., Tavernier, W., Colle, D., Pickavet, M., Peuster, M., & Schneider, S. B. (2019). Reproducible Functional Tests for Multi-scale Network Services. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.
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2019 | Conference Paper | LibreCat-ID: 15373 | OA
Moro, D., Peuster, M., Karl, H., & Capone, A. (2019). FOP4: Function Offloading Prototyping in Heterogeneous and Programmable Network Scenarios. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.
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2019 | Conference Paper | LibreCat-ID: 15374 | OA
Moro, D., Peuster, M., Karl, H., & Capone, A. (2019). Demonstrating FOP4: A Flexible Platform to Prototype NFV Offloading Scenarios. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.
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2019 | Conference Paper | LibreCat-ID: 15375
Müller, M., Behnke, D., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl, H. (2019). Putting NFV into Reality: Physical Smart Manufacturing Testbed. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.
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2019 | Conference Paper | LibreCat-ID: 15376
Behnke, D., Müller, M., Bök, P.-B., Schneider, S. B., Peuster, M., & Karl, H. (2019). NFV-driven intrusion detection for smart manufacturing. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE.
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2019 | Conference Paper | LibreCat-ID: 13123
Afifi, H., Horbach, K., & Karl, H. (2019). A Genetic Algorithm Framework for Solving Wireless Virtual Network Embedding. In 2019 International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) (WiMob 2019). Barcelona, Spain.
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2019 | Conference Paper | LibreCat-ID: 13292 | OA
Schneider, S. B., Peuster, M., Hannemann, K., Behnke, D., Müller, M., Bök, P.-B., & Karl, H. (2019). “Producing Cloud-Native”: Smart Manufacturing Use Cases on Kubernetes. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) Demo Track. Dallas, TX, USA: IEEE.
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2018 | Conference Paper | LibreCat-ID: 2474
Afifi, H., Auroux, S., & Karl, H. (2018). MARVELO: Wireless Virtual Network Embedding for Overlay Graphs with Loops. Proc. of IEEE Wireless Communications and Networking Conference (WCNC).
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2018 | Conference Paper | LibreCat-ID: 2476
Shiferaw Heyi, B., & Karl, H. (2018). Modelling Time-Limited Capacity of a Wireless Channel as aMarkov Reward Process. Proc. of IEEE Wireless Communications and Networking Conference (WCNC).
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2018 | Conference Paper | LibreCat-ID: 2480 | OA
Dräxler, S., Peuster, M., Illian, M., & Karl, H. (2018). Generating Resource and Performance Models for Service Function Chains: The Video Streaming Case. In 4th IEEE International Conference on Network Softwarization (NetSoft 2018) (pp. 318--322). Montreal: IEEE. https://doi.org/10.1109/NETSOFT.2018.8460029
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2018 | Conference Paper | LibreCat-ID: 2481 | OA
Dräxler, S., Schneider, S. B., & Karl, H. (2018). Scaling and Placing Bidirectional Services with Stateful Virtual and Physical Network Functions. In 4th IEEE International Conference on Network Softwarization (NetSoft 2018) (pp. 123--131). Montreal: IEEE.
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2018 | Conference Paper | LibreCat-ID: 2472
Auroux, S., & Karl, H. (2018). Distributed Placement of Virtualized Control Applications in Mobile Backhaul Networks. Proc. of IEEE Wireless Communications and Networking Conference (WCNC). https://doi.org/ 10.1109/WCNC.2018.8377335
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2018 | Conference Paper | LibreCat-ID: 3217
Demirel, B., Ramaswamy, A., Quevedo, D., & Karl, H. (2018). DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling. https://doi.org/10.1109/LCSYS.2018.2847721
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2018 | Conference Paper | LibreCat-ID: 3345 | OA
Peuster, M., Küttner, H., & Karl, H. (n.d.). Let the state follow its flows: An SDN-based flow handover protocol to support state migration. In 4th IEEE International Conference on Network Softwarization (NetSoft 2018). Montreal. https://doi.org/10.1109/NETSOFT.2018.8460007
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2018 | Conference Paper | LibreCat-ID: 3346 | OA
Peuster, M., Kampmeyer, J., & Karl, H. (n.d.). Containernet 2.0: A Rapid Prototyping Platform for Hybrid Service Function Chains. In 4th IEEE International Conference on Network Softwarization (NetSoft 2018). Montreal. https://doi.org/10.1109/NETSOFT.2018.8459905
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2018 | Conference Paper | LibreCat-ID: 3347 | OA
Peuster, M., Marchetti, M., Garcia de Blas, G., & Karl, H. (n.d.). Emulation-based Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments. In European Conference on Networks and Communications (EuCNC). Ljubljana. https://doi.org/10.1109/EuCNC.2018.8442701
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2018 | Conference Paper | LibreCat-ID: 6016 | OA
Peuster, M., & Karl, H. (n.d.). Understand your chains and keep your deadlines: Introducing time-constrained profiling for NFV. In IEEE/IFIP 14th International Conference on Network and Service Management (CNSM). Rome: IEEE/IFIP.
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2018 | Conference Paper | LibreCat-ID: 6483 | OA
Peuster, M., Schneider, S. B., Christ, F., & Karl, H. (2018). A Prototyping Platform to Validate and Verify Network Service Header-based Service Chains. In IEEE Conference on Network Function Virtualisation and Software Defined Networks (NFV-SDN) 5GNetApp. Verona: IEEE.
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2018 | Conference Paper | LibreCat-ID: 6970 | OA
Schneider, S. B., Dräxler, S., & Karl, H. (2018). Trade-offs in Dynamic Resource Allocation in Network Function Virtualization. In IEEE Global Communications Conference (GLOBECOM 2018). Abu Dhabi, UAE: IEEE.
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2018 | Conference Paper | LibreCat-ID: 6972 | OA
Schneider, S. B., Peuster, M., & Karl, H. (2018). A Generic Emulation Framework for Reusing and Evaluating VNF Placement Algorithms. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN 2018). Verona, Italy: IEEE. https://doi.org/10.1109/NFV-SDN.2018.8725795
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2018 | Conference Paper | LibreCat-ID: 6974 | OA
Schneider, S. B., Peuster, M., Tavernier, W., & Karl, H. (2018). A Fully Integrated Multi-Platform NFV SDK. In IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN 2018). Verona, Italy: IEEE. https://doi.org/10.1109/NFV-SDN.2018.8725794
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