Trajectory-based post-disaster content evacuation in inter-DC optical networks under cascading failures

In the post-pandemic era, global working patterns have been reshaped, and the demand for online network services has increased significantly. Therefore, cross-data-center content migration has become a relevant problem to address, leading to higher attention in data backup/recovery planning. Beyond traditional pre-disaster content redundancy approaches, this work focuses on the challenge of rapid post-disaster content evacuation under the threat of cascading failures. In fact, due to the interdependence of data centers (DCs), inter-DC optical networks, and power grid networks, disasters may have a domino effect on these infrastructures, with their impact gradually expanding over time and space. In this paper, we propose two trajectory models that capture the dynamic evolution of cascading failures, and we propose a trajectory-based content evacuation (TCE) strategy that considers the spatiotemporal evolution of cascading failures to minimize content loss. Numerical results show that, when each DC needs to evacuate about 200 TB of massive content, TCE can reduce content loss by up to 25% compared to baseline strategies.

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Publication Details

Journal
Journal of Optical Communications and Networking
Published
2025-04-28
DOI
https://doi.org/10.1364/jocn.551957
Citations
2
Primary Topic
Advanced Optical Network Technologies
Type
article
Field-Weighted Citation Impact
1.46
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article

Trajectory-based post-disaster content evacuation in inter-DC optical networks under cascading failures

Yongli Zhao, Mëmëdhe Ibrahimi, Massimo Tornatore, Zhuotong Li et al.
2 citations
Journal of Optical Communications and Networking
Advanced Optical Network Technologies
1.46
article

Trajectory-based post-disaster content evacuation in inter-DC optical networks under cascading failures

Yongli Zhao, Mëmëdhe Ibrahimi, Massimo Tornatore, Zhuotong Li, Biswanath Mukherjee, Wei Wang, Jie Zhang, Xin Li
article en
2 citations

Abstract

In the post-pandemic era, global working patterns have been reshaped, and the demand for online network services has increased significantly. Therefore, cross-data-center content migration has become a relevant problem to address, leading to higher attention in data backup/recovery planning. Beyond traditional pre-disaster content redundancy approaches, this work focuses on the challenge of rapid post-disaster content evacuation under the threat of cascading failures. In fact, due to the interdependence of data centers (DCs), inter-DC optical networks, and power grid networks, disasters may have a domino effect on these infrastructures, with their impact gradually expanding over time and space. In this paper, we propose two trajectory models that capture the dynamic evolution of cascading failures, and we propose a trajectory-based content evacuation (TCE) strategy that considers the spatiotemporal evolution of cascading failures to minimize content loss. Numerical results show that, when each DC needs to evacuate about 200 TB of massive content, TCE can reduce content loss by up to 25% compared to baseline strategies.

Journal of Optical Communications and NetworkingVol. 17(6)
University of California System (US), China Telecom (China) (CN), China Telecom (CN), Politecnico di Milano (IT)
Climate action
Openalex Percentile: Top 18%
Advanced Optical Network Technologies
1.46
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Trajectory-based post-disaster content evacuation in inter-DC optical networks under cascading failures — Yongli Zhao, Mëmëdhe Ibrahimi, et al. · Journal of Optical Communications and Networking (2025) | TGRS Research Map | TGRS