Priority differentiated multicast flow scheduling method in Ceph cloud storage network by Wenlong KE, Yong WANG, Miao YE, Junqi CHEN

“…In order to solve the problem that existing flow scheduling method is difficult to meet the different multicast scheduling requirements of multi-service flows in the Ceph cloud storage network,a service priority-based multicast flow scheduling method was tailored.First,the network status was obtained via software defined network (SDN) to support flow scheduling.Then,a multicast task was decomposed into multiple attribute decision problems for multiple unicast path selection,and a method of unicast path selection based on technique for order preference by similarity to ideal solution (TOPSIS) was proposed.The unicast path selection method was used to find the optimal unicast path set for the service flow based on the flow’s network performance requirements.Then,the multicast distribution node was determined by the maximum common sub-path among the optimal unicast path sets for construct a multicast transmission path.The experiment results show that the proposed method can reduce the transmission delay of high priority flows while reduce the redundant traffic and better balance the traffic loads compared with the existing methods.…”
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Influence of Deformation Conditions on the Critical Damage Factor of AZ31 Magnesium Alloy by Li-juan Pang, Xin Shang, Xuefeng Zhang

“…Based on experimental data, an Arrhenius constitutive model was constructed. Material performance parameters and constitutive model were inputted into the finite element program DEFORM. …”
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Achieving employee engagement through effective internal communication by Senelisiwe Mbhele, Estelle de Beer

“…The findings point to the critical role played by internal communication in the achievement of employee engagement and specifically investigated the relationship between employee engagement and constructs such as: participative organisational culture; supportive communication climate; participative leadership communication; quality and reliability of information; two-way asymmetrical communication and two-way symmetrical communication. …”
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Data poisoning attack detection approach for quality of service aware cloud API recommender system by Zhen CHEN, Wenchao QI, Taiyu BAO, Limin SHEN

“…To solve the problem that existing studies usually assumed that the QoS data of cloud API recommender system was reliable, ignoring the data poisoning attack on cloud API recommender system by malicious users in open network environment, a data poisoning attack detection approach based on multi-feature fusion was proposed.Firstly, a user connected network graph was constructed based on the designed similarity function, and users’ neighborhood features were captured using Node2vec.Secondly, sparse auto-encoder was used to mine user QoS deep feature, and user interpretation feature based on QoS data weighted average deviation was designed.Furthermore, a fake user detection model based on support vector machine was established by integrating user neighborhood feature, QoS deep feature, and interpretation feature, the model parameters were learned using grid search and alternating iterative optimization strategy to complete fake user detection.Finally, the effectiveness and superiority of the proposed approach were verified through extensive experiments, realizing the poison attack defense against QoS aware cloud API recommender system at the data side.…”
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"Out there in that cabin in the middle of nowhere in Montana": Narrating the Geographical and Mental Deviance of the Unabomber by Robert Winkler

“…Its location in what is discursively constructed as a 'wilderness' makes it impossible to perceive his cabin through the perspective of the pastoral ideal – this imagined middle ground between nature and culture. …”
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« L’enfant philosophe ? » by Jean-Marc Lamarre

“…These discussions must be situated in the constructive scope of the moral and civic education.…”
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Clinical Rehabilitation Nursing of Patients with Chronic Obstructive Pulmonary Disease Based on Intelligent Medicine by Lingyan Zhao, Liyan Chu

“…The purpose of this paper is to conduct a meta-analysis of clinical rehabilitation nursing of COPD patients based on intelligent medical care by constructing a suitable model so as to make the research on clinical nursing of COPD patients more effective. …”
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A comparison of the modal dać się structure with the dispositional middle in Polish by Anna Bondaruk

“…It is argued that the two structures are similar as regards argument realization, i.e. in both constructions, the theme argument appears in the structural subject position. …”
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Distributed abnormal traffic detection method for SDN based on deep learning by WANG Kun, FU Yu, DUAN Xueyuan, YU Yihan, LIU Taotao

“…Addressing the high computational expenses, congested shared links, and propensity for single-point failures in network devices that can lead to a degradation of software defined network (SDN) service quality or even network paralysis during the execution of large-scale SDN detection tasks by traditional abnormal traffic detection methods, a distributed abnormal traffic detection method for SDN based on deep learning was proposed. This method constructed a “one-to-many” distributed generative adversarial network (D-VAE-WGAN) with a discriminator deployed on a cloud server and multiple generators deployed on SDN controllers. …”
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Иллюзия иностранной речи в структуре текстов Михаила Зощенко by Jarosław Wierzbiński

“…Mikhail Zoshchenko creates specific configurations of word and stylistic constructions using foreign-language parentheses in form of separate lexems, expressions and syntactic structures inserted into passages of a protagonist’s speech. …”
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Simulation Analysis of Rainstorm Waterlogging in Shenzhen Dakonggang Area Based on MIKE FLOOD by FANG Yuming, MA Xumin, LIN Kairong, OUYANG Jiana, GUO Weijian, GUO Jing

