Abstract
The increased capacity needs, primarily driven by content distribution, and the vision of Internet-of-Things with billions of connected devices pose radically new demands on future wireless and mobile systems. In general the increased diversity and scale result in complex resource management and optimization problems in both radio access networks and the wired core network infrastructure. We summarize results in this area from a collaborative Sino-Swedish project within IMT Advanced and Beyond, covering adaptive radio resource management, energy-aware routing, OpenFlow-based network virtualization, data center networking, and access network caching for TV on demand.
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Viswanath P, Tse D N C, Laroia R. Opportunistic beamforming using dumb antennas. IEEE Trans Inf Theory, 2002, 48: 1277–1294
Hassibi B, Marzetta T L. Multiple-antennas and isotropically random unitary inputs: the received signal density in closed form. IEEE Trans Inf Theory, 2002, 48: 1473–1484
Sharif M, Hassibi B. On the capacity of MIMO broadcast channels with partial side information. IEEE Trans Inf Theory, 2005, 51: 506–522
Spencer Q H, Swindlehurst A L, Haardt M. Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels. IEEE Trans Signal Process, 2004, 52: 461–471
Lin S, Ho WWL, Liang Y C. Block-diagonal geometric mean decomposition (BD-GMD) for multiuser MIMO broadcast channels. In: The 17th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Helsiniki, 2006. 1–5
Boccardi F, Huang H, Trivellato M. Multiuser eigenmode transmission for MIMO broadcast channels with limited feedback. In: IEEE 8th Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2007), Helsiniki, 2007. 1–5
Tan L, Su G, Zhu G X, et al. Adaptive proportional fair scheduling based on opportunistic beamforming for MIMO systems. In: 5th International Conference on Wireless Communications, Networking and Mobile Computing, Beijing, 2009. 1–4
Su G, Wang L, Tan L, et al. An efficient scheduling scheme based on MET for MIMO systems. Int J Wirel Mob Comput, in press
Zhan Q, Zhu G X, Tan L, et al. A novel dynamic proportional fair scheduling based on block diagonal geometric mean decomposition. J Netw, 2011, 6: 71–79
Su G, Liu Y X, Tan L, et al. Analysis of adaptive proportional fair scheduling method on BDGMD scheme for MIMO systems. Int J Wirel Mob Comput, in press
Vasic N, Kostić D. Energy-aware traffic engineering. In: 1st International Conference on Energy-Efficient Computing and Networking, Passau, 2010. 169–178
Applegate D, Cohen E. Making intra-domain routing robust to changing and uncertain traffic demands: Understanding fundamental tradeoffs. In: ACM SIGCOMM, Karlsruhe, 2003. 313–324
Zhang M, Yi C, Liu B, et al. GreenTE: Power-aware traffic engineering. In: IEEE ICNP, Kyoto, 2010. 21–30
Moy J. OSPF version 2. IETF RFC 2328, 1998. Available: http://tools.ietf.org/html/rfc2328.txt
Xu K, Liu H, Liu J, et al. One more weight is enough: Toward the optimal traffic engineering with OSPF. In: IEEE ICDCS, Minneapolis, 2011. 836–846
Xu K, Liu H, Liu J, et al. LBMP: A logarithm-barrierbased multipath protocol for internet traffic management. IEEE Trans Parallel Distrib Syst, 2011, 22: 456–470
Zhang Y. Abilene TM. (2004-10-18). Available: http://www.cs.utexas.edu/yzhang/research/AbileneTM/
Turner J S, Taylor D E. Diversifying the Internet. In: Global Telecommunications Conference, St. Louis, 2005. 755–760
McKeown N, Anderson T, Balakrishnan H, et al. OpenFlow: Enabling Innovation in Campus Networks. SIGCOMM Comput Commun Rev, 2008, 38: 69–74
Chowdhury N M M K, Boutaba R. Network Virtualization: State of the Art and Research Challenges. IEEE Commun Mag, 2009, 47: 20–26
Szegedi P, Figuerola S, Campanella M, et al. With Evolution for Revolution: Managing FEDERICA for Future Internet Research. IEEE Commun Mag, 2009, 47: 34–39
Turner J S. A proposed architecture for the GENI backbone platform. In: Proceedings of the 2006 ACM/IEEE symposium on Architecture for networking and communications systems, New York, 2006. 1–10
Harai H. Designing new-generation network: Overview of AKARI architecture design. In: Asia Communications and Photonics Conference and Exhibition, Shanghai, 2009. 1–2
Yap K K, Huang T Y, Dodson B, et al. Towards software-friendly networks. In: Proceedings of the 1st ACM Asia-Pacific Workshop on Systems, New York, 2010. 49–54
