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Erschienen in: Wireless Networks 7/2014

01.10.2014

Primate-inspired adaptive routing in intermittently connected mobile communication systems

verfasst von: Qingquan Sun, Fei Hu, Yeqing Wu, Xinlin Huang

Erschienen in: Wireless Networks | Ausgabe 7/2014

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Abstract

An intermittently connected mobile ad hoc network is a special type of wireless mobile network without fully connected path between the source and destination most of the time. In some related works on mobility models, the missing realism of mobility model has been discussed. However, very few routing protocols based on realistic mobility models have been proposed so far. In this paper, we present a primate-inspired mobility model for intermittently connected mobile networks. Such a mobility model can represent and reflect the mobile features of humans. Traditional routing schemes in intermittently connected mobile networks fail to integrate the mobility model with routing strategy to fully utilize the mobility features. To overcome such a drawback, we propose a new routing scheme called primate-inspired adaptive routing protocol (PARP), which can utilize the features of the primate mobility to assist routing. Furthermore, our proposed protocol can determine the number of message copies and the routing strategy based on the walking length of the mobility model. The predictions of the walking lengths are implemented by a particle filter based algorithm. Our results demonstrate that PARP can achieve a better performance than a few typical routing protocols for intermittently connected mobile ad hoc networks.

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Literatur
1.
Zurück zum Zitat Alresaini, M., Sathiamoorthy, M., Krishnamachari, B., & Neely, M. J. (2012). Backpressure with adaptive redundancy (BWAR). In Proceedings of IEEE, INFOCOM, (pp. 2300–2308). IEEE. Alresaini, M., Sathiamoorthy, M., Krishnamachari, B., & Neely, M. J. (2012). Backpressure with adaptive redundancy (BWAR). In Proceedings of IEEE, INFOCOM, (pp. 2300–2308). IEEE.
2.
Zurück zum Zitat Ariyakhajorn, J., Wannawilai, P., & Sathitwiriyawong, C. (2006). A comparative study of random waypoint and Gauss–Markov mobility models in the performance evaluation of manet. In International Symposium on communications and information technologies, ISCIT’06 (pp. 894–899). IEEE. Ariyakhajorn, J., Wannawilai, P., & Sathitwiriyawong, C. (2006). A comparative study of random waypoint and Gauss–Markov mobility models in the performance evaluation of manet. In International Symposium on communications and information technologies, ISCIT’06 (pp. 894–899). IEEE.
3.
Zurück zum Zitat Atkinson, R. P. D., Rhodes, C. J., Macdonald, D. W., & Anderson, R. M. (2002). Scale-free dynamics in the movement patterns of jackals. Oikos, 98(1), 134–140.CrossRef Atkinson, R. P. D., Rhodes, C. J., Macdonald, D. W., & Anderson, R. M. (2002). Scale-free dynamics in the movement patterns of jackals. Oikos, 98(1), 134–140.CrossRef
4.
Zurück zum Zitat Bettstetter, C., Resta, G., & Santi, P. (2003). The node distribution of the random waypoint mobility model for wireless ad hoc networks. IEEE Transactions on Mobile Computing, 2(3), 257–269.CrossRef Bettstetter, C., Resta, G., & Santi, P. (2003). The node distribution of the random waypoint mobility model for wireless ad hoc networks. IEEE Transactions on Mobile Computing, 2(3), 257–269.CrossRef
5.
Zurück zum Zitat Chaintreau, A., Hui, P., Crowcroft, J., Diot, C., Gass, R., & Scott, J. (2007). Impact of human mobility on opportunistic forwarding algorithms. IEEE Transactions on Mobile Computing, 6(6), 606–620.CrossRef Chaintreau, A., Hui, P., Crowcroft, J., Diot, C., Gass, R., & Scott, J. (2007). Impact of human mobility on opportunistic forwarding algorithms. IEEE Transactions on Mobile Computing, 6(6), 606–620.CrossRef
6.
Zurück zum Zitat Chiang, K.-H., & Shenoy, N. (2004). A 2-d random-walk mobility model for location-management studies in wireless networks. IEEE Transactions on Vehicular Technology, 53(2), 413–424.CrossRef Chiang, K.-H., & Shenoy, N. (2004). A 2-d random-walk mobility model for location-management studies in wireless networks. IEEE Transactions on Vehicular Technology, 53(2), 413–424.CrossRef
7.
