Maack M. Online load balancing on uniform machines with limited migration. Operations Research Letters. 2023;51(3):220-225. doi:10.1016/j.orl.2023.02.013
LibreCat: /record/44077
DOI: 10.1016/j.orl.2023.02.013

Karl H, Maack M, Meyer auf der Heide F, Pukrop S, Redder A. On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:183-202. doi:10.5281/zenodo.8068664
LibreCat: /record/45895
DOI: 10.5281/zenodo.8068664

Maack M, Meyer auf der Heide F, Pukrop S. Server Cloud Scheduling. Algorithmica. Published online 2023. doi:10.1007/s00453-023-01189-x
LibreCat: /record/50458
DOI: 10.1007/s00453-023-01189-x

Deppert MA, Jansen K, Maack M, Pukrop S, Rau M. Scheduling with Many Shared Resources. In: 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS). IEEE; 2023. doi:10.1109/ipdps54959.2023.00049
LibreCat: /record/50460
DOI: 10.1109/ipdps54959.2023.00049

Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H. On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets. Vol 412. Heinz Nixdorf Institut, Universität Paderborn; 2023. doi:10.17619/UNIPB/1-1797
LibreCat: /record/45863
DOI: 10.17619/UNIPB/1-1797

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.
LibreCat: /record/30236

Epstein L, Lassota A, Levin A, Maack M, Rohwedder L. Cardinality Constrained Scheduling in Online Models. In: Berenbrink P, Monmege B, eds. 39th International Symposium on Theoretical Aspects of Computer Science, STACS 2022, March 15-18, 2022, Marseille, France (Virtual Conference). Vol 219. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2022:28:1–28:15. doi:10.4230/LIPIcs.STACS.2022.28
LibreCat: /record/33085
DOI: 10.4230/LIPIcs.STACS.2022.28

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.
LibreCat: /record/32811

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
LibreCat: /record/30793
DOI: 10.5220/0010845400003116

Redder A, Ramaswamy A, Karl H. Distributed gradient-based optimization in the presence of dependent  aperiodic communication. arXiv:220111343. Published online 2022.
LibreCat: /record/30790
arXiv: 2201.11343

Redder A, Ramaswamy A, Karl H. Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms. arXiv:220100570. Published online 2022.
LibreCat: /record/30791
arXiv: 2201.00570

Redder A, Ramaswamy A, Karl H. Practical Network Conditions for the Convergence of Distributed Optimization. IFAC-PapersOnLine. 2022;55(13):133–138.
LibreCat: /record/32854

Maack M, Pukrop S, Rasmussen AR. (In-)Approximability Results for Interval, Resource Restricted, and Low Rank Scheduling. In: Chechik S, Navarro G, Rotenberg E, Herman G, eds. 30th Annual European Symposium on Algorithms, ESA 2022, September 5-9, 2022, Berlin/Potsdam, Germany. Vol 244. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2022:77:1–77:13. doi:10.4230/LIPIcs.ESA.2022.77
LibreCat: /record/33491
DOI: 10.4230/LIPIcs.ESA.2022.77

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.
LibreCat: /record/29220

Maack M, Meyer auf der Heide F, Pukrop S. Server Cloud Scheduling. In: Approximation and Online Algorithms. Springer International Publishing; 2022. doi:10.1007/978-3-030-92702-8_10
LibreCat: /record/29872
DOI: 10.1007/978-3-030-92702-8_10

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
LibreCat: /record/20125
DOI: https://doi.org/10.1109/CCNC49032.2021.9369514

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
LibreCat: /record/21005
DOI: 10.1109/INFOCOMWKSHPS51825.2021.9484599

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.
LibreCat: /record/21543

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.
LibreCat: /record/20693

Schneider SB, Khalili R, Manzoor A, et al. Self-Learning Multi-Objective Service Coordination Using Deep Reinforcement Learning. Transactions on Network and Service Management. 2021. doi:10.1109/TNSM.2021.3076503
LibreCat: /record/21808
DOI: 10.1109/TNSM.2021.3076503