Abstract
Information-Centric Networking (ICN) aims to distribute and retrieve the content by name. In this paper, we review and approve the feasible Ant Colony Optimization (ACO)-inspired ICN routing solutions, i.e., applying ACO to solve ICN routing problem. At first, some significant challenges with respect to ICN routing are analyzed, such as explosive increasing of Forwarding Information Base (FIB), retrieval of closest content copy, uniform distribution of content and mobility support. Then, the solutions inspired by biology feature and behavior is reviewed. In addition, a general design thought of ACO-inspired solution is presented. Finally, the feasibility of ACO-inspired ICN routing solution is evaluated.
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Xylomenos, G., Ververidis, C.N., Siris, V.A., Fotiou, N., Tsilopoulos, C., Vasilakos, X., Katsaros, K.V., Polyzos, G.C.: A survey of information-centric networking research. IEEE Commun. Surv. Tutor. 16(2), 1024–1049 (2014)
Koponen, T., Chawla, M., Chun, B., Ermolinskiy, A., Kim, K.H., Shenker, C., Stoica, I.: A data-oriented (and beyond) network architecture. In: ACM SIGCOMM, pp. 181–192. ACM Press, New York (2007)
Dannewitz, C., Golic, J., Ohlman, B., Ahlgren, B.: Secure naming for a network of information. In: IEEE INFOCOM, pp. 1–6. IEEE Press, New York (2010)
Carzaniga, A., Papalini, M., Wolf, A.L.: Content-based publish/subscribe networking and information-centric networking. In: ACM SIGCOMM, pp. 56–61. ACM Press, New York (2011)
Zhang, L., Afanasyev, A., Burke, J., Jacobson, V., Clay, K., Crowley, P., Papadopoulos, C., Wang, L., Zhang, B.: Named data networking. ACM Comput. Commun. Rev. 44(3), 66–73 (2014)
Ahlgren, B., Dannewitz, C., Imbrenda, C., Kutscher, D., Ohlman, B.: A survey of information-centric networking. IEEE Commun. Mag. 50(7), 26–36 (2012)
Wang, L., Hoque, A.K.M.M., Yi, C., Alyyan, A., Zhang, B.: OSPFN: An OSPF based routing protocol for named data networking. Technical Report NDN-0003, NDN Project (2012)
DiBenedetto, S., Papadopoulos, C., Massey, D.: Routing policies in named data networking. In: ACM SIGCOMM, pp. 38–43. ACM Press, New York (2011)
Hoque, A.K.M.M., Amin, S.O., Alyyan, A., Zhang, B., Zhang, L., Wang, L.: NLSR: Named-data link state routing protocol. In: ACM SIGCOMM, pp. 15–20. ACM Press, New York (2013)
Kurose, J.: Information-centric networking: the evolution from circuits to packets to content. Comput. Netw. 66, 112–120 (2014)
Gareth, T., Nishanth, S., Ruben, C.: A survey of mobility in information-centric networks. Commun. ACM 56(12), 90–98 (2013)
Roos, S., Wang, L., Strufe, T., Kangasharju, J.: Enhancing compact routing in CCN with prefix embedding and topology-aware hashing. In: ACM Workshop on Mobility in the Evolving Internet Architecture, pp. 49–54. ACM Press, New York (2014)
Lee, J., Kim, D., Jang, M.W., Lee, B.J.: Proxy-based mobility management scheme in mobile content centric networking environment. In: IEEE International Conference on Consumer Electronics, pp. 595–596. IEEE Press, New York (2011)
Kim, D., Kim, J., Kim, Y., Yoon, H., Yeom, I.: Mobility support in content centric networks. In: ACM ICN, pp. 13–18. ACM Press, New York (2012)
Lv, J., Wang, X., Huang, M., Li, F., Li, K., Cheng, H.: Accomplishing information consistency under OSPF in general networks. In: IEEE International Conference on Parallel and Distributed Systems, pp. 278–285. IEEE Press, New York (2016)
Dressler, F., Akan, O.B.: Bio-inspired networking: from theory to practice. IEEE Commun. Mag. 48(11), 176–183 (2010)