Zurück zum Zitat Dalu, S. S., Naskar, M. K., & Sarkar, C. K. (2008). Implementation of a topology control algorithm for manets using nomadic community mobility model. In IEEE Region 10 and the third international conference on industrial and information systems, ICIIS 2008 (pp. 1–5). IEEE. Dalu, S. S., Naskar, M. K., & Sarkar, C. K. (2008). Implementation of a topology control algorithm for manets using nomadic community mobility model. In IEEE Region 10 and the third international conference on industrial and information systems, ICIIS 2008 (pp. 1–5). IEEE.
8.
Zurück zum Zitat Doucet, A., et al. (2000). On sequential Monte Carlo sampling methods for Bayesian filtering. Statistics and computing, 10(3), 197–208. Doucet, A., et al. (2000). On sequential Monte Carlo sampling methods for Bayesian filtering. Statistics and computing, 10(3), 197–208.
9.
Zurück zum Zitat Dubois-Ferriere, H., Grossglauser, M., & Vetterli, M. (2003). Age matters: Efficient route discovery in mobile ad hoc networks using encounter ages. In Proceedings of the 4th ACM international Symposium on mobile ad hoc networking and computing (pp. 257–266). ACM. Dubois-Ferriere, H., Grossglauser, M., & Vetterli, M. (2003). Age matters: Efficient route discovery in mobile ad hoc networks using encounter ages. In Proceedings of the 4th ACM international Symposium on mobile ad hoc networking and computing (pp. 257–266). ACM.
10.
Zurück zum Zitat Dvir, A., & Vasilakos, A. V. (2010). Backpressure-based routing protocol for DTNs. ACM SIGCOMM Computer Communication Review, 40, 405–406. Dvir, A., & Vasilakos, A. V. (2010). Backpressure-based routing protocol for DTNs. ACM SIGCOMM Computer Communication Review, 40, 405–406.
11.
Zurück zum Zitat Ekici, E., Yaoyao, G., & Bozdag, D. (2006). Mobility-based communication in wireless sensor networks. IEEE Communications Magazine, 44(7), 56.CrossRef Ekici, E., Yaoyao, G., & Bozdag, D. (2006). Mobility-based communication in wireless sensor networks. IEEE Communications Magazine, 44(7), 56.CrossRef
12.
Zurück zum Zitat Fang, Y. (2003). Movement-based mobility management and trade off analysis for wireless mobile networks. IEEE Transactions on Computers, 52(6), 791–803.CrossRef Fang, Y. (2003). Movement-based mobility management and trade off analysis for wireless mobile networks. IEEE Transactions on Computers, 52(6), 791–803.CrossRef
13.
Zurück zum Zitat Gustafsson, F., Gunnarsson, F., Bergman, N., Forssell, U., Jansson, J., Karlsson, R., et al. (2002). Particle filters for positioning, navigation, and tracking. IEEE Transactions on Signal Processing, 50(2), 425–437.CrossRef Gustafsson, F., Gunnarsson, F., Bergman, N., Forssell, U., Jansson, J., Karlsson, R., et al. (2002). Particle filters for positioning, navigation, and tracking. IEEE Transactions on Signal Processing, 50(2), 425–437.CrossRef
14.
Zurück zum Zitat Hong, X., Gerla, M., Pei, G., & Chiang, C.-C. (1999). A group mobility model for ad hoc wireless networks. In Proceedings of the 2nd ACM international workshop on modeling, analysis and simulation of wireless and mobile systems (pp. 53–60). ACM. Hong, X., Gerla, M., Pei, G., & Chiang, C.-C. (1999). A group mobility model for ad hoc wireless networks. In Proceedings of the 2nd ACM international workshop on modeling, analysis and simulation of wireless and mobile systems (pp. 53–60). ACM.
15.
Zurück zum Zitat Hsu, W., Spyropoulos, T., Psounis, K., & Helmy, A. (2007). Modeling time-variant user mobility in wireless mobile networks. In 26th IEEE international conference on computer communications INFOCOM 2007 (pp. 758–766). IEEE. Hsu, W., Spyropoulos, T., Psounis, K., & Helmy, A. (2007). Modeling time-variant user mobility in wireless mobile networks. In 26th IEEE international conference on computer communications INFOCOM 2007 (pp. 758–766). IEEE.
