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250 Publications
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2024 | Conference Paper | LibreCat-ID: 50066
Dou F, Wang L, Chen S, Liu F. X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics. In: Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE.
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2024 | Conference Paper | LibreCat-ID: 50065
Blöcher M, Nedderhut N, Chuprikov P, Khalili R, Eugster P, Wang L. Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES. In: Proceedings of the IEEE International Conference on Computer Communications (INFOCOM). IEEE.
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2024 | Conference Paper | LibreCat-ID: 50807
Hu H, Liu F, Pei Q, Yuan Y, Xu Z, Wang L. 𝜆Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing. In: Proceedings of the ACM Web Conference (WWW). ACM; 2024.
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2024 | Conference Paper | LibreCat-ID: 53095
Razavi K, Ghafouri S, Mühlhäuser M, Jamshidi P, Wang L. Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. In: Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), Colocated with EuroSys 2024. ACM; 2024.
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2024 | Conference Paper | LibreCat-ID: 53807
Liu G, Nigade V, Bal H, Wang L. A Little Certainty is All We Need: Discovery and Synchronization Acceleration in Battery-Free IoT. In: Proceedings of the 8th ACM Asia Pacific Workshop on Networking (APNET). ; 2024.
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2022 | Conference Paper | LibreCat-ID: 30236 | 
Schneider SB, Werner S, Khalili R, Hecker A, Karl H. mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. In: IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE; 2022.
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2022 | Conference Paper | LibreCat-ID: 32811
Redder A, Ramaswamy A, Karl H. Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. In: Proceedings of the 58th Allerton Conference on Communication, Control, and Computing. ; 2022.
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2022 | Conference Paper | LibreCat-ID: 30793
Redder A, Ramaswamy A, Karl H. Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence. SCITEPRESS - Science and Technology Publications; 2022. doi:10.5220/0010845400003116
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2022 | Conference Paper | LibreCat-ID: 29220 |
Werner S, Schneider SB, Karl H. Use What You Know: Network and Service Coordination Beyond Certainty. In: IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE; 2022.
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2021 | Conference Paper | LibreCat-ID: 20125
Hasnain A, Karl H. Learning Flow Scheduling. In: 2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC). IEEE Computer Society. doi:https://doi.org/10.1109/CCNC49032.2021.9369514
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2021 | Conference Paper | LibreCat-ID: 21005
Hasnain A, Karl H. Learning Coflow Admissions. In: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE Communications Society. doi:10.1109/INFOCOMWKSHPS51825.2021.9484599
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2021 | Conference Paper | LibreCat-ID: 21543 |
Schneider SB, Qarawlus H, Karl H. Distributed Online Service Coordination Using Deep Reinforcement Learning. In: IEEE International Conference on Distributed Computing Systems (ICDCS). IEEE; 2021.
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2021 | Conference Paper | LibreCat-ID: 20693 |
Schneider SB, Jürgens M, Karl H. Divide and Conquer: Hierarchical Network and Service Coordination. In: IFIP/IEEE International Symposium on Integrated Network Management (IM). IFIP/IEEE; 2021.
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2020 | Conference Paper | LibreCat-ID: 19607 |
Schneider SB, Klenner LD, Karl H. Every Node for Itself: Fully Distributed Service Coordination. In: IEEE International Conference on Network and Service Management (CNSM). IEEE; 2020.
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2020 | Conference Paper | LibreCat-ID: 19609 |
Schneider SB, Manzoor A, Qarawlus H, et al. Self-Driving Network and Service Coordination Using Deep Reinforcement Learning. In: IEEE International Conference on Network and Service Management (CNSM). IEEE; 2020.
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2020 | Conference Paper | LibreCat-ID: 17082
Hasnain A, Karl H. Coflow Scheduling with Performance Guarantees for Data Center Applications. In: 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID). IEEE Computer Society; 2020. doi:https://doi.org/10.1109/CCGrid49817.2020.00010
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2020 | Conference Paper | LibreCat-ID: 16219 |
Schneider SB, Satheeschandran NP, Peuster M, Karl H. Machine Learning for Dynamic Resource Allocation in Network Function Virtualization. In: IEEE Conference on Network Softwarization (NetSoft). IEEE; 2020.
