An Intelligent Micro-service Chain Orchestrator for Immersive Media Services under the presence of Server Failure Events
Resumo
Immersive Multimedia Services (IMS)s combined with advanced communication technologies, such as beyond 5G (B5G) and 6G, has advanced constraints for low latency and high throughput, offering a fluid and improved user experience. This is achieved by the use of Multi-access Edge Computing (MEC) infrastructure to distribute resource consumption for decentralized service execution between the head-mounted glasses and the central network node. In this context, Micro-service Chain (MSC) orchestration algorithms offer an efficient distribution of resource consumption in the available MEC infrastructure, avoiding interruption in experience and increasing quality. However, it is required robust orchestration strategies for service recovery in cases of connection node failure. This paper introduces an Intelligent MSC Orchestration algorithm for IMS applications under the presence of MEC server failures, called IMSCO. The algorithm uses Genetic Algorithm to determine the optimal routing paths between clients and parallelizable, ordered, and location-aware MSs instantiated at MEC servers, considering computational and network constraints, latency, and client mobility. The comparative results highlight a recovery success 90% in fail events with 5% acceptance ratio improvement to literature algorithms, showcasing advancements ensuring resilient and high-quality immersive service delivery.
Palavras-chave:
Micro-service Chain, Immersive Reality, Resilience
Referências
Akhtar, N., Matta, I., Raza, A., Goratti, L., Braun, T., and Esposito, F. (2021). Managing chains of application functions over multi-technology edge networks. IEEE Transactions on Network and Service Management, 18(1), 511–525.
Bai, J., Chang, X., Machida, F., Trivedi, K. S., and Li, Y. (2023). Model driven dependability assessment of microservice chains in MEC-enabled IoT. IEEE Transactions on Services Computing, 16(4), 2769–2785.
Di Cicco, N., Poltronieri, F., Santos, J., Zaccarini, M., Tortonesi, M., Stefanelli, C., and De Turck, F. (2024). Multi-objective scheduling and resource allocation of Kubernetes replicas across the compute continuum. In 2024 20th International Conference on Network and Service Management (CNSM), 1–9. IEEE.
Huang, H. and Wu, W. (2022). HypersFP: Fault-tolerant service function chain provision on programmable switches in data centers. In NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, 1–9. IEEE.
Huang, Z. and Friderikos, V. (2023). Optimal mobility-aware wireless edge cloud support for the metaverse. Future Internet, 15(2), 47.
Huang, Z. and Simeone, O. (2023). Edge cloud and network optimization for mobile augmented reality. PhD thesis, King’s College London.
Li, J., Pang, J., and Fan, X. (2024). Optimization of 5G base station coverage based on self-adaptive mutation genetic algorithm. Computer Communications, 225, 83–95.
Medeiros, A., Di Maio, A., Braun, T., and Neto, A. (2023). Tenet: Adaptive service chain orchestrator for MEC-enabled low-latency 6DoF virtual reality. IEEE Transactions on Network and Service Management.
Santos, H., Martins, B., Rosário, D., Cerqueira, E., and Braun, T. (2023). Mobility-aware service function chaining orchestration for multi-user augmented reality. In 2023 IEEE 48th Conference on Local Computer Networks (LCN), 1–9. IEEE.
Santos, H., Rosário, D., Cerqueira, E., and Braun, T. (2022). Multi-criteria service function chaining orchestration for multi-user virtual reality services. In GLOBECOM 2022-2022 IEEE Global Communications Conference, 6360–6365. IEEE.
Shen, X., Gao, J., Li, M., Zhou, C., Hu, S., He, M., and Zhuang, W. (2023). Toward immersive communications in 6G. Frontiers in Computer Science, 4, 1068478.
Zawish, M., Dharejo, F. A., Khowaja, S. A., Raza, S., Davy, S., Dev, K., and Bellavista, P. (2024). AI and 6G into the metaverse: Fundamentals, challenges and future research trends. IEEE Open Journal of the Communications Society, 5, 730–778.
Bai, J., Chang, X., Machida, F., Trivedi, K. S., and Li, Y. (2023). Model driven dependability assessment of microservice chains in MEC-enabled IoT. IEEE Transactions on Services Computing, 16(4), 2769–2785.
Di Cicco, N., Poltronieri, F., Santos, J., Zaccarini, M., Tortonesi, M., Stefanelli, C., and De Turck, F. (2024). Multi-objective scheduling and resource allocation of Kubernetes replicas across the compute continuum. In 2024 20th International Conference on Network and Service Management (CNSM), 1–9. IEEE.
Huang, H. and Wu, W. (2022). HypersFP: Fault-tolerant service function chain provision on programmable switches in data centers. In NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, 1–9. IEEE.
Huang, Z. and Friderikos, V. (2023). Optimal mobility-aware wireless edge cloud support for the metaverse. Future Internet, 15(2), 47.
Huang, Z. and Simeone, O. (2023). Edge cloud and network optimization for mobile augmented reality. PhD thesis, King’s College London.
Li, J., Pang, J., and Fan, X. (2024). Optimization of 5G base station coverage based on self-adaptive mutation genetic algorithm. Computer Communications, 225, 83–95.
Medeiros, A., Di Maio, A., Braun, T., and Neto, A. (2023). Tenet: Adaptive service chain orchestrator for MEC-enabled low-latency 6DoF virtual reality. IEEE Transactions on Network and Service Management.
Santos, H., Martins, B., Rosário, D., Cerqueira, E., and Braun, T. (2023). Mobility-aware service function chaining orchestration for multi-user augmented reality. In 2023 IEEE 48th Conference on Local Computer Networks (LCN), 1–9. IEEE.
Santos, H., Rosário, D., Cerqueira, E., and Braun, T. (2022). Multi-criteria service function chaining orchestration for multi-user virtual reality services. In GLOBECOM 2022-2022 IEEE Global Communications Conference, 6360–6365. IEEE.
Shen, X., Gao, J., Li, M., Zhou, C., Hu, S., He, M., and Zhuang, W. (2023). Toward immersive communications in 6G. Frontiers in Computer Science, 4, 1068478.
Zawish, M., Dharejo, F. A., Khowaja, S. A., Raza, S., Davy, S., Dev, K., and Bellavista, P. (2024). AI and 6G into the metaverse: Fundamentals, challenges and future research trends. IEEE Open Journal of the Communications Society, 5, 730–778.
Publicado
19/05/2025
Como Citar
COSTA, Erick; FLEXA, Rodrigo; BRITO, Matheus; SANTOS, Hugo; ASTUDILLO, Carlos; ROSÁRIO, Denis; CERQUEIRA, Eduardo.
An Intelligent Micro-service Chain Orchestrator for Immersive Media Services under the presence of Server Failure Events. In: WORKSHOP DE GERÊNCIA E OPERAÇÃO DE REDES E SERVIÇOS (WGRS), 30. , 2025, Natal/RN.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2025
.
p. 85-98.
ISSN 2595-2722.
DOI: https://doi.org/10.5753/wgrs.2025.8773.
