The DOI matches its Crossref record; 42 of the 42 references it cites were found in a registry or an index.
Operational resilience: concepts, design and analysis
Open accessAbstract
Building resilience into today’s complex infrastructures is critical to the daily functioning of society and its ability to withstand and recover from natural disasters, epidemics and cyber-threats. This study proposes quantitative measures that capture and implement the definition of engineering resilience advanced by the National Academy of Sciences. The approach is applicable across physical, information and social domains. It evaluates the critical functionality, defined as a performance function of time set by the stakeholders. Critical functionality is a source of valuable information, such as the integrated system resilience over a time interval and its robustness. The paper demonstrates the formulation on two classes of models: 1) multi-level directed acyclic graphs and 2) interdependent coupled networks. For both models synthetic case studies are used to explore trends. For the first class, the approach is also applied to the Linux operating system. Results indicate that desired resilience and robustness levels are achievable by trading off different design parameters, such as redundancy, node recovery time and backup supply available. The nonlinear relationship between network parameters and resilience levels confirms the utility of the proposed approach, which is of benefit to analysts and designers of complex systems and networks.
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Cites
Resilience and Stability of Ecological Systems
Holling, C. S. (1973) · Annual Review of Ecology and Systematics · doi:10.1146/annurev.es.04.110173.000245 · Cited by 18,995
A Framework to Quantitatively Assess and Enhance the Seismic Resilience of Communities
Bruneau, M., Chang, S. E., Eguchi, R. T., Lee, G. C., O'Rourke, T. D., Reinhorn, A. M., Shinozuka, M., Tierney, K., Wallace, W. A., & von Winterfeldt, D. (2003) · Earthquake Spectra · doi:10.1193/1.1623497 · Cited by 5,440
Catastrophic cascade of failures in interdependent networks
Buldyrev, S. V., Parshani, R., Paul, G., Stanley, H. E., & Havlin, S. (2010) · Nature · doi:10.1038/nature08932 · Cited by 4,513
Calamita, E., Schmid, M., Kunz, M., Ndebele-Murisa, M. R., Magadza, C. H. D., Nyambe, I., & Wehrli, B. (2019) · Figshare · doi:10.26181/6153922fe919c · Cited by 4,222
The structure and dynamics of multilayer networks
Boccaletti, S., Bianconi, G., Criado, R., del Genio, C. I., Gómez-Gardeñes, J., Romance, M., Sendiña-Nadal, I., Wang, Z., & Zanin, M. (2014) · Physics Reports · doi:10.1016/j.physrep.2014.07.001 · Cited by 3,125
The complexity and stability of ecosystems
Pimm, S. L. (1984) · Nature · doi:10.1038/307321a0 · Cited by 3,057
The structure and dynamics of multilayer networksPreprint
Wangk, Z., & Zaninm, M. (2016) · Cited by 3,001
Social-Ecological Resilience to Coastal Disasters
Adger, W. N., Hughes, T. P., Folke, C., Carpenter, S. R., & Rockström, J. (2005) · Science · doi:10.1126/science.1112122 · Cited by 2,685
Network Robustness and Fragility: Percolation on Random Graphs
Callaway, D. S., Newman, M. E. J., Strogatz, S. H., & Watts, D. J. (2000) · Physical Review Letters · doi:10.1103/physrevlett.85.5468 · Cited by 2,480
Framework for analytical quantification of disaster resilience
Cimellaro, G. P., Reinhorn, A. M., & Bruneau, M. (2010) · Engineering Structures · doi:10.1016/j.engstruct.2010.08.008 · Cited by 1,580
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Bouncing forward: a resilience approach to dealing with COVID-19 and future systemic shocks
Hynes, W., Trump, B., Love, P., & Linkov, I. (2020) · Environment Systems and Decisions · doi:10.1007/s10669-020-09776-x · Cited by 626
Self-citationDigital technologies can enhance climate resilience of critical infrastructure
Argyroudis, S. A., Mitoulis, S. A., Chatzi, E., Baker, J. W., Brilakis, I., Gkoumas, K., Vousdoukas, M., Hynes, W., Carluccio, S., Keou, O., et al. (2022) · Climate Risk Management · doi:10.1016/j.crm.2021.100387 · Cited by 361
Self-citationFanzo, J., Haddad, L., Schneider, K. R., Béné, C., Covic, N. M., Guarin, A., Herforth, A. W., Herrero, M., Sumaila, U. R., Aburto, N. J., et al. (2021) · Food Policy · doi:10.1016/j.foodpol.2021.102163 · Cited by 341
Metadata
- Authors
- Ganin, A. A., Massaro, E., Gutfraind, A., Steen, N., Keisler, J. M., Kott, A., Mangoubi, R., & Linkov, I.
- Venue
- Scientific Reports
- Published
- 2016-01-19
- Volume
- 6
- Issue
- 1
- Pages
- 19540-19540
- ISSN
- 2045-2322 (ISSN-L)
- OpenAlex
- W2254046393
- Cited by
- 287
- References
- 42
- FWCI
- 44.85
- Type
- journal article
- Language
- en
- Open access
- gold
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- Ganin, A. A., Massaro, E., Gutfraind, A., Steen, N., Keisler, J. M., Kott, A., Mangoubi, R., & Linkov, I. (2016). Operational resilience: concepts, design and analysis. Scientific Reports. https://doi.org/10.1038/srep19540
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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.