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基于多专家学习的MPTCP调度优化算法
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作者 陈成兵 张琳琳 江凌云 《智能计算机与应用》 2024年第5期19-26,共8页
在多径传输控制协议(Multipath TCP,MPTCP)的支持下,多网络接入设备能够聚合网络带宽,提高网络利用率。然而,利用MPTCP协议在多接入异构网络环境中传输数据时,网络环境的不对称以及网络性能(延迟、抖动)之间的差异,必然会导致接收端缓... 在多径传输控制协议(Multipath TCP,MPTCP)的支持下,多网络接入设备能够聚合网络带宽,提高网络利用率。然而,利用MPTCP协议在多接入异构网络环境中传输数据时,网络环境的不对称以及网络性能(延迟、抖动)之间的差异,必然会导致接收端缓冲区阻塞的问题,这将会造成网络传输性能的下降。针对上述问题,现有的解决方案大都利用前向延迟展开对MPTCP数据包的调度,然而这些对于延迟的计算并不能准确地反映真实的情况。因此,本文提出了一种基于多专家学习前向延迟预测的MPTCP调度优化算法,该算法通过建立的多专家学习模型对前向延迟做出预测,基于预测到的前向延迟,将数据包通过延迟补偿的方式调度到各个路径。仿真结果表明,基于该方法的MPTCP调度优化算法相比于其他方法,有效地降低了接收端缓冲区无序数据包的数量,提高了吞吐量。 展开更多
关键词 多专家学习 多径传输控制协议 路径管理 数据包调度 前向延迟
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Stability and Flipping Dynamics of Delayed Genetic Toggle Switch
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作者 张睿挺 陈含爽 侯中怀 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2012年第1期53-59,I0003,共8页
A detailed analysis of the stability and flipping dynamics of a delayed exclusive toggle switch is performed. We use forward flux sampling method combined with delayed stochastic simulation algorithm to get the statio... A detailed analysis of the stability and flipping dynamics of a delayed exclusive toggle switch is performed. We use forward flux sampling method combined with delayed stochastic simulation algorithm to get the stationary distribution function, the switching rate, and path- ways, as well as the transition state ensemble. Interestingly, under the influence of time delay, the stationary distribution corresponding to the stable states become narrower and the population in the transition region is significantly enhanced. In addition, the flipping rate increases monotonically with delay. Such findings demonstrate that time delay could reduce the stability of the bistable genetic switch dramatically. Furthermore, the transition pathways, characterized by the difference in the protein numbers and the state of operator, show larger discrepancy between the forward and backward switching process with increas- ing delay, indicating that transcriptional and translational delay can remarkably affect the flipping dynamics. Specifically, for the transition state, the difference in the probability of finding the operator site bound by the two different protein dimers is enlarged by delay, which further illustrates the crucial role of time delay on the stability and switching dynamics of genetic toggle switches. 展开更多
关键词 Toggle switch Delay forward Flux sampling
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A Shear-wave Splitting Study of the Yingjiang M_S6.1 Earthquake Sequence Occurring on May 30,2014
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作者 Li Jin Gao Yuan +3 位作者 Xu Fukun Xiang Yang Xiang Yuan Liu Geng 《Earthquake Research in China》 CSCD 2016年第2期177-185,共9页
Earthquakes of M_S5. 6 and M_S6.1 occurred in Yingjiang,Yunnan on May 24 and May 30,2014 respectively. In this paper,we use the waveform data recorded by mobile seismic stations( KAC) which were set up in the source a... Earthquakes of M_S5. 6 and M_S6.1 occurred in Yingjiang,Yunnan on May 24 and May 30,2014 respectively. In this paper,we use the waveform data recorded by mobile seismic stations( KAC) which were set up in the source area after the Yingjiang MS5. 6earthquake on May 24,2014 to study the shear-wave splitting characteristics of Yingjiang M_S6.1 earthquake sequence with the SAM method. The result shows that predominant polarization of fast shear-waves before the M_S6.1 earthquake is consistent with the direction of regional principal compressive stress,and predominant polarization of fast shear-waves before the M_S6.1 earthquake show better consistency and smaller dispersion compared to after the M_S6.1 earthquake,and there may be a deflection for the fast shearwaves predominant polarization between the M_S6.1 earthquake sequence and foreshock sequence. We found that the time-delays generally exhibited a lower level before the M_S6.1earthquake and a relatively higher value after the M_S6.1 earthquake. 展开更多
关键词 Yingjiang earthquake sequence Foreshock Shear-wave splittingPolarization of fast shear-waves Time-delays
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A Type of General Forward-Backward Stochastic Differential Equations and Applications 被引量:4
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作者 Li CHEN Zhen WU 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2011年第2期279-292,共14页
The authors discuss one type of general forward-backward stochastic differential equations (FBSDEs) with Ito's stochastic delayed equations as the forward equations and anticipated backward stochastic differential... The authors discuss one type of general forward-backward stochastic differential equations (FBSDEs) with Ito's stochastic delayed equations as the forward equations and anticipated backward stochastic differential equations as the backward equations.The existence and uniqueness results of the general FBSDEs are obtained.In the framework of the general FBSDEs in this paper,the explicit form of the optimal control for linear-quadratic stochastic optimal control problem with delay and the Nash equilibrium point for nonzero sum differential games problem with delay are obtained. 展开更多
关键词 Stochastic delayed differential equations Anticipated backward stochastic differential equations Forward-backward stochastic differential equations Linear-quadratic stochastic optimal control with delay Nonzero sum stochastic differential game with delay
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