TY - GEN
T1 - Comparison of optimization goals for resilient routing
AU - Perner, Cora
AU - Carle, Georg
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/5
Y1 - 2019/5
N2 - With the introduction of 5G, flexible network management through Software-Defined Networking will become available in cellular networks. As this has not been designed for safety-critical application such as autonomous driving or aeronautical applications, special care needs to be taken to use it in such contexts. In this work, different objective functions for optimization and their respective impact on performance characteristics such as link utilization and latency are investigated and compared. This allows to better understand the impact of resilient flow placement under constrained capacity and latency on network performance. Results show that for critical systems, objective functions relating to link capacity result in poorer network performance as latency and resilience are more limiting factors. While optimizations for maximum resilience increase network usage, with tight latency constraints they are comparable in performance with link capacity optimization, while providing more resilience against failures.
AB - With the introduction of 5G, flexible network management through Software-Defined Networking will become available in cellular networks. As this has not been designed for safety-critical application such as autonomous driving or aeronautical applications, special care needs to be taken to use it in such contexts. In this work, different objective functions for optimization and their respective impact on performance characteristics such as link utilization and latency are investigated and compared. This allows to better understand the impact of resilient flow placement under constrained capacity and latency on network performance. Results show that for critical systems, objective functions relating to link capacity result in poorer network performance as latency and resilience are more limiting factors. While optimizations for maximum resilience increase network usage, with tight latency constraints they are comparable in performance with link capacity optimization, while providing more resilience against failures.
KW - Network optimization
KW - Resilience
KW - Safety-critical systems
UR - http://www.scopus.com/inward/record.url?scp=85070328787&partnerID=8YFLogxK
U2 - 10.1109/ICCW.2019.8756842
DO - 10.1109/ICCW.2019.8756842
M3 - Conference contribution
AN - SCOPUS:85070328787
T3 - 2019 IEEE International Conference on Communications Workshops, ICC Workshops 2019 - Proceedings
BT - 2019 IEEE International Conference on Communications Workshops, ICC Workshops 2019 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2019 IEEE International Conference on Communications Workshops, ICC Workshops 2019
Y2 - 20 May 2019 through 24 May 2019
ER -