Search results

  • 2022

    Clustering Mobile Network Data with Decorrelating Adversarial Nets

    Kajo, M., Schnellbach, J., Mwanje, S. S. & Carle, G., 2022, Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022: Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence, NOMS 2022. Varga, P., Granville, L. Z., Galis, A., Godor, I., Limam, N., Chemouil, P., Francois, J. & Pahl, M.-O. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022: Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence, NOMS 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Contradiction Management in Intent-driven Cognitive Autonomous RAN

    Banerjee, A., Mwanje, S. S. & Carle, G., 2022, 2022 IFIP Networking Conference, IFIP Networking 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IFIP Networking Conference, IFIP Networking 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    7 Scopus citations
  • CRGC: A Practical Framework for Constructing Reusable Garbled Circuits

    Harth-Kitzerow, C., Carle, G., Fei, F., Luckow, A. & Klepsch, J., 2022, SECRYPT 2022 - Proceedings of the 19th International Conference on Security and Cryptography. De Capitani di Vimercati, S. & Samarati, P. (eds.). Science and Technology Publications, Lda, p. 83-95 13 p. (Proceedings of the International Conference on Security and Cryptography; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • EnGINE: Flexible Research Infrastructure for Reliable and Scalable Time Sensitive Networks

    Rezabek, F., Bosk, M., Paul, T., Holzinger, K., Gallenmüller, S., Gonzalez, A., Kane, A., Fons, F., Haigang, Z., Carle, G. & Ott, J., Oct 2022, In: Journal of Network and Systems Management. 30, 4, 74.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    7 Scopus citations
  • Flow-level Tail Latency Estimation and Verification based on Extreme Value Theory

    Helm, M., Wiedner, F. & Carle, G., 2022, Proceedings of the 2022 18th International Conference of Network and Service Management: Intelligent Management of Disruptive Network Technologies and Services, CNSM 2022. Charalambides, M., Papadimitriou, P., Cerroni, W., Kanhere, S. & Mamatas, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 359-363 5 p. (Proceedings of the 2022 18th International Conference of Network and Service Management: Intelligent Management of Disruptive Network Technologies and Services, CNSM 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • HVNet: Hardware-Assisted Virtual Networking on a Single Physical Host

    Wiedner, F., Helm, M., Gallenmuller, S. & Carle, G., 2022, INFOCOM WKSHPS 2022 - IEEE Conference on Computer Communications Workshops. Institute of Electrical and Electronics Engineers Inc., (INFOCOM WKSHPS 2022 - IEEE Conference on Computer Communications Workshops).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Improving Scalability of 6G Network Automation with Distributed Deep Q-Networks

    Majumdar, S., Goratti, L., Trivisonno, R. & Carle, G., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 1265-1270 6 p.

    Research output: Contribution to journalConference articlepeer-review

    3 Scopus citations
  • Inter-Cell Slicing Resource Partitioning via Coordinated Multi-Agent Deep Reinforcement Learning

    Hu, T., Liao, Q., Liu, Q., Wellington, D. & Carle, G., 2022, ICC 2022 - IEEE International Conference on Communications. Institute of Electrical and Electronics Engineers Inc., p. 3202-3207 6 p. (IEEE International Conference on Communications; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    7 Scopus citations
  • Methodology and Infrastructure for TSN-Based Reproducible Network Experiments

    Bosk, M., Rezabek, F., Holzinger, K., Marino, A. G., Kane, A. A., Fons, F., Ott, J. & Carle, G., 2022, In: IEEE Access. 10, p. 109203-109239 37 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    13 Scopus citations
  • Modeling TCP performance using graph neural networks

    Jaeger, B., Helm, M., Schwegmann, L. & Carle, G., 9 Dec 2022, GNNet 2022 - Proceedings of the 1st International Workshop on Graph Neural Networking, Part of CoNEXT 2022. Association for Computing Machinery, Inc, p. 18-23 6 p. (GNNet 2022 - Proceedings of the 1st International Workshop on Graph Neural Networking, Part of CoNEXT 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • Network Slicing via Transfer Learning aided Distributed Deep Reinforcement Learning

    Hu, T., Liao, Q., Liu, Q. & Carle, G., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 2909-2914 6 p.