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2020 | Conference Paper | LibreCat-ID: 16222
Zafeiropoulos A, Fotopoulou E, Peuster M, et al. Benchmarking and Profiling 5G Verticals’ Applications: An Industrial IoT Use Case. In: IEEE Conference on Network Softwarization (NetSoft). ; 2020.
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2020 | Conference Paper | LibreCat-ID: 16400
Müller M, Behnke D, Bök P-B, Schneider SB, Peuster M, Karl H. Cloud-Native Threat Detection and Containment for Smart Manufacturing. In: IEEE Conference on Network Softwarization (NetSoft) Demo Track. Ghent, Belgium: IEEE; 2020.
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2019 | Conference Paper | LibreCat-ID: 3287 |
Schneider SB, Sharma A, Karl H, Wehrheim H. Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. In: 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM). Washington, DC, USA: IFIP; 2019:116--124.
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2019 | Conference Paper | LibreCat-ID: 9270 |
Schneider SB, Peuster M, Behnke D, Marcel M, Bök P-B, Karl H. Putting 5G into Production: Realizing a Smart Manufacturing Vertical Scenario. In: European Conference on Networks and Communications (EuCNC). Valencia, Spain: IEEE; 2019. doi:10.1109/eucnc.2019.8802016
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2019 | Conference Paper | LibreCat-ID: 8240
Dräxler S, Karl H. SPRING: Scaling, Placement, and Routing of Heterogeneous Services with Flexible Structures. In: 5th IEEE International Conference on Network Softwarization (NetSoft) 2019.
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2019 | Conference Paper | LibreCat-ID: 8792 |
Peuster M, Schneider SB, Behnke D, Müller M, Bök P-B, Karl H. Prototyping and Demonstrating 5G Verticals: The Smart Manufacturing Case. In: 5th IEEE International Conference on Network Softwarization (NetSoft 2019). Paris; 2019. doi:10.1109/NETSOFT.2019.8806685
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2019 | Conference Paper | LibreCat-ID: 6860 |
Afifi H, Karl H. 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. 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; 2019.
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2019 | Conference Paper | LibreCat-ID: 12881
Afifi H, Karl H. 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; 2019.
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2019 | Conference Paper | LibreCat-ID: 12882 |
Afifi H, Karl H, Eikenberg S, et al. 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; 2019.
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2019 | Conference Paper | LibreCat-ID: 15369
Müller M, Behnke D, Bök P-B, Peuster M, Schneider SB, Karl H. 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; 2019.
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2019 | Conference Paper | LibreCat-ID: 15371 |
Peuster M, Schneider SB, Karl H. The Softwarised Network Data Zoo. In: IEEE/IFIP 15th International Conference on Network and Service Management (CNSM). Halifax: IEEE/IFIP; 2019.
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2019 | Conference Paper | LibreCat-ID: 15372
Nuriddinov A, Tavernier W, Colle D, Pickavet M, Peuster M, Schneider SB. Reproducible Functional Tests for Multi-scale Network Services. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.
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2019 | Conference Paper | LibreCat-ID: 15373 |
Moro D, Peuster M, Karl H, Capone A. 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; 2019.
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2019 | Conference Paper | LibreCat-ID: 15374 |
Moro D, Peuster M, Karl H, Capone A. 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; 2019.
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2019 | Conference Paper | LibreCat-ID: 15375
Müller M, Behnke D, Bök P-B, Schneider SB, Peuster M, Karl H. Putting NFV into Reality: Physical Smart Manufacturing Testbed. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.
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2019 | Conference Paper | LibreCat-ID: 15376
Behnke D, Müller M, Bök P-B, Schneider SB, Peuster M, Karl H. NFV-driven intrusion detection for smart manufacturing. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN). Dallas: IEEE; 2019.
