1. ”A Sample Efficient Multi-Agent Approach to Continuous Reinforcement Learning”, Diarmuid Corcoran, Per Kreuger and Magnus Boman, Proc 18th Intl Conf on Network and Service Management (CNSM), IFIP, in press.
  2. “Prediction and Exposure of Delays from a Base Station Perspective in 5G and Beyond Networks“, Akhila Rao, William Tärneberg, Emma Fitzgerald, Lorenzo Corneo, Aleksandr Zavodovski, Omkar Rai, Sixten Johansson, Viktor Berggren, Hassam Riaz, Caner Kilinc, and Andreas Johnsson, ACM SIGCOMM Workshop on 5G and Beyond Network Measurements, Modeling, and Use Cases (5G-MeMU), August 2022.
  3. “Machine Learning at the Mobile Edge: The Case of Dynamic Adaptive Streaming over HTTP (DASH)“, Rasoul Behravesh, Akhila Rao, Daniel F Perez-Ramirez, Davit Harutyunyan, Roberto Riggio, and Magnus Boman, IEEE Transactions on Network and Service Management (TNSM), July 2022.
  4. “Understanding the Capabilities of Route Collectors to Observe Stealthy Hijacks: Does adding more monitors or reporting more paths help?“, Alexandros Milolidakis, Licentiate thesis, June 2022.
  5. “Packet Order Matters! Improving Application Performance by Deliberately Delaying Packets“, Hamid Ghasemirahni, Tom Barbette, Georgios P. Katsikas, Alireza Farshin, Amir Roozbeh, Massimo Girondi, Marco Chiesa, Gerald Q. Maguire Jr., and Dejan Kostic, Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI), April 2022. Community Award!
  6. ”Reinforcement Learning for Automated Energy Efficient Mobile Network Performance Tuning”, Diarmuid Corcoran, Per Kreuger and Magnus Boman, Proc 17th Intl Conf on Network and Service Management (CNSM), IFIP, pp. 216-224, October 2021.
  7. “Metron: High Performance NFV Service Chaining Even in the Presence of Blackboxes“, Georgios Katsikas, Tom Barbette, Dejan Kostić, Gerald Q. Maguire Jr., and Rebecca Steinert, ACM Transactions on Computer Systems (TOCS), July 2021.
  8. “PacketMill: Toward per-core 100-Gbps Networking“, Alireza Farshin, Tom Barbette, Amir Roozbeh, Gerald Q. Maguire Jr., and Dejan Kostić, Proceedings of the 26th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), April 2021.
  9. “What you need to know about (Smart) Network Interface Cards“, Georgios P. Katsikas, Tom Barbette, Marco Chiesa, Dejan Kostic, and Gerald Q. Maguire Jr., Proceedings of The Passive and Active Measurement Conference (PAM) 2021. April 2021.
  10. “Towards Intelligent Industry 4.0 5G Networks: A First Throughput and QoE Measurement Campaign“, William Tärneberg, Omar Hamsis, John Hedlund, Kjell Brunnström, Emma Fitzgerald, Andreas Johnsson, Viktor Berggren, Maria Kihl, Akhila Rao, Rebecca Steinert, and Caner Kilinc, International Conference on Software, Telecommunications and Computer Networks (SoftCOM), September 2020.
  11. “Reexamining Direct Cache Access to Optimize I/O Intensive Applications for Multi-hundred-gigabit Networks“, Alireza Farshin, Amir Roozbeh, Gerald Q. Maguire Jr., and Dejan Kostić, Proceedings of the USENIX Annual Technical Conference (USENIX ATC), July 2020.
  12. “Learning Combinatorial Optimization on Graphs: A Survey With Applications to Networking”, Natalia Vesselinova, Rebecca Steinert, Daniel F. Perez-Ramirez, and Magnus Boman, IEEE Access (Volume: 8), June 2020
  13. “ML-Driven DASH Content Pre-Fetching in MEC-Enabled Mobile Networks”, Rasoul Behravesh, Daniel F. Perez-Ramirez, Akhila Rao, Davit Harutyunyan, Roberto Riggio, and Rebecca Steinert, 16th International Conference on Network and Service Management (CNSM). IEEE, 2020.
  14. “Demo Abstract: Elastic Deployment of Robust Distributed Control Planes with Performance Guarantees”, Daniel F. Perez-Ramirez, Rebecca Steinert, Natalia Vesselinova, and Dejan Kostić, IEEE INFOCOM 2020 – IEEE Conference on Computer  Communications Workshops
  15. “Fast Deployment of Reliable Distributed Control Planes with Performance Guarantees“, Shaoteng Liu, Rebecca Steinert, Natalia Vesselinova, and Dejan Kostić, IEEE Access, April 2020.