16.
Zurück zum Zitat Hwang, D., & Kim, D. (2008). DFR: Directional flooding-based routing protocol for underwater sensor networks. In OCEANS 2008 (pp. 1–7). IEEE. Hwang, D., & Kim, D. (2008). DFR: Directional flooding-based routing protocol for underwater sensor networks. In OCEANS 2008 (pp. 1–7). IEEE.
17.
Zurück zum Zitat Juang, P., Oki, H., Wang, Y., Martonosi, M., Peh, L. S., & Rubenstein, D. (2002). Energy-efficient computing for wildlife tracking: Design tradeoffs and early experiences with zebranet. In ACM Sigplan Notices (Vol. 37, pp. 96–107). ACM. Juang, P., Oki, H., Wang, Y., Martonosi, M., Peh, L. S., & Rubenstein, D. (2002). Energy-efficient computing for wildlife tracking: Design tradeoffs and early experiences with zebranet. In ACM Sigplan Notices (Vol. 37, pp. 96–107). ACM.
18.
Zurück zum Zitat Leguay, J., Friedman, T., & Conan, V. (2005). DTN routing in a mobility pattern space. In Proceedings of the 2005 ACM SIGCOMM workshop on delay-tolerant networking (pp. 276–283). ACM. Leguay, J., Friedman, T., & Conan, V. (2005). DTN routing in a mobility pattern space. In Proceedings of the 2005 ACM SIGCOMM workshop on delay-tolerant networking (pp. 276–283). ACM.
19.
Zurück zum Zitat Li, Z., & Shen, H. (2008). Probabilistic routing with multi-copies in delay tolerant networks. In 28th international conference on distributed computing systems workshops, ICDCS’08 (pp. 471–476). IEEE. Li, Z., & Shen, H. (2008). Probabilistic routing with multi-copies in delay tolerant networks. In 28th international conference on distributed computing systems workshops, ICDCS’08 (pp. 471–476). IEEE.
20.
Zurück zum Zitat Lin, Y., Li, B., & Liang, B. (2008). Stochastic analysis of network coding in epidemic routing. IEEE Journal on Selected Areas in Communications, 26(5), 794–808.CrossRef Lin, Y., Li, B., & Liang, B. (2008). Stochastic analysis of network coding in epidemic routing. IEEE Journal on Selected Areas in Communications, 26(5), 794–808.CrossRef
21.
Zurück zum Zitat Lindgren, A., Doria, A., & Schelén, O. (2003). Probabilistic routing in intermittently connected networks. ACM SIGMOBILE Mobile Computing and Communications Review, 7(3), 19–20.CrossRef Lindgren, A., Doria, A., & Schelén, O. (2003). Probabilistic routing in intermittently connected networks. ACM SIGMOBILE Mobile Computing and Communications Review, 7(3), 19–20.CrossRef
22.
Zurück zum Zitat Liu, Y., Xiong, N., Zhao, Y., Vasilakos, A. V., Gao, J., & Jia, Y. (2010). Multi-layer clustering routing algorithm for wireless vehicular sensor networks. IET Communications, 4(7), 810–816.CrossRef Liu, Y., Xiong, N., Zhao, Y., Vasilakos, A. V., Gao, J., & Jia, Y. (2010). Multi-layer clustering routing algorithm for wireless vehicular sensor networks. IET Communications, 4(7), 810–816.CrossRef
23.
Zurück zum Zitat Mathurapoj, A., Pornavalai, C., & Chakraborty, G. (2009). Fuzzy-spray: Efficient routing in delay tolerant ad-hoc network based on fuzzy decision mechanism. In IEEE international conference on fuzzy systems, FUZZ-IEEE 2009 (pp. 104–109). IEEE. Mathurapoj, A., Pornavalai, C., & Chakraborty, G. (2009). Fuzzy-spray: Efficient routing in delay tolerant ad-hoc network based on fuzzy decision mechanism. In IEEE international conference on fuzzy systems, FUZZ-IEEE 2009 (pp. 104–109). IEEE.
24.