    Research output: Contribution to journalConference articlepeer-review

    Open Access
    4 Scopus citations
  • On-path vs off-path traffic steering, that is the question

    Khandaker, K., Trossen, D., Yang, J., Despotovic, Z. & Carle, G., 22 Aug 2022, FIRA 2022 - Proceedings of the 2022 ACM SIGCOMM 2022 Workshop on Future of Internet Routing and Addressing. Association for Computing Machinery, Inc, p. 37-42 6 p. (FIRA 2022 - Proceedings of the 2022 ACM SIGCOMM 2022 Workshop on Future of Internet Routing and Addressing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • Policy-based routing for Flying Adhoc Networks

    Wiedner, F., Andre, J., Mendes, P. & Carle, G., 1 Jul 2022, DroNet 2022 - Proceedings of the 2022 8th Workshop on Micro Aerial Vehicle Networks, Systems, and Applications, Part of MobiSys 2022. Association for Computing Machinery, Inc, p. 25-30 6 p. (DroNet 2022 - Proceedings of the 2022 8th Workshop on Micro Aerial Vehicle Networks, Systems, and Applications, Part of MobiSys 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Prototyping Prototyping Facilities: Developing and Bootstrapping Testbeds

    Gallenmuller, S., Hauser, E. & Carle, G., 2022, 2022 IFIP Networking Conference, IFIP Networking 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IFIP Networking Conference, IFIP Networking 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • PTP Security Measures and their Impact on Synchronization Accuracy

    Rezabek, F., Helm, M., Leonhardt, T. & Carle, G., 2022, Proceedings of the 2022 18th International Conference of Network and Service Management: Intelligent Management of Disruptive Network Technologies and Services, CNSM 2022. Charalambides, M., Papadimitriou, P., Cerroni, W., Kanhere, S. & Mamatas, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 109-117 9 p. (Proceedings of the 2022 18th International Conference of Network and Service Management: Intelligent Management of Disruptive Network Technologies and Services, CNSM 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • Recommendations for designing hybrid conferences

    Bajpai, V., Hohlfeld, O., Crowcroft, J., Keshav, S., Schulzrinne, H., Ott, J., Ferlin, S., Carle, G., Hines, A. & Raake, A., Apr 2022, In: Computer Communication Review. 52, 2, p. 63-69 7 p.

    Research output: Contribution to journalArticlepeer-review

    3 Scopus citations
  • Robust Deep Learning against Corrupted Data in Cognitive Autonomous Networks

    Kajo, M., Schnellbach, J., Mwanje, S. S. & Carle, G., 2022, Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022: Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence, NOMS 2022. Varga, P., Granville, L. Z., Galis, A., Godor, I., Limam, N., Chemouil, P., Francois, J. & Pahl, M.-O. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022: Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence, NOMS 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Rusty Clusters? Dusting an IPv6 Research Foundation

    Zirngibl, J., Steger, L., Sattler, P., Gasser, O. & Carle, G., 25 Oct 2022, IMC 2022 - Proceedings of the 2022 ACM Internet Measurement Conference. Association for Computing Machinery, p. 395-409 15 p. (Proceedings of the ACM SIGCOMM Internet Measurement Conference, IMC).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    16 Scopus citations
  • Scalability of Distributed Intelligence Architecture for 6G Network Automation

    Majumdar, S., Trivisonno, R. & Carle, G., 2022, ICC 2022 - IEEE International Conference on Communications. Institute of Electrical and Electronics Engineers Inc., p. 2321-2326 6 p. (IEEE International Conference on Communications; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Slicing networks with P4 hardware and software targets

    Hauser, E., Simon, M., Stubbe, H., Gallenmüller, S. & Carle, G., 22 Aug 2022, 5G-MeMU 2022 - Proceedings of the ACM SIGCOMM 2022 Workshop on 5G and Beyond Network Measurements, Modeling, and Use Cases - Part of SIGCOMM 2022. Association for Computing Machinery, Inc, p. 36-42 7 p. (5G-MeMU 2022 - Proceedings of the ACM SIGCOMM 2022 Workshop on 5G and Beyond Network Measurements, Modeling, and Use Cases - Part of SIGCOMM 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • SmartNIC-based Load Management and Network Health Monitoring for Time Sensitive Applications

