@inproceedingsDou_Wang_Chen_Liu, title=X-Stream: A Flexible, Adaptive Video Transformer for Privacy-Preserving Video Stream Analytics, booktitle=Proceedings of the IEEE International Conference on Computer Communications (INFOCOM), publisher=IEEE, author=Dou, Feng and Wang, Lin and Chen, Shutong and Liu, Fangming 

@inproceedingsBlöcher_Nedderhut_Chuprikov_Khalili_Eugster_Wang, title=Train Once Apply Anywhere: Effective Scheduling for Network Function Chains Running on FUMES, booktitle=Proceedings of the IEEE International Conference on Computer Communications (INFOCOM), publisher=IEEE, author=Blöcher, Marcel and Nedderhut, Nils and Chuprikov, Pavel and Khalili, Ramin and Eugster, Patrick and Wang, Lin 

@inproceedingsHu_Liu_Pei_Yuan_Xu_Wang_2024, title=706Grapher: A Resource-Efficient Serverless System for GNN Serving through Graph Sharing, booktitle=Proceedings of the ACM Web Conference (WWW), publisher=ACM, author=Hu, Haichuan and Liu, Fangming and Pei, Qiangyu and Yuan, Yongjie and Xu, Zichen and Wang, Lin, year=2024 

@inproceedingsRazavi_Ghafouri_Mühlhäuser_Jamshidi_Wang_2024, title=Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling, booktitle=Proceedings of the 4th Workshop on Machine Learning and Systems (EuroMLSys), colocated with EuroSys 2024, publisher=ACM, author=Razavi, Kamran and Ghafouri, Saeid and Mühlhäuser, Max and Jamshidi, Pooyan and Wang, Lin, year=2024 

@inproceedingsLiu_Nigade_Bal_Wang_2024, title=A Little Certainty is All We Need: Discovery and Synchronization Acceleration in Battery-Free IoT, booktitle=Proceedings of the 8th ACM Asia Pacific Workshop on Networking (APNET), author=Liu, Gaosheng and Nigade, Vinod and Bal, Henri and Wang, Lin, year=2024 

@inproceedingsSchneider_Werner_Khalili_Hecker_Karl_2022, title=mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks, booktitle=IEEE/IFIP Network Operations and Management Symposium (NOMS), publisher=IEEE, author=Schneider, Stefan Balthasar and Werner, Stefan and Khalili, Ramin and Hecker, Artur and Karl, Holger, year=2022 

@inproceedingsRedder_Ramaswamy_Karl_2022, title=Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law, booktitle=Proceedings of the 58th Allerton Conference on Communication, Control, and Computing, author=Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger, year=2022 

@inproceedingsRedder_Ramaswamy_Karl_2022, title=Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication, DOI=10.5220/0010845400003116, booktitle=Proceedings of the 14th International Conference on Agents and Artificial Intelligence, publisher=SCITEPRESS - Science and Technology Publications, author=Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger, year=2022 

@inproceedingsWerner_Schneider_Karl_2022, title=Use What You Know: Network and Service Coordination Beyond Certainty, booktitle=IEEE/IFIP Network Operations and Management Symposium (NOMS), publisher=IEEE, author=Werner, Stefan and Schneider, Stefan Balthasar and Karl, Holger, year=2022 

@inproceedingsHasnain_Karl, title=Learning Flow Scheduling, DOI=https://doi.org/10.1109/CCNC49032.2021.9369514, booktitle=2021 IEEE 18th Annual Consumer Communications &; Networking Conference (CCNC), publisher=IEEE Computer Society, author=Hasnain, Asif and Karl, Holger 

@inproceedingsHasnain_Karl, title=Learning Coflow Admissions, DOI=10.1109/INFOCOMWKSHPS51825.2021.9484599, booktitle=IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), publisher=IEEE Communications Society, author=Hasnain, Asif and Karl, Holger 

@inproceedingsSchneider_Qarawlus_Karl_2021, title=Distributed Online Service Coordination Using Deep Reinforcement Learning, booktitle=IEEE International Conference on Distributed Computing Systems (ICDCS), publisher=IEEE, author=Schneider, Stefan Balthasar and Qarawlus, Haydar and Karl, Holger, year=2021 

@inproceedingsSchneider_Jürgens_Karl_2021, title=Divide and Conquer: Hierarchical Network and Service Coordination, booktitle=IFIP/IEEE International Symposium on Integrated Network Management (IM), publisher=IFIP/IEEE, author=Schneider, Stefan Balthasar and Jürgens, Mirko and Karl, Holger, year=2021 

@inproceedingsSchneider_Klenner_Karl_2020, title=Every Node for Itself: Fully Distributed Service Coordination, booktitle=IEEE International Conference on Network and Service Management (CNSM), publisher=IEEE, author=Schneider, Stefan Balthasar and Klenner, Lars Dietrich and Karl, Holger, year=2020 

@inproceedingsSchneider_Manzoor_Qarawlus_Schellenberg_Karl_Khalili_Hecker_2020, title=Self-Driving Network and Service Coordination Using Deep Reinforcement Learning, booktitle=IEEE International Conference on Network and Service Management (CNSM), publisher=IEEE, author=Schneider, Stefan Balthasar and Manzoor, Adnan and Qarawlus, Haydar and Schellenberg, Rafael and Karl, Holger and Khalili, Ramin and Hecker, Artur, year=2020 

@inproceedingsHasnain_Karl_2020, title=Coflow Scheduling with Performance Guarantees for Data Center Applications, DOI=https://doi.org/10.1109/CCGrid49817.2020.00010, booktitle=2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), publisher=IEEE Computer Society, author=Hasnain, Asif and Karl, Holger, year=2020 

@inproceedingsSchneider_Satheeschandran_Peuster_Karl_2020, title=Machine Learning for Dynamic Resource Allocation in Network Function Virtualization, booktitle=IEEE Conference on Network Softwarization (NetSoft), publisher=IEEE, author=Schneider, Stefan Balthasar and Satheeschandran, Narayanan Puthenpurayil and Peuster, Manuel and Karl, Holger, year=2020 

@inproceedingsZafeiropoulos_Fotopoulou_Peuster_Schneider_Gouvas_Behnke_Müller_Bök_Trakadas_Karkazis_et al._2020, title=Benchmarking and Profiling 5G Verticals’ Applications: An Industrial IoT Use Case, booktitle=IEEE Conference on Network Softwarization (NetSoft), author=Zafeiropoulos, A. and Fotopoulou, E. and Peuster, Manuel and Schneider, Stefan Balthasar and Gouvas, P. and Behnke, D. and Müller, M. and Bök, P. and Trakadas, P. and Karkazis, P. and et al., year=2020 

@inproceedingsMüller_Behnke_Bök_Schneider_Peuster_Karl_2020, place=Ghent, Belgium, title=Cloud-Native Threat Detection and Containment for Smart Manufacturing, booktitle=IEEE Conference on Network Softwarization (NetSoft) Demo Track, publisher=IEEE, author=Müller, Marcel and Behnke, Daniel and Bök, Patrick-Benjamin and Schneider, Stefan Balthasar and Peuster, Manuel and Karl, Holger, year=2020 

@inproceedingsSchneider_Sharma_Karl_Wehrheim_2019, place=Washington, DC, USA, title=Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets, booktitle=2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), publisher=IFIP, author=Schneider, Stefan Balthasar and Sharma, Arnab and Karl, Holger and Wehrheim, Heike, year=2019, pages=116--124