Sherwood R, Chan M, Covington A, et al. Carving research slices out of your production networks with OpenFlow. SIGCOMM Comput Commun Rev, 2010, 40: 129–130
Bianco A, Birke R, Giraudo L, et al. OpenFlow switching: data plane performance. In: IEEE International Conference on Communications (ICC), Cape Town, 2010. 1–5
Naous J, Erickson D, Covington G A, et al. Implementing an OpenFlow switch on the NetFPGA platform. In: Proceedings of the 4th ACM/IEEE Symposium on Architectures for Networking and Communications Systems, New York, 2009. 1–9
Luo Y, Cascon P, Murray E, et al. Accelerating openflow switching with network processors. In: Proceedings of the 5th ACM/IEEE Symposium on Architectures for Networking and Communications Systems, New York, 2009. 70–71
Tanyingyong V, Hidell M, Sjödin P. Improving PC-based OpenFlow switching performance. In: Proceedings of the 6th ACM/IEEE Symposium on Architectures for Networking and Communications Systems, New York, 2010. 1–13
Tanyingyong V, Hidell M, Sjödin P. Offloading packet processing in a combined router/server. In: 7th Swedish National Computer Networking Workshop, Linköping, 2011. 34–37
Tanyingyong V, Hidell M, Södin P. Using hardware classification to improve PC-based OpenFlow switching. In: IEEE 12th International Conference on High Performance Switching and Routing (HPSR), Cartagena, 2011. 215–221
Tanyingyong V, Hidell M, Södin P. Improving performance in a combined router/server. In: IEEE 13th International Conference on High Performance Switching and Routing (HPSR), Belgrade, 2012. 52–58
Guo C, Wu H, Tan K, et al. DCell: A scalable and fault-tolerant network structure for data centers. In: Proceedings of ACM SIGCOMM, Seattle, 2008. 75–86
Al-Fares M, Loukissas A, Vahdat A. A scalable, commodity data center network architecture. In: Proceedings of ACM SIGCOMM, Seattle, 2008. 63–74
Mysore R, Pamboris A, Farrington N, et al. PortLand: A scalable fault-tolerant layer 2 data center network fabric. In: Proceedings of ACM SIGCOMM, Barcelona, 2009. 39–50
Greenberg A, Hamilton J, Jain N, et al. VL2: A scalable and flexible data center network. In: Proceedings of ACM SIGCOMM, Barcelona, 2009. 51–62
Kandula S, Padhye J, Bahl P. Flyways to de-congest data center network. In: Proceedings of HotNets, New York City, 2009. 1–6
Wang G, Andersen D, Kaminsky M, et al. c-Through: Part-time optics in data centers. In: Proceedings of ACM SIGCOMM, New Delhi, 2010. 327–338
Li D, Guo C, Wu H, et al. Scalable and cost-effective interconnection of data center servers using dual server ports. IEEE/ACM Trans Netw, 2011, 19: 102–114
Guo C, Lu G, Li D, et al. BCube: A high performance, server-centric network architecture for modular data centers. In: Proceedings of ACM SIGCOMM, Barcelona, 2009. 63–74
Wu H, Lu G, Li D, et al. MDCube: A high performance network structure for modular data center interconnection. In: Procedings of ACM SIGCOMM CoNEXT, Barcelona, 2009. 126–138
Greenberg A, Hamilton J, Maltz D, et al. The cost of a cloud: Research problems in data center networks. ACM SIGCOMM Comput Commun Rev, 2009, 39: 68–73
Lu G, Guo C, Li Y, et al. ServerSwitch: A programmable and high performance platform for data center networks. In: Proceedings of NSDI, Boston, 2011. 15–28
Wang J. A survey of web caching schemes for the Internet. ACM SIGCOMM Comput Commun Rev, 1999, 29: 36–46
Liu J C, Xu J L. Proxy caching for media streaming over the Internet. IEEE Commun Mag, 2004, 42: 88–94
Borst S, Gupta V, Walid A. Distributed caching algorithms for content distribution networks. In: Proceedings of INFOCOM10, San Diego, 2010. 1–9
Abrahamsson H, Börkman M. Simulation of IPTV caching strategies. In: Proceedings of SPECTS10, Ottawa, 2010. 187–193
Abrahamsson H, Börkman M. Caching for IPTV distribution with time-shift. In: International Conference on Computing, Networking & Communications, San Diego, 2013
Ahlgren B, Dannewitz C, Imbrenda C, et al. A survey of informationcentric networking. IEEE Commun Mag, 2012, 50: 26–36
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Su, G., Hidell, M., Abrahamsson, H. et al. Resource management in radio access and IP-based core networks for IMT Advanced and Beyond. Sci. China Inf. Sci. 56, 1–16 (2013). https://doi.org/10.1007/s11432-012-4777-2
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DOI: https://doi.org/10.1007/s11432-012-4777-2