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2019 | Conference Paper | LibreCat-ID: 13123
Afifi H, Horbach K, Karl H. 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; 2019.
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2019 | Conference Paper | LibreCat-ID: 13292 |
Schneider SB, Peuster M, Hannemann K, et al. “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; 2019.
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2018 | Conference Paper | LibreCat-ID: 2474
Afifi H, Auroux S, Karl H. MARVELO: Wireless Virtual Network Embedding for Overlay Graphs with Loops. In: Proc. of IEEE Wireless Communications and Networking Conference (WCNC); 2018.
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2018 | Conference Paper | LibreCat-ID: 2476
Shiferaw Heyi B, Karl H. Modelling Time-Limited Capacity of a Wireless Channel as aMarkov Reward Process. In: Proc. of IEEE Wireless Communications and Networking Conference (WCNC); 2018.
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2018 | Conference Paper | LibreCat-ID: 2480 |
Dräxler S, Peuster M, Illian M, Karl H. Generating Resource and Performance Models for Service Function Chains: The Video Streaming Case. In: 4th IEEE International Conference on Network Softwarization (NetSoft 2018). IEEE; 2018:318--322. doi:10.1109/NETSOFT.2018.8460029
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2018 | Conference Paper | LibreCat-ID: 2481 |
Dräxler S, Schneider SB, Karl H. Scaling and Placing Bidirectional Services with Stateful Virtual and Physical Network Functions. In: 4th IEEE International Conference on Network Softwarization (NetSoft 2018). IEEE; 2018:123--131.
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2018 | Conference Paper | LibreCat-ID: 2472
Auroux S, Karl H. Distributed Placement of Virtualized Control Applications in Mobile Backhaul Networks. In: Proc. of IEEE Wireless Communications and Networking Conference (WCNC); 2018. doi: 10.1109/WCNC.2018.8377335
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2018 | Conference Paper | LibreCat-ID: 3217
Demirel B, Ramaswamy A, Quevedo D, Karl H. DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling. In: ; 2018. doi:10.1109/LCSYS.2018.2847721
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2018 | Conference Paper | LibreCat-ID: 3345 |
Peuster M, Küttner H, Karl H. 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. doi:10.1109/NETSOFT.2018.8460007
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2018 | Conference Paper | LibreCat-ID: 3346 |
Peuster M, Kampmeyer J, Karl H. Containernet 2.0: A Rapid Prototyping Platform for Hybrid Service Function Chains. In: 4th IEEE International Conference on Network Softwarization (NetSoft 2018). Montreal. doi:10.1109/NETSOFT.2018.8459905
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2018 | Conference Paper | LibreCat-ID: 3347 |
Peuster M, Marchetti M, Garcia de Blas G, Karl H. Emulation-based Smoke Testing of NFV Orchestrators in Large Multi-PoP Environments. In: European Conference on Networks and Communications (EuCNC). Ljubljana. doi:10.1109/EuCNC.2018.8442701
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2018 | Conference Paper | LibreCat-ID: 6016 |
Peuster M, Karl H. 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 |
Peuster M, Schneider SB, Christ F, Karl H. 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; 2018.
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2018 | Conference Paper | LibreCat-ID: 6970 |
Schneider SB, Dräxler S, Karl H. Trade-offs in Dynamic Resource Allocation in Network Function Virtualization. In: IEEE Global Communications Conference (GLOBECOM 2018). IEEE; 2018.
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2018 | Conference Paper | LibreCat-ID: 6972 |
Schneider SB, Peuster M, Karl H. 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). IEEE; 2018. doi:10.1109/NFV-SDN.2018.8725795
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2018 | Conference Paper | LibreCat-ID: 6974 |
Schneider SB, Peuster M, Tavernier W, Karl H. A Fully Integrated Multi-Platform NFV SDK. In: IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN 2018). IEEE; 2018. doi:10.1109/NFV-SDN.2018.8725794
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