Telecommunications Science ›› 2020, Vol. 36 ›› Issue (10): 12-20.doi: 10.11959/j.issn.1000-0801.2020285
• Topic:Intelligent Communication Technology • Previous Articles Next Articles
Fei GUI,Yang CHENG,Dan LI,Sihong HONG
Revised:
2020-10-10
Online:
2020-10-20
Published:
2020-11-07
Supported by:
CLC Number:
Fei GUI,Yang CHENG,Dan LI,Sihong HONG. Internet intelligent routing architecture and algorithm[J]. Telecommunications Science, 2020, 36(10): 12-20.
[1] | BOGLE J , BHATIA N , GHOBADI M ,et al. TEAVAR:striking the right utilization-availability balance in WAN traffic engineering[C]// Proceedings of the ACM Special Interest Group on Data Communication. New York:ACM Press, 2019: 29-43. |
[2] | HONG C Y , KANDULA S , MAHAJAN R ,et al. Achieving high utilization with software-driven wan[C]// Proceedings of 2013 ACM SIGCOMM Computer Communication Review. New York:ACM Press, 2013. |
[3] | KUMAR P , YUAN Y , YU C ,et al. Semi-oblivious traffic engineering:the road not taken[C]// Proceedings of 15th USENIX Symposium on Networked Systems Design and Implementation (NSDI 18).[S.l.:s.n]. 2018. |
[4] | IETF. Analysis of an equal-cost multi-path algorithm:RFC 2992[S]. 2000. |
[5] | FORTZ B , THORUP M . Internet traffic engineering by optimizing OSPF weights[C]// Proceedings of IEEE INFOCOM’ 2000. Piscataway:IEEE Press, 2000. |
[6] | APPLEGATE D , COHEN E . Making routing robust to changing traffic demands:algorithms and evaluation[J]. IEEE/ACM Transactions on Networking (TON), 2006,14(6): 1193-1206. |
[7] | HAO W , XIE H Y , QIU L L ,et al. COPE:traffic engineering in dynamic networks[C]// Proceedings of 2006 Conference on Applications,Technologies,Architectures,and Protocols for Computer Communications.[S.l.:s.n]. 2006. |
[8] | ZHANG Y C , TIAN Y , WANG W D ,et al. Federated routing scheme for largescale domain network[C]// Proceedings of IEEE International Conference on Computer Communications poster (Infocom’2020). Piscataway:IEEE Press, 2020. |
[9] | FONTUGNE R , ABRY P , FUKUDA K ,et al. Scaling in internet traffic:a 14 year and 3 day longitudinal study[J]. ACM Transaction on Networking, 2017 |
[10] | XenaNetworks.Microburst[R]. 2019. |
[11] | JIANG H , DOVROLIS C . Why is the internet traffic bursty in short time scales?[C]// Proceedings of Sigmetric. New York:ACM Press, 2005. |
[12] | KAPOOR R , SNOEREN A C , VOELKER G M ,et al. Bullettrains:a study of NIC burst behavior at microsecond timescales[C]// Proceedings of 9 th ACM Conference on Emerging Networking Experiments & Technologies. New York:ACM Press, 2013. |
[13] | HUANG Q , LEE P C , BAO Y G . SketchLearn:relieving user burdens in approximate measurement with automated statistical inference[C]// Proceedings of ACM SIGCOMM 2018. New York:ACM Press, 2018. |
[14] | HUANG Q , SUN H F , LEE P C ,et al. OmniMon:re-architecting network telemetry with resource efficiency and full accuracy[C]// Proceedings of ACM SIGCOMM 2020. New York:ACM Press, 2020. |
[15] | CHEN X , HUANG Q , ZHANG D ,et al. ApproSync:approximate state synchronization for programmable networks[C]// Proceedings of IEEE ICNP 2020. Piscataway:IEEE Press, 2020. |
[16] | CHEN X , LIU H Y , HUANG Q ,et al. SPEED:scalable and high-performance deployment for data plane programs[C]// Proceedings of IEEE ICNP 2020. Piscataway:IEEE Press, 2020. |
[17] | SRIKANTH K , PADHYE J , BAHL V . Flyways to De-Congest data center networks[C]// Proceedings of Hotnet 2009.[S.l.:s.n]. 2009. |
[18] | LIU X , SRIDHARAN A , MACHIRAJU S ,et al. Experiences in a 3G network:interplay between the wireless channel and applications[C]// Proceedings of ACM International Conference on Mobile Computing & Networking. New York:ACM Press, 2008. |
[19] | BENSON T , ANAND A , AKELLA A ,et al. MicroTE:fine grained traffic engineering for data centers[C]// Proceedings the Seventh Conference on emerging Networking Experiments and Technologies 2011.[S.l.:s.n]. 2011. |
[20] | VALADARSKY A , SCHAPIRA M , SHAHAF D ,et al. Learning to route[C]// Proceedings of the 16th ACM Workshop on Hot Topics in Networks. New York:ACM Press, 2017. |
[21] | BOYAN J A , LITTMAN M L . Packet routing in dynamically changing networks:A reinforcement learning approach[C]// Proceedings of the 6th International Conference on Neural Information Processing Systems 1993. New York:ACM Press, 1994. |
[22] | PINYOANUNTAPONG P , LEE M , WANG P . Delay-optimal traffic engineering through multi-agent reinforcement learning[C]// Proceedings of IEEE INFOCOM 2019 Workshop on Network Intelligence(NI 2019)Machine Learning for Networking. Piscataway:IEEE Press, 2019. |
[23] | XU Z Y , TANG J , MENG J S ,et al. Experience-driven networking:a deep reinforcement learning based approach[C]// Proceedings of IEEE Conference on Computer Communications (IEEE INFOCOM 2018). Piscataway:IEEE Press, 2018. |
[24] | 蔡鑫, 娄京生 . 基于LSTM深度学习模型的中国电信官方微博用户情绪分析[J]. 电信科学, 2017,33(12): 136-141. |
CAI X , LOU J S . Sentiment analysis of telecom official micro-blog users based on LSTM deep learning model[J]. Telecommunications Science, 2017,33(12): 136-141. | |
[25] | GIBNEYE. Google AI algorithm masters ancient game of Go[J]. Nature News, 2016,529(7587):445. |
[26] | LOWE R , WU Y , TAMAR A ,et al. Multi-agent actor-critic for mixed cooperative-competitive environments[C]// Proceedings of Advances in Neural Information Processing Systems.[S.l.:s.n]. 2017. |
[27] | FOERSTER J , FARQUHAR G , AFOURAS T ,et al. Counterfactual multi-agent policy gradients[C]// Proceedings of AAAI 2018.[S.l.:s.n]. 2018. |
[28] | ZHANG Y . 6 months of abilene traffic matrices[Z].2004. 2004. |
[29] | UHLIG S , QUOITIN B , LEPROPRE J ,et al. Providing publicintradomain traffic matrices to the research community[C]// Proceedings of ACM SIGCOMM Computer Communication Review. New York:ACM Press, 2006. |
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