Zurück zum Zitat Musolesi, M., & Mascolo, C. (2006). A community based mobility model for ad hoc network research. In Proceedings of the 2nd international workshop on multi-hop ad hoc networks: From theory to reality (pp. 31–38). ACM. Musolesi, M., & Mascolo, C. (2006). A community based mobility model for ad hoc network research. In Proceedings of the 2nd international workshop on multi-hop ad hoc networks: From theory to reality (pp. 31–38). ACM.
25.
Zurück zum Zitat Psounis, K., & Raghavendra, C. S. (2004). Multiple-copy routing in intermittently connected mobile networks. Technical report CENG-2004-12, USC. Psounis, K., & Raghavendra, C. S. (2004). Multiple-copy routing in intermittently connected mobile networks. Technical report CENG-2004-12, USC.
26.
Zurück zum Zitat Ramanathan, R., & Steenstrup, M. (1998). Hierarchically-organized, multihop mobile wireless networks for quality-of-service support. Mobile Networks and Applications, 3(1), 101–119.CrossRef Ramanathan, R., & Steenstrup, M. (1998). Hierarchically-organized, multihop mobile wireless networks for quality-of-service support. Mobile Networks and Applications, 3(1), 101–119.CrossRef
27.
Zurück zum Zitat Ramjee, R., Varadhan, K., Salgarelli, L., Thuel, S. R., Wang, S.-Y., & La Porta, T. (2002). Hawaii: A domain-based approach for supporting mobility in wide-area wireless networks. IEEE/ACM Transactions on Networking, 10(3), 396–410.CrossRef Ramjee, R., Varadhan, K., Salgarelli, L., Thuel, S. R., Wang, S.-Y., & La Porta, T. (2002). Hawaii: A domain-based approach for supporting mobility in wide-area wireless networks. IEEE/ACM Transactions on Networking, 10(3), 396–410.CrossRef
28.
Zurück zum Zitat Rhee, I., Shin, M., Hong, S., Lee, K., Kim, S. J., & Chong, S. (2011). On the levy-walk nature of human mobility. IEEE/ACM Transactions on Networking (TON), 19(3), 630–643.CrossRef Rhee, I., Shin, M., Hong, S., Lee, K., Kim, S. J., & Chong, S. (2011). On the levy-walk nature of human mobility. IEEE/ACM Transactions on Networking (TON), 19(3), 630–643.CrossRef
29.
Zurück zum Zitat Sánchez, M., & Manzoni, P. (2001). Anejos: A java based simulator for ad hoc networks. Future Generation Computer Systems, 17(5), 573–583.CrossRef Sánchez, M., & Manzoni, P. (2001). Anejos: A java based simulator for ad hoc networks. Future Generation Computer Systems, 17(5), 573–583.CrossRef
30.
Zurück zum Zitat Sasson, Y., Cavin, D., & Schiper, A. (2003). Probabilistic broadcast for flooding in wireless mobile ad hoc networks. In Wireless communications and networking, WCNC 2003 (Vol. 2, pp. 1124–1130). IEEE. Sasson, Y., Cavin, D., & Schiper, A. (2003). Probabilistic broadcast for flooding in wireless mobile ad hoc networks. In Wireless communications and networking, WCNC 2003 (Vol. 2, pp. 1124–1130). IEEE.
31.
Zurück zum Zitat Shah, R. C., Roy, S., Jain, S., & Brunette, W. (2003). Data mules: Modeling and analysis of a three-tier architecture for sparse sensor networks. Ad Hoc Networks, 1(2), 215–233.CrossRef Shah, R. C., Roy, S., Jain, S., & Brunette, W. (2003). Data mules: Modeling and analysis of a three-tier architecture for sparse sensor networks. Ad Hoc Networks, 1(2), 215–233.CrossRef
32.
Zurück zum Zitat Shin, M., Hong, S., & Rhee, I. (2008). DTN routing strategies using optimal search patterns. In Proceedings of the third ACM workshop on challenged networks (pp. 27–32). ACM. Shin, M., Hong, S., & Rhee, I. (2008). DTN routing strategies using optimal search patterns. In Proceedings of the third ACM workshop on challenged networks (pp. 27–32). ACM.
33.
