We propose a Second Order Markov Model based Prediction of Future State of Host algorithm for predicting resource contention in hosts in the cloud and to decide on the migration of VMs from one host to another. We also propose a Contention Mitigated Placement algorithm for placing the VMs that...
It is shown that two algorithms obtained by simplifying a Kalman filter considered for a second-order Markov model are H∞ suboptimal. Similar to least mean squares (LMS) and normalised LMS (NLMS) algorithms, these second order algorithms can be thought of as approximate solutions to stochastic ...
Recognition of handwritten word: first and second order hiddenMarkov model based approach The handwritten word recognition problem is modeled in the framework of the hidden Markov model (HMM). The states of HMM are identified with the letters of... A Kundu,Y He,P Bahl - Conference on ...
它仍然是二阶的,因为我们每次只考虑两个单词,但它允许我们回溯更远并捕获长距离的依赖关系。 The difference between this second-order-with-skips and a full umpteenth-order model is that we discard most of the word order information and combinations of preceeeding words. 这个二阶跳跃模型和完整的高阶...
1) second order HMM 二阶隐马尔柯夫模型 2) hidden Markov model 隐马尔柯夫模型 1. The experimental results with ahidden Markov model(HMM) and the new VFR algorithm are presented. 计算机模拟实验显示,经该方法预处理后的语音送入隐马尔柯夫模型的语音识别系统比传统算法有更高的识别率。
AYCARD;O;MARI;J;F;WASHINGTON;R.Learning to automatically detect features for mobile robots using second order Hidden Markov.0.233-250Aycard O, Mari JF, Washington R. Learning to automatically detect features for mobile robots using second-order Hidden Markov Models. Int J Adv Robotic Sy. 2004...
An online map matching algorithm based on the second-order hidden Markov model (HMM) is proposed, which can better consider the spatial-temporal relationship among different states and large perception fields. (ii) The proposed algorithm comprehensively considers driver’s travel preference, road level...
This eliminates one of the branches in the model, reducing uncertainty and increasing confidence. 这消除了模型中的一个分支,减少了不确定性并增加了置信度。 Looking back two words turns this into a second order Markov model. 回顾两个词,这变成了二阶马尔可夫模型。
CHMM2s have shown to perform, as classifiers, better than each of: first-order left-to-right hidden Markov models (LTRHMM1s), second-order left-to-right hidden Markov models (LTRHMM2s), and first-order circular hidden Markov models (CHMM1s). The reason of this performance superiority is ...
The Markov modulated regulated Brownian motion: A second-order fluid flow model of a finite buffer A second-order fluid flow model of a queue with finite capacity buffer and variable net input process is presented, based on the previous work of Karandika... EJ Ang,J Barria - 《Queueing Sy...