    Holzinger, K., Biersack, F., Stubbe, H., Marino, A. G., Kane, A., Fons, F., Haigang, Z., Wild, T., Herkersdorf, A. & Carle, G., 2022, Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022: Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence, NOMS 2022. Varga, P., Granville, L. Z., Galis, A., Godor, I., Limam, N., Chemouil, P., Francois, J. & Pahl, M.-O. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022: Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence, NOMS 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    5 Scopus citations
  • Task Allocation in Industrial Edge Networks with Particle Swarm Optimization and Deep Reinforcement Learning

    Buschmann, P., Shorim, M. H. M., Helm, M., Bröring, A. & Carle, G., 7 Nov 2022, IoT 2022 - Proceedings of the 12th International Conference on the Internet of Things 2022. Association for Computing Machinery, p. 239-247 9 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    2 Scopus citations
  • Toward Control and Coordination in Cognitive Autonomous Networks

    Banerjee, A., Mwanje, S. S. & Carle, G., 1 Mar 2022, In: IEEE Transactions on Network and Service Management. 19, 1, p. 49-60 12 p.

    Research output: Contribution to journalArticlepeer-review

    8 Scopus citations
  • Towards a Tectonic Traffic Shift? Investigating Apple’s New Relay Network

    Sattler, P., Aulbach, J., Zirngibl, J. & Carle, G., 25 Oct 2022, IMC 2022 - Proceedings of the 2022 ACM Internet Measurement Conference. Association for Computing Machinery, p. 449-457 9 p. (Proceedings of the ACM SIGCOMM Internet Measurement Conference, IMC).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    6 Scopus citations
  • Towards the Classification of TCP Throughput Changes

    Bauer, S., Jaeger, B., Reimann, M., Fromm, J. & Carle, G., 2022, Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022: Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence, NOMS 2022. Varga, P., Granville, L. Z., Galis, A., Godor, I., Limam, N., Chemouil, P., Francois, J. & Pahl, M.-O. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022: Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence, NOMS 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2021

    Adaptive Batching for Fast Packet Processing in Software Routers using Machine Learning

    Okelmann, P., Linguaglossa, L., Geyer, F., Emmerich, P. & Carle, G., 28 Jun 2021, Proceedings of the 2021 IEEE Conference on Network Softwarization: Accelerating Network Softwarization in the Cognitive Age, NetSoft 2021. Shiomoto, K., Kim, Y.-T., Rothenberg, C. E., Martini, B., Oki, E., Choi, B.-Y., Kamiyama, N. & Secci, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 206-210 5 p. 9492668. (Proceedings of the 2021 IEEE Conference on Network Softwarization: Accelerating Network Softwarization in the Cognitive Age, NetSoft 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • A Framework for Reproducible Data Plane Performance Modeling

    Scholz, D., Harkous, H., Gallenmüller, S., Stubbe, H., Helm, M., Jaeger, B., Deric, N., Goshi, E., Zhou, Z., Kellerer, W. & Carle, G., 13 Dec 2021, ANCS 2021 - Proceedings of the 2021 Symposium on Architectures for Networking and Communications Systems. Association for Computing Machinery, Inc, p. 59-65 7 p. (ANCS 2021 - Proceedings of the 2021 Symposium on Architectures for Networking and Communications Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • An Intent-Driven Orchestration of Cognitive Autonomous Networks for RAN management

    Banerjee, A., Mwanje, S. S. & Carle, G., 2021, Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021. Chemouil, P., Ulema, M., Clayman, S., Sayit, M., Cetinkaya, C. & Secci, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 380-384 5 p. (Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    10 Scopus citations
  • Application of Network Calculus Models on Programmable Device Behavior

    Helm, M., Stubbe, H., Scholz, D., Jaeger, B., Gallenmuller, S., Deric, N., Goshi, E., Harkous, H., Zhou, Z., Kellerer, W. & Carle, G., 2021, 2021 33rd International Teletraffic Congress, ITC 2021. Institute of Electrical and Electronics Engineers Inc., (2021 33rd International Teletraffic Congress, ITC 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • A privacy-preserving log-rank test for the kaplan-meier estimator with secure multiparty computation: Algorithm development and validation

    von Maltitz, M., Ballhausen, H., Kaul, D., Fleischmann, D. F., Niyazi, M., Belka, C. & Carle, G., Jan 2021, In: JMIR Medical Informatics. 9, 1, e22158.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    6 Scopus citations
  • Demo: Environment for Generic In-vehicular Network Experiments - EnGINE