Zurück zum Zitat Shlesinger, M. F., Klafter, J., & Wong, Y. M. (1982). Random walks with infinite spatial and temporal moments. Journal of Statistical Physics, 27(3), 499–512.MathSciNetCrossRefMATH Shlesinger, M. F., Klafter, J., & Wong, Y. M. (1982). Random walks with infinite spatial and temporal moments. Journal of Statistical Physics, 27(3), 499–512.MathSciNetCrossRefMATH
34.
Zurück zum Zitat Spyropoulos, T., Psounis, K., & Raghavendra, C. S. (2004). Single-copy routing in intermittently connected mobile networks. In First annual IEEE communications society conference on sensor and ad hoc communications and networks, IEEE SECON 2004 (pp. 235–244). IEEE. Spyropoulos, T., Psounis, K., & Raghavendra, C. S. (2004). Single-copy routing in intermittently connected mobile networks. In First annual IEEE communications society conference on sensor and ad hoc communications and networks, IEEE SECON 2004 (pp. 235–244). IEEE.
35.
Zurück zum Zitat Spyropoulos, T., Psounis, K., & Raghavendra, C. S. (2007). Spray and focus: Efficient mobility-assisted routing for heterogeneous and correlated mobility. In Fifth annual IEEE international conference on pervasive computing and communications workshops, PerCom Workshops’ 07 (pp. 79–85). IEEE. Spyropoulos, T., Psounis, K., & Raghavendra, C. S. (2007). Spray and focus: Efficient mobility-assisted routing for heterogeneous and correlated mobility. In Fifth annual IEEE international conference on pervasive computing and communications workshops, PerCom Workshops’ 07 (pp. 79–85). IEEE.
36.
Zurück zum Zitat Spyropoulos, T., Psounis, K., & Raghavendra, C. S. (2008). Efficient routing in intermittently connected mobile networks: The multiple-copy case. IEEE/ACM Transactions on Networking, 16(1), 77–90.CrossRef Spyropoulos, T., Psounis, K., & Raghavendra, C. S. (2008). Efficient routing in intermittently connected mobile networks: The multiple-copy case. IEEE/ACM Transactions on Networking, 16(1), 77–90.CrossRef
37.
Zurück zum Zitat Spyropoulos, T., Psounis, K., & Raghavendra, C. S. (2008). Efficient routing in intermittently connected mobile networks: The single-copy case. IEEE/ACM Transactions on Networking (TON), 16(1), 63–76.CrossRef Spyropoulos, T., Psounis, K., & Raghavendra, C. S. (2008). Efficient routing in intermittently connected mobile networks: The single-copy case. IEEE/ACM Transactions on Networking (TON), 16(1), 63–76.CrossRef
38.
Zurück zum Zitat Spyropoulos, T., Rais, R. N., Turletti, T., Obraczka, K., & Vasilakos, A. (2010). Routing for disruption tolerant networks: Taxonomy and design. Wireless Networks, 16(8), 2349–2370.CrossRef Spyropoulos, T., Rais, R. N., Turletti, T., Obraczka, K., & Vasilakos, A. (2010). Routing for disruption tolerant networks: Taxonomy and design. Wireless Networks, 16(8), 2349–2370.CrossRef
39.
Zurück zum Zitat Vahdat, A., Becker, D., et al. (2000) Epidemic routing for partially connected ad hoc networks. Technical report. Vahdat, A., Becker, D., et al. (2000) Epidemic routing for partially connected ad hoc networks. Technical report.
40.
Zurück zum Zitat Vahdat, A., Becker, D., et al. (2000). Epidemic routing for partially connected ad hoc networks. Technical report CS-200006, Duke University. Vahdat, A., Becker, D., et al. (2000). Epidemic routing for partially connected ad hoc networks. Technical report CS-200006, Duke University.
41.
Zurück zum Zitat Viswanathan, G. M., Afanasyev, V., Buldyrev, S. V., Murphy, E. J., Prince, P. A., & Stanley, H. E. (1996). Lévy flight search patterns of wandering albatrosses. Nature, 381(6581), 413–415.CrossRef Viswanathan, G. M., Afanasyev, V., Buldyrev, S. V., Murphy, E. J., Prince, P. A., & Stanley, H. E. (1996). Lévy flight search patterns of wandering albatrosses. Nature, 381(6581), 413–415.CrossRef
42.
