In the post-pandemic era, global work patterns have been reshaped, and the demand for cloud migration for enterprises and government has increased. As a result, cloud data disaster backup/recovery technology has been gaining more attention. Moving beyond the traditional focus on pre-disaster content backup, our study addresses the challenge of rapidly evacuating content during cascading failures in post-disaster scenarios. Due to the interdependence of i) data centers (DCs), ii) inter-DC optical networks, and iii) power grid networks, disasters can have a domino effect on these infrastructures, with their impact gradually expanding over time and space. In this work, we propose two trajectory models for constructing the spatio-temporal features of the inter-DC optical network under cascading failures, and we propose a trajectory-based content evacuation strategy (TCE). Numerical results show that TCE can reduce content loss by up to 25% compared to baseline content evacuation strategies.

Content Evacuation in Inter-DC Optical Networks under Post-Disaster Cascading Failures

Ibrahimi, Mëmëdhe;Tornatore, Massimo
2024-01-01

Abstract

In the post-pandemic era, global work patterns have been reshaped, and the demand for cloud migration for enterprises and government has increased. As a result, cloud data disaster backup/recovery technology has been gaining more attention. Moving beyond the traditional focus on pre-disaster content backup, our study addresses the challenge of rapidly evacuating content during cascading failures in post-disaster scenarios. Due to the interdependence of i) data centers (DCs), ii) inter-DC optical networks, and iii) power grid networks, disasters can have a domino effect on these infrastructures, with their impact gradually expanding over time and space. In this work, we propose two trajectory models for constructing the spatio-temporal features of the inter-DC optical network under cascading failures, and we propose a trajectory-based content evacuation strategy (TCE). Numerical results show that TCE can reduce content loss by up to 25% compared to baseline content evacuation strategies.
2024
Proceedings of the 2024 International Conference on Optical Network Design and Modeling, ONDM 2024
cascading failure
content evacuation
Inter-DC
spatio-temporal feature
trajectory model
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1299112
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 3
  • ???jsp.display-item.citation.isi??? 2
social impact