Search Results - Optimization of Big Data Processing and Analysis

Garment customization big data–processing and analysis in optimization design by Ji, Yong, Jiang, Gaoming

“…In order to adapt to the expansion and transformation of the garment customization, big data is increasingly used in the online customization process…”
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Block Storage Optimization and Parallel Data Processing and Analysis of Product Big Data Based on the Hadoop Platform by Wang, Yajun, Cheng, Shengming, Zhang, Xinchen, Leng, Junyu, Liu, Jun

“… We reviewed various storage and retrieval technologies for the big data resources. A block storage layout optimization method based on the Hadoop platform and a parallel data processing and analysis method based on the MapReduce model are proposed…”
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Performance Optimization of Big Data Center Processing System - Big Data Analysis Algorithm Based on Location Awareness by Wen-Xuan Zhao, Byung-Won Min

“…A location-aware algorithm is proposed in this study to optimize the system performance of distributed systems for processing big data with low data reliability and application performance…”
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Optimization study of intelligent decision-making system for coal processing plant based on big data analysis by Zhang, Jianhua, Li, Rui, Wang, Lin

“… In this paper, an integrated intelligent decision-making platform for a coal processing plant is constructed based on big data technology, and the intelligent data analysis techniques of the platform…”
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Performance Optimization of Big Data Center Processing System - Big Data Analysis Algorithm Based on Location Awareness by Zhao, Wen-Xuan, Min, Byung-Won

“…A location-aware algorithm is proposed in this study to optimize the system performance of distributed systems for processing big data with low data reliability and application performance…”
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Analysis and Optimization of Big-Data Stream Processing by Vakilinia, Shahin, Xinyao Zhang, Dongyu Qiu

“…Big data processing is rapidly growing in recent years due to the immediate demanding of many applications…”
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Analysis and Research of Image Processing Optimization Technology based on Big Data Processing by Chen, Yelei, Lan, Ruixue

“… It can reduce the large data amount of images to a small data amount without affecting the feature expression, and effectively solve the problem of low image recognition accuracy…”
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Performance Factor Analysis and Scope of Optimization for Big Data Processing on Cluster by Godara, Hanuman, Govil, M.C., Pilli, E.S.