Zurück zum Zitat Vo, B.-N., Singh, S., & Doucet, A. (2005). Sequential monte carlo methods for multitarget filtering with random finite sets. IEEE Transactions on Aerospace and Electronic Systems, 41(4), 1224–1245.CrossRef Vo, B.-N., Singh, S., & Doucet, A. (2005). Sequential monte carlo methods for multitarget filtering with random finite sets. IEEE Transactions on Aerospace and Electronic Systems, 41(4), 1224–1245.CrossRef
43.
Zurück zum Zitat Xue, J., Fan, X., Cao, Y., Fang, J., & Li, J. (2009). Spray and wait routing based on average delivery probability in delay tolerant network. In International conference on networks security, wireless communications and trusted computing, NSWCTC’09 (Vol. 2, pp. 500–502). IEEE. Xue, J., Fan, X., Cao, Y., Fang, J., & Li, J. (2009). Spray and wait routing based on average delivery probability in delay tolerant network. In International conference on networks security, wireless communications and trusted computing, NSWCTC’09 (Vol. 2, pp. 500–502). IEEE.
44.
Zurück zum Zitat Yang, J., & Fei, Z. (2010). Hdar: Hole detection and adaptive geographic routing for ad hoc networks. In International conference on computer communications and networks, ICCCN'10 (pp. 1–6). IEEE. Yang, J., & Fei, Z. (2010). Hdar: Hole detection and adaptive geographic routing for ad hoc networks. In International conference on computer communications and networks, ICCCN'10 (pp. 1–6). IEEE.
45.
Zurück zum Zitat Yang, J., & Fei, Z. (2013). Broadcasting with prediction and selective forwarding in vehicular networks. International Journal of Distributed Sensor Networks. doi:10.1155/2013/309041. Yang, J., & Fei, Z. (2013). Broadcasting with prediction and selective forwarding in vehicular networks. International Journal of Distributed Sensor Networks. doi:10.​1155/​2013/​309041.
46.
Zurück zum Zitat Yuan, S., Zhu, Y., Wu, X., & Zeng, M. (2008). Mobility assisted routing strategy (MARS) for hybrid ad hoc networks. In Wireless communications and mobile computing conference, IWCMC’08 (pp. 292–297). IEEE. Yuan, S., Zhu, Y., Wu, X., & Zeng, M. (2008). Mobility assisted routing strategy (MARS) for hybrid ad hoc networks. In Wireless communications and mobile computing conference, IWCMC’08 (pp. 292–297). IEEE.
47.
Zurück zum Zitat Zeng, Y., Xiang, K., Li, D., & Vasilakos, A. V. (2013). Directional routing and scheduling for green vehicular delay tolerant networks. Wireless Networks, 19(2), 161–173.CrossRef Zeng, Y., Xiang, K., Li, D., & Vasilakos, A. V. (2013). Directional routing and scheduling for green vehicular delay tolerant networks. Wireless Networks, 19(2), 161–173.CrossRef
48.
Zurück zum Zitat Zhang, X., Neglia, G., Kurose, J., & Towsley, D. (2007). Performance modeling of epidemic routing. Computer Networks, 51(10), 2867–2891.CrossRefMATH Zhang, X., Neglia, G., Kurose, J., & Towsley, D. (2007). Performance modeling of epidemic routing. Computer Networks, 51(10), 2867–2891.CrossRefMATH
49.
Zurück zum Zitat Zhang, Y., & Fromherz, M. (2006). A robust and efficient flooding-based routing for wireless sensor networks. Journal of Interconnection Networks, 7(04), 549–568.CrossRef Zhang, Y., & Fromherz, M. (2006). A robust and efficient flooding-based routing for wireless sensor networks. Journal of Interconnection Networks, 7(04), 549–568.CrossRef
Metadaten
Titel
Primate-inspired adaptive routing in intermittently connected mobile communication systems
verfasst von
Qingquan Sun
Fei Hu
Yeqing Wu
Xinlin Huang
Publikationsdatum
01.10.2014
Verlag
Springer US
Erschienen in
Wireless Networks / Ausgabe 7/2014
Print ISSN: 1022-0038
Elektronische ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-014-0719-9

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