    Bosk, M., Rezabek, F., Holzinger, K., Gonzalez, A., Kane, A., Fons, F., Haigang, Z., Carle, G. & Ott, J., 2021, 2021 IEEE Vehicular Networking Conference, VNC 2021. Kargl, F., Altintas, O., Sommer, C., Higuchi, T. & Klingler, F. (eds.). IEEE Computer Society, p. 117-118 2 p. (IEEE Vehicular Networking Conference, VNC; vol. 2021-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Ducked Tails: Trimming the Tail Latency of(f) Packet Processing Systems

    Gallenmuller, S., Wiedner, F., Naab, J. & Carle, G., 2021, Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021. Chemouil, P., Ulema, M., Clayman, S., Sayit, M., Cetinkaya, C. & Secci, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 537-543 7 p. (Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • EnGINE: Developing a Flexible Research Infrastructure for Reliable and Scalable Intra-Vehicular TSN Networks

    Rezabek, F., Bosk, M., Paul, T., Holzinger, K., Gallenmuller, S., Gonzalez, A., Kane, A., Fons, F., Haigang, Z., Carle, G. & Ott, J., 2021, Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021. Chemouil, P., Ulema, M., Clayman, S., Sayit, M., Cetinkaya, C. & Secci, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 530-536 7 p. (Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    15 Scopus citations
  • Failure Handling for Time-Sensitive Networks using SDN and Source Routing

    Kumar, G. N., Katsalis, K., Papadimitriou, P., Pop, P. & Carle, G., 28 Jun 2021, Proceedings of the 2021 IEEE Conference on Network Softwarization: Accelerating Network Softwarization in the Cognitive Age, NetSoft 2021. Shiomoto, K., Kim, Y.-T., Rothenberg, C. E., Martini, B., Oki, E., Choi, B.-Y., Kamiyama, N. & Secci, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 226-234 9 p. 9492666. (Proceedings of the 2021 IEEE Conference on Network Softwarization: Accelerating Network Softwarization in the Cognitive Age, NetSoft 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    15 Scopus citations
  • High-Performance Match-Action Table Updates from within Programmable Software Data Planes

    Simon, M., Stubbe, H., Scholz, D., Gallenmüller, S. & Carle, G., 13 Dec 2021, ANCS 2021 - Proceedings of the 2021 Symposium on Architectures for Networking and Communications Systems. Association for Computing Machinery, Inc, p. 102-108 7 p. (ANCS 2021 - Proceedings of the 2021 Symposium on Architectures for Networking and Communications Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • It's over 9000: Analyzing early QUIC deployments with the standardization on the horizon

    Zirngibl, J., Buschmann, P., Sattler, P., Jaeger, B., Aulbach, J. & Carle, G., 2 Nov 2021, IMC 2021 - Proceedings of the 2021 ACM Internet Measurement Conference. Association for Computing Machinery, p. 261-275 15 p. (Proceedings of the ACM SIGCOMM Internet Measurement Conference, IMC).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    23 Scopus citations
  • On Detection of Manipulative Cognitive Functions in Cognitive Autonomous Networks

    Banerjee, A., Mwanje, S. S. & Carle, G., 2021, Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021. Chemouil, P., Ulema, M., Clayman, S., Sayit, M., Cetinkaya, C. & Secci, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 194-200 7 p. (Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • On the evolution of internet flow characteristics

    Bauer, S., Jaeger, B., Helfert, F., Barias, P. & Carle, G., 24 Jul 2021, ANRW 2021 - Proceedings of the 2021 Applied Networking Research Workshop. Association for Computing Machinery, Inc, p. 29-35 7 p. (ANRW 2021 - Proceedings of the 2021 Applied Networking Research Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    15 Scopus citations
  • On the implementation of Cognitive Autonomous Networks

    Banerjee, A., Mwanje, S. S. & Carle, G., 1 Nov 2021, In: Internet Technology Letters. 4, 6, e317.