“…Based on the MIKE FLOOD platform,this paper constructs a rainstorm waterlogging model by coupling the three models of MIKE 11,MIKE URBAN,and MIKE 21 to analyze the waterlogging problem in the Shenzhen Dakonggang area. …”
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Naître vers la fin : circularités dans Alumbramiento de Víctor Erice by Miguel Rodrigo

“…This article sets out to analyse the way in which this tension is constructed, as well as its repercussions on the demarcation - perhaps too simplistic - between linear and circular time, both in terms of film and reality.…”
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Virtual machine scheduling strategy based on dual-speed and work vacation mode and its parameter optimization by Shun-fu JIN, Shan-shan HAO, Bao-shuai WANG

“…Due to the increasingly strict environmental standards,high pollution and high energy consumption have become the significant factors restricting the development of cloud data centers (CDC).Under the premise of guaranteeing the quality of service (QoS) of CDC,dynamic power management (DPM) technology was applied,synchronous multiple working sleep mode was introduced,and a novel virtual machine (VM) scheduling strategy was proposed.By establishing a two-dimensional continuous-time Markov stochastic model with adaptive service rate and synchronous multiple work vacations,and using the method of a matrix geometric solution,the performance of the VM scheduling strategy was evaluated in terms of energy saving level and average delay of requests.Numerical results with analysis and simulation verify the energy saving effectiveness of the VM scheduling strategy.In order to achieve a reasonable balance between the response performance and the energy-saving effect,a system utility function was constructed from the perspective of economics and design a researching algorithm of the sleep parameter based on the firefly algorithm(FA).…”
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Short-term traffic flow prediction based on adaptive rank dynamic tensor analysis by Lingchao HE, Dong LIN, Xinxin FENG

“…Short-term traffic flow prediction in intelligent transportation system can provide data support in areas such as route planning,traffic management,public safety and so on.In order to improve the prediction accuracy with missing and abnormal data,a short-term traffic flow prediction method based on the adaptive rank dynamic tensor analysis was proposed.Firstly,a four dimensional tensor consisted of week,day,time and space was constructed,which could excavate the multimodal correlation of traffic flow data.Secondly,tensor flow data with dynamic structure was formed by using sliding window model.The principal component analysis (PCA) algorithm was extended to an offline tensor analysis algorithm that could accept tensor input.Then the adaptive rank and the forgetting factor were introduced to generate an adaptive rank dynamic tensor analysis algorithm.Finally,the tensor stream data was inputted into the adaptive rank dynamic tensor analysis algorithm to realize the short-term traffic flow prediction.The experimental results show that a good prediction can be achieved even with data missing.…”
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Suppression of polarization random noise in a two-dimensional force sensorbased on random forest by J. Liu

“…The polarization random noise signal model is constructed, the polarization random noise signal is enhanced and the polarization random noise power spectrum of a two-dimensional force sensor is calculated. …”
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Faouzi Laatiris : fugues chimériques dans la mondialisation by Morad Montazami

“…Torn between his interest for Western modern art and his intimate relation to the Moroccan land, its traditions and vernacular knowledge, he ends up constructing objects and installations demonstrating – as he puts it himself –a kind of “cultural schizophrenia”. …”
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Thermal Characteristics Testing and Analysis of Dry Gear Hobbing Machine on Multivariate Information Fusion by Peng Shengdi, Yang Xiao, Li Benjie, He Lang, Zhang Zhili

“…Through the selection of hardware for the lower computer, the development of software functions for the upper computer, and the integration of test functions, the multi-source fusion test method for the thermal characteristics of dry-cutting and hobbing machine was constructed. Based on the IPO model, it put forward the sequential processing method of multi-source thermal data of dry-cutting and hobbing machine. using outlier replacement, moving average filtering, wavelet filtering, and data resampling, it realised the accurate analysis of multi-source thermal data. …”
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NUMERICAL CONTROL MILLING PARAMETER OPTIMIZATION ON THE BASIS OF IMPROVED GENETIC ALGORITHM by YAN ShengLi, FU Hui, LI Hao

“…Firstly, a constrained multi-objective optimization function is constructed as a parameter optimization model. Then, the ENDE-NSGA-II method is adopted to complete the parameter optimization. …”
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Mathematical analysis and modeling of DNA segregation mechanisms by Bashar Ibrahim

“…In this study, bistable mathematical models for both activation and silencing of mitotic checkpoints were constructed and analyzed. A one-parameter bifurcation was computed to show the realistic biochemical switches considering all signals. …”
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Can New Quality Productive Forces Promote the Integrated Development of Agriculture and Logistics Industry? — Evidence from panel data across 30 provinces by Chen Pei Ju

“…To address this, based on panel data from 30 provinces in China, this paper constructs a coupling coordination model and an econometric model to systematically analyze the impact of new quality productive forces on the integrated development of agriculture and the logistics industry. …”
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