  16. “Path Persistence in the Cloud: A Study of the Effects of Inter-Region Traffic Engineering in a Large Cloud Provider’s Network“, Waleed Reda, Kirill Bogdanov, Alexandros Milolidakis, Hamid Ghasemirahni, Marco Chiesa, Gerald Q. Maguire Jr., and Dejan Kostić, SIGCOMM Computer Communication Review (SIGCOMM CCR), April 2020.
  17. “A High-Speed Load-Balancer Design with Guaranteed Per-Connection-Consistency“, Tom Barbette, Chen Tang, Haoran Yao, Dejan Kostić, Gerald Q. Maguire Jr., Panagiotis Papadimitratos, and Marco Chiesa, Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation (NSDI), February 2020.
  18. “RSS++: Load and State-Aware Receive Side Scaling“, Tom Barbette, Georgios Katsikas, Gerald Q. Maguire Jr., and Dejan Kostić, Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies (ACM CoNEXT), December 2019.
  19. “Realizing Low-Latency Internet Services via Low-Level Optimization of NFV Service Chains: Every nanosecond counts!“, Alireza Farshin, Licentiate thesis, June 2019.
  20. “Toward Next-generation Data Centers: Principles of Software-Defined “Hardware” Infrastructures and Resource Disaggregation“, Amir Roozbeh, Licentiate thesis, May 2019.
  21. “Make the Most out of Last Level Cache in Intel Processors“, Alireza Farshin, Amir Roozbeh, Gerald Q. Maguire Jr., and Dejan Kostić, Proceedings of the Fourteenth European Conference on Computer Systems (EuroSys), March 2019.
  22. “Enabling Fast and Accurate Run-Time Decisions in Geo-Distributed Systems: Better Achieving Service Level Objectives“, Kirill Bogdanov, doctoral thesis, November 2018.
  23. “Fast and Accurate Load Balancing for Geo-Distributed Storage Systems“, Kirill Bogdanov, Waleed Reda, Gerald Q. Maguire Jr., Dejan Kostić, and Marco Canini, Proceedings of the ACM Symposium on Cloud Computing 2018 (ACM SoCC), October 2018.
  24. “Software-Defined ‘Hardware’ Infrastructures: A Survey on Enabling Technologies and Open Research Directions“, Amir Roozbeh, João Soares, Gerald Q. Maguire Jr., Fetahi Wuhib, Chakri Padala, Mozhgan Mahloo, Daniel Turull, Vinay Yadhav, and Dejan Kostić, IEEE Communications Surveys & Tutorials, May 2018.
  25. “NFV Service Chains at the Speed of the Underlying Commodity Hardware“, Georgios Katsikas, doctoral thesis, September 2018.
  26. “Probabilistic multi-RAT performance abstractions”, Akhila Rao, Rebecca Steinert, IEEE/IFIP NOMS 2018 Workshop: International Workshop on Management of 5G Networks (5GMan), April 2018, Taipei, Taiwan. Best Paper Award.
  27. “Metron: NFV Service Chains at the True Speed of the Underlying Hardware“, Georgios Katsikas, Tom Barbette, Dejan Kostić, Rebecca Steinert, and Gerald Q. Maguire Jr., Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation (NSDI), April 2018
  28. “Control under Intermittent Network Partitions“, Shaoteng Liu, Rebecca Steinert, Dejan Kostić, Proceedings of the IEEE International Conference on Communications (ICC), May 2018.
  29. “Flexible distributed control plane deployment“, Shaoteng Liu, Rebecca Steinert, Dejan Kostić, Proceedings of the IEEE/IFIP Network Operations and Management Symposium, SDN miniconference (NOMS MC SDN), April 2018.
  30. “Dynamic, Fine-Grained Data Plane Monitoring with Monocle“, Peter Perešíni, Maciej Kuzniar, and Dejan Kostić, IEEE/ACM Transactions on Networking, 2018, Volume: 26 Issue: 1.
  31. “Methodology, Measurement and Analysis of Flow Table Update Characteristics in Hardware OpenFlow Switches“, Maciej Kuzniar, Peter Perešíni, Dejan Kostić, and Marco Canini, Computer Networks: The International Journal of Computer and Telecommunications Networking, Elsevier, 2018. Networking, 2018, Volume: 26 Issue: 1.
  32. “Distributed dynamic load balancing with applications in radio access networks“, Per Kreuger, Rebecca Steinert, Olof Görnerup, Daniel Gillblad, International Journal of Network Management (IJNM), 2017.
  33. “Rein: Taming Tail Latency in Key-Value Stores via Multiget Scheduling“, Waleed Reda, Marco Canini, Lalith Suresh, Dejan Kostić, and Sean Braithwaite, Proceedings of the Twelfth European Conference on Computer Systems (EuroSys), April 2017.