Correlation Measures in Metagenomic Data: The Blessing of Dimensionality by Alessandro Fuschi, Alessandra Merlotti, Thi Dong Binh Tran, Hoan Nguyen, George M. Weinstock, Daniel Remondini

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Survey on Data Center Network for Cloud Computing by Xuan Luo, Tong Ye, Yaohui Jin

“…Data center network has faced several challenges from the arising of cloud computing.Along with the continuous expansive bandwidth requirements，data center network also should provide network isolation and service guarantee for each tenant.Current researches focued on the physical network，network virtualization and service guarantee were introduced.…”
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A Study of Big Data in Cloud Computing by Imran Khan

Subjects: “…big data…”
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Perspective on big data system computing technology by Haitao WANG, Rui MAO, Zhong MING

Subjects: “…big data system computing platform;big data common technology;big data application;National Engineering Laboratory…”
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Regional computing approach for educational big data by Bader Alshemaimri, Afzal Badshah, Ali Daud, Amal Bukhari, Raed Alsini, Omar Alghushairy

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Mastering data complexity beyond traditional computation by Ruedi Stoop

“…They are shown to be particularly useful when applied for data collected from complex high-dimensional or spatially distributed systems, where they effortlessly identify transition points of dynamics, in contrast to the traditional approaches that request exceeding data and computational means. …”
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Data security and privacy computing in artificial intelligence by Dengguo Feng, Hui Li, Rongxing Lu, Zheli Liu, Jianbing Ni, Hui Zhu

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Bayesian compositional generalized linear mixed models for disease prediction using microbiome data by Li Zhang, Xinyan Zhang, Justin M. Leach, A. K. M. F. Rahman, Carrie R. Howell, Nengjun Yi

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Bayesian Hierarchical Compositional Models for Analysing Longitudinal Abundance Data from Microbiome Studies by I. Creus Martí, A. Moya, F. J. Santonja

“…In this paper, we develop a Bayesian model for microbiota longitudinal data, based on Dirichlet distribution with time-varying parameters, that take into account the compositional paradigm and consider principal balances. …”
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Exploring high-resolution targeting till geochemical data in central Lapland, Finland by Charmee Kalubowila, Pertti Sarala, Solveig Pospiech, Peter Filzmoser

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Computer visualization in curve breathing analysis by Olga G. Berestneva, Gennady E. Shevelev, Ivan A. Lyzin

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The Data Pharmacy by Aleena Chia, Joshua Neves

Subjects: “…data…”
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Compositional transformations can reasonably introduce phenotype-associated values into sparse features by George I. Austin, Tal Korem

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Group-wise normalization in differential abundance analysis of microbiome samples by Dylan Clark-Boucher, Brent A. Coull, Harrison T. Reeder, Fenglei Wang, Qi Sun, Jacqueline R. Starr, Kyu Ha Lee

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Using synthetic data for the dissemination of computational geospatial models by Kostas CHELIOTIS

“…This paper presents the process of creating synthetic geospatial data within the scope of a research project which relied on real-world data, originally captured through close collaboration with industry partners. …”
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Research on Sensitive Data Protection Technology on Cloud Computing by Minghui Liu, Ni Zhang, Yunyong1 Zhang, Kun Hu, Xue Gong, Dalin1 Qu

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Network optimization by regional computing for UAVs' big data by Afzal Badshah, Ali Daud, Omar Ibrahim Aboulola, Amal Bukhari, Bader Alshemaimri, Hussain Dawood

“…Unmanned Aerial Vehicles (UAVs) are increasingly used in sectors such as surveillance, agriculture, and disaster response, generating massive volumes of real-time big data. Traditional cloud computing introduces high latency, while edge computing suffers from limited scalability. …”
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Comprehensive Review of Collaborative Data Caching in Edge Computing by Abdul Tawab Akrami, Girija Attigeri, Manjula C. Belavagi

“…Collaborative data caching has emerged as an essential technique in this context to meet the storage and retrieval needs of edge computing systems. …”
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Application of big data and cloud computing in power industry by Ruchu LI, Minglong SHEN, Haitang PENG

Subjects: “…big data…”
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