Dressler, F., Akan, O.B.: A survey on bio-inspired networking. Comput. Netw. 54(6), 881–900 (2010)
Dressler, F., Suda, T., Carreras, I., Murata, M., Crowcroft, J.: Guest editorial bio-inspired networking. IEEE J. Sel. Areas Commun. 28(4), 521–523 (2010)
Dixit, S., Sarma, A.: Advances in self-organizing networks. IEEE Commun. Mag. 43(7), 76–77 (2005)
Dixit, S., Sarma, A.: Self-organization in networks today. IEEE Commun. Mag. 43(8), 77–77 (2005)
Dorigo, M., Sttzle, T.: The ant colony optimization metaheuristic: algorithms, applications, and advances. In: Glover, F., Kochenberger, G.A. (eds.) Handbook of Metaheuristics. ISOR, vol. 57, pp. 250–285. Springer, Boston (2003). https://doi.org/10.1007/0-306-48056-5_9
Dorigo, M., Maniezzo, V., Colorni, A.: Ant system: optimization by a colony of cooperating agents. IEEE Trans. Syst. Man Cybern. Part B 26(1), 29–41 (1996)
Lv, J., Wang, X., Huang, M.: ACO-inspired ICN routing mechanims with mobility support. Appl. Soft Comput. 58, 427–440 (2017)
Hu, P., Chen, J.: Improved CCN routing based on the combination of genetic algorithm and ant colony optimization. In: International Conference on Computer Science and Network Technology, pp. 846–849. IEEE Press, New York (2013)
Eymann, J., Timm-Giel, A.: Multipath transmission in content centric networking using a probabilistic ant-routing mechanism. In: Pesch, D., Timm-Giel, A., Calvo, R.A., Wenning, B.-L., Pentikousis, K. (eds.) MONAMI 2013. LNICST, vol. 125, pp. 45–56. Springer, Cham (2013). https://doi.org/10.1007/978-3-319-04277-0_4
Li, C., Okamura, K., Liu, W.: Ant colony based forwarding method for content-centric networking. In: International Conference on Advanced Information Networking and Applications Workshops, pp. 306–311. IEEE Press, New York (2013)
Manome, S., Asaka, T.: Routing for content oriented networks using dynamic ant colony optimization. In: Asia-Pacific Symposium on Network Operations and Management, pp. 209–214. IEEE Press, New York (2015)
Huang, Q., Luo, F.: Ant colony optimization based QoS routing in named data networking. J. Comput. Methods Sci. Eng. 16(3), 1–12 (2016)
Lv, J., Wang, X., Huang, M.: Ant colony optimization inspired ICN routing with content concentration and similarity relation. IEEE Commun. Lett. 21(6), 1313–1316 (2017)
Lv, J., Wang, X., Ren, K., Huang, M., Li, K.: ACO-inspired information-centric networking routing mechanism. Comput. Netw. 126, 200–217 (2017)
Shanbhag, S., Schwan, N., Rimac, I., Varvello, M.: SoCCeR: services over content-centric routing. In: ACM ICN, pp. 62–67. ACM Press, New York (2011)
Acknowlegdment
This work is supported by the Major International (Regional) Joint Research Project of NSFC under Grant no. 71620107003, the National Natural Science Foundation of China under Grant no. 61572123, the Program for Liaoning Innovative Research Term in University under Grant No. LT2016007, and the MoE and China Mobile Joint Research Fund under no. MCM20160201.
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Zhang, Q., Wang, X., Huang, M., Lv, J. (2018). Information-Centric Networking Routing Challenges and Bio/ACO-Inspired Solution: A Review. In: Tan, Y., Shi, Y., Tang, Q. (eds) Advances in Swarm Intelligence. ICSI 2018. Lecture Notes in Computer Science(), vol 10941. Springer, Cham. https://doi.org/10.1007/978-3-319-93815-8_12
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DOI: https://doi.org/10.1007/978-3-319-93815-8_12
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