Congestion-free rerouting of network flows: Hardness and an FPT algorithm

Ceylan E, Chatterjee K, Schmid S, Svoboda J. 2024. Congestion-free rerouting of network flows: Hardness and an FPT algorithm. NOMS 2024-2024 IEEE Network Operations and Management Symposium. NOMS: Network Operations and Management Symposiu .

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Abstract
Given the increasingly stringent requirements on the performance and efficiency of communication networks, over the last years, great efforts have been made to render networks more flexible and programmable. In particular, modern networks support a flexible rerouting of flows, e.g., depending on the dynamically changing traffic or network conditions. However, the underlying algorithmic problems are still not well-understood today.In this paper, we revisit the k-Network Flow Update problem that asks for a schedule to reroute k unsplittable flows from their current paths to the given new paths, in a congestion-free manner in a capacitated network. We show that the problem is already NP-hard for three acyclic flows on simple directed graphs. Our main contribution is an efficient algorithm for sparse networks; specifically the algorithm is fixed parameter tractable in the number of flows and the treewidth of a graph that is the union of all flows. Our results also settle the open complexity question in the literature.
Publishing Year
Date Published
2024-05-01
Proceedings Title
NOMS 2024-2024 IEEE Network Operations and Management Symposium
Publisher
IEEE
Acknowledgement
Research was supported by the Austrian Science Fund (FWF), project I 5025-N (DELTA), 2020-2024. Esra Ceylan’s research was supported by FFG, FEMtech Praktika für Studentinnen. Jakub Svoboda and Krishnendu Chatterjee were supported by the European Research Council (ERC) CoG 863818 (ForM-SMArt).
Conference
NOMS: Network Operations and Management Symposiu
Conference Location
Seoul, Republic of Korea
Conference Date
2024-05-06 – 2024-05-10
eISSN
IST-REx-ID

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Ceylan E, Chatterjee K, Schmid S, Svoboda J. Congestion-free rerouting of network flows: Hardness and an FPT algorithm. In: NOMS 2024-2024 IEEE Network Operations and Management Symposium. IEEE; 2024. doi:10.1109/noms59830.2024.10575579
Ceylan, E., Chatterjee, K., Schmid, S., & Svoboda, J. (2024). Congestion-free rerouting of network flows: Hardness and an FPT algorithm. In NOMS 2024-2024 IEEE Network Operations and Management Symposium. Seoul, Republic of Korea: IEEE. https://doi.org/10.1109/noms59830.2024.10575579
Ceylan, Esra, Krishnendu Chatterjee, Stefan Schmid, and Jakub Svoboda. “Congestion-Free Rerouting of Network Flows: Hardness and an FPT Algorithm.” In NOMS 2024-2024 IEEE Network Operations and Management Symposium. IEEE, 2024. https://doi.org/10.1109/noms59830.2024.10575579.
E. Ceylan, K. Chatterjee, S. Schmid, and J. Svoboda, “Congestion-free rerouting of network flows: Hardness and an FPT algorithm,” in NOMS 2024-2024 IEEE Network Operations and Management Symposium, Seoul, Republic of Korea, 2024.
Ceylan E, Chatterjee K, Schmid S, Svoboda J. 2024. Congestion-free rerouting of network flows: Hardness and an FPT algorithm. NOMS 2024-2024 IEEE Network Operations and Management Symposium. NOMS: Network Operations and Management Symposiu .
Ceylan, Esra, et al. “Congestion-Free Rerouting of Network Flows: Hardness and an FPT Algorithm.” NOMS 2024-2024 IEEE Network Operations and Management Symposium, IEEE, 2024, doi:10.1109/noms59830.2024.10575579.

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