Abstract
Complex networks have gained much attention in the past 20 years, with thousands of publications due to their broad interest and applicability. Studies initially focused on the functionality of isolated single networks. However, crucial communication systems, infrastructure networks and others are usually coupled together and can be modeled as interdependent networks, hence, since 2010 the focus has shifted to the study of the more general and realistic case of coupled networks, called Networks of Networks (NON). Due to interdependencies between the networks, NON can suffer from cascading failures leading to abrupt catastrophic collapse. In this review, using the perspective of statistical physics and network science, we will mainly discuss recent progress in understanding the robustness of NON having cascading failures features that are realistic for infrastructure networks. We also discuss in this review strategies of protecting and repairing NON.
| Original language | English |
|---|---|
| Article number | 101266 |
| Journal | International Journal of Disaster Risk Reduction |
| Volume | 40 |
| DOIs | |
| State | Published - Nov 2019 |
Bibliographical note
Publisher Copyright:© 2019 Elsevier Ltd
Funding
This work was partly supported by the Israel Ministry of Science and Technology with the Italian Ministry of Foreign Affairs , the Israel Ministry of Foreign Affairs with the Japan Science Foundation, the Israel Science Foundation , the Office of Naval Research Global , Defense Threat Reduction Agency Grant HDTRA-1-10-1- 0014 , the Army Research Office , the Binational Science Foundation with the National Science Foundation , and the Bar-Ilan University Center for Cybersecurity and Applied Cryptography project of Guangdong department , No. 2015KQNCX088 , No. 2017KZDXM054 . YH is supported by the NSFC , Grants No. U1711265 and No. 61773412 . This work was partly supported by the Israel Ministry of Science and Technology with the Italian Ministry of Foreign Affairs, the Israel Ministry of Foreign Affairs with the Japan Science Foundation, the Israel Science Foundation, the Office of Naval Research Global, Defense Threat Reduction Agency Grant HDTRA-1-10-1- 0014, the Army Research Office, the Binational Science Foundation with the National Science Foundation, and the Bar-Ilan University Center for Cybersecurity and Applied Cryptography project of Guangdong department, No. 2015KQNCX088, No. 2017KZDXM054. YH is supported by the NSFC, Grants No. U1711265 and No. 61773412.
| Funders | Funder number |
|---|---|
| Bar-Ilan University Center for Cybersecurity and Applied Cryptography project of Guangdong department | |
| Israel Ministry of Science and Technology | |
| Japan Science Foundation | |
| National Science Foundation | |
| Army Research Office | |
| Defense Threat Reduction Agency | HDTRA-1-10-1- 0014 |
| Office of Naval Research Global | |
| Japan Health Sciences Foundation | |
| United States-Israel Binational Science Foundation | |
| National Natural Science Foundation of China | 61773412, U1711265 |
| Israel Science Foundation | |
| Ministry for Foreign Affairs | |
| Ministry of science and technology, Israel | |
| National Science Foundation | |
| Center for Research in Applied Cryptography and Cyber Security, Bar-Ilan University | 2015KQNCX088, 2017KZDXM054 |
Keywords
- Cascading failures
- Degree-correlations
- Intersimilarity
- Modularity structure
- Network of networks (NON)
- Protection
- Spatially-embedded networks
- Spontaneous recovery
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