    Research output: Contribution to journalArticlepeer-review

    7 Scopus citations
  • Open-source MQTT evaluation

    Bender, M., Kirdan, E., Pahl, M. O. & Carle, G., 9 Jan 2021, 2021 IEEE 18th Annual Consumer Communications and Networking Conference, CCNC 2021. Institute of Electrical and Electronics Engineers Inc., 9369499. (2021 IEEE 18th Annual Consumer Communications and Networking Conference, CCNC 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    40 Scopus citations
  • Optimal configuration determination in Cognitive Autonomous Networks

    Banerjee, A., Mwanje, S. S. & Carle, G., 17 May 2021, Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management. Ahmed, T., Festor, O., Ghamri-Doudane, Y., Kang, J.-M., Schaeffer-Filho, A. E., Lahmadi, A. & Madeira, E. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 494-500 7 p. 9464000. (Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Scopus citations
  • Precise real-time monitoring of time-critical flows

    Holzinger, K., Stubbe, H., Biersack, F., Mariño, A. G., Kane, A., Lluis, F. F., Haigang, Z., Wild, T., Herkersdorf, A. & Carle, G., 2 Dec 2021, CoNEXT 2021 - Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies. Association for Computing Machinery, Inc, p. 489-490 2 p. (CoNEXT 2021 - Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Scalable TCP Throughput Limitation Monitoring

    Bauer, S., Wiedner, F., Jaeger, B., Emmerich, P. & Carle, G., 17 May 2021, Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management. Ahmed, T., Festor, O., Ghamri-Doudane, Y., Kang, J.-M., Schaeffer-Filho, A. E., Lahmadi, A. & Madeira, E. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 410-416 7 p. 9463974. (Proceedings of the IM 2021 - 2021 IFIP/IEEE International Symposium on Integrated Network Management).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • The pos framework: A methodology and toolchain for reproducible network experiments

    Gallenmüller, S., Scholz, D., Stubbe, H. & Carle, G., 2 Dec 2021, CoNEXT 2021 - Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies. Association for Computing Machinery, Inc, p. 259-266 8 p. (CoNEXT 2021 - Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    25 Scopus citations
  • Understanding Exploration and Exploitation of Q-Learning Agents in B5G Network Management

    Majumdar, S., Trivisonno, R. & Carle, G., 2021, 2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 IEEE Globecom Workshops, GC Wkshps 2021 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • 2020

    5G QoS: Impact of Security Functions on Latency

    Gallenmuller, S., Naab, J., Adam, I. & Carle, G., Apr 2020, Proceedings of IEEE/IFIP Network Operations and Management Symposium 2020: Management in the Age of Softwarization and Artificial Intelligence, NOMS 2020. Institute of Electrical and Electronics Engineers Inc., 9110422. (Proceedings of IEEE/IFIP Network Operations and Management Symposium 2020: Management in the Age of Softwarization and Artificial Intelligence, NOMS 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    13 Scopus citations
  • 5G URLLC: A Case Study on Low-Latency Intrusion Prevention

    Gallenmuller, S., Naab, J., Adam, I. & Carle, G., Oct 2020, In: IEEE Communications Magazine. 58, 10, p. 35-41 7 p., 9247520.

    Research output: Contribution to journalArticlepeer-review

    22 Scopus citations
  • Deep Clustering of Mobile Network Data with Sparse Autoencoders

    Kajo, M., Schultz, B. & Carle, G., Apr 2020, Proceedings of IEEE/IFIP Network Operations and Management Symposium 2020: Management in the Age of Softwarization and Artificial Intelligence, NOMS 2020. Institute of Electrical and Electronics Engineers Inc., 9110262. (Proceedings of IEEE/IFIP Network Operations and Management Symposium 2020: Management in the Age of Softwarization and Artificial Intelligence, NOMS 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Dynamic network reconfiguration in safety-critical aeronautical systems

    Perner, C., Schmitt, C. & Carle, G., 11 Oct 2020, DASC 2020 - 39th Digital Avionics Systems Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., 9256497. (AIAA/IEEE Digital Avionics Systems Conference - Proceedings; vol. 2020-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations