Abstract
Traditionally in cellular networks radio resources were only considered as a performance bottleneck. Therefore, a number of solutions were devised to only cater the radio resource allocation challenge. A similar trend has been followed for deriving solutions for network slicing as well in which only radio resources were sliced. However, the proliferation of end users and novel applications have also imposed limitations on other network resources such as backhaul and cache spaces. In this chapter, we would discuss two novel solutions which consider these resources along with the radio resources to build networking slices.
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References
Boyd, S., & Vandenberghe, L. (2004). Convex optimization. Cambridge: Cambridge University Press.
Deng, W., Lai, M.-J., Peng, Z., & Yin, W. (2017). Parallel multi-block ADMM with o(1/k) convergence. Journal of Scientific Computing, 71(2), 712–736.
Gale, D., & Shapley, L. S. (1962). College admissions and the stability of marriage. The American Mathematical Monthly, 69(1), 9–15.
Han, T., & Ansari, N. (2017). Network utility aware traffic load balancing in backhaul-constrained cache-enabled small cell networks with hybrid power supplies. IEEE Transactions on Mobile Computing, 16(10), 2819–2832.
Kuhn, H. W. (1955). The Hungarian method for the assignment problem. Naval Research Logistics Quarterly, 2(1–2), 83–97.
LeAnh, T., Tran, N. H., Ngo, D. T., & Hong, C. S. (2017). Resource allocation for virtualized wireless networks with backhaul constraints. IEEE Communications Letters, 21(1), 148–151.
Liang, C., & Yu, F. R. (2015). Wireless network virtualization: A survey, some research issues and challenges. IEEE Communications Surveys & Tutorials, 17(1), 358–380.
Nakao, A., Du, P., Kiriha, Y., Granelli, F., Gebremariam, A. A., Taleb, T., et al. (2017). End-to-end network slicing for 5G mobile networks. Journal of Information Processing, 25, 153–163.
Tseliou, G., Samdanis, K., Adelantado, F., Pérez, X. C., & Verikoukis, C. (2016). A capacity broker architecture and framework for multi-tenant support in LTE-A networks. In 2016 IEEE International Conference on Communications (ICC) (pp. 1–6). Piscataway: IEEE.
Vo, P. L., Nguyen, M. N. H., Le, T. A., & Tran, N. H. (2018). Slicing the edge: Resource allocation for RAN network slicing. IEEE Wireless Communications Letters, 7(6), 970–973.
Xu, Y., & Yin, W. (2013). A block coordinate descent method for regularized multiconvex optimization with applications to nonnegative tensor factorization and completion. SIAM Journal on Imaging Sciences, 6(3), 1758–1789.
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Kazmi, S.M.A., Khan, L.U., Tran, N.H., Hong, C.S. (2019). Network Slicing: Cache and Backhaul Resource Allocation. In: Network Slicing for 5G and Beyond Networks. Springer, Cham. https://doi.org/10.1007/978-3-030-16170-5_6
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DOI: https://doi.org/10.1007/978-3-030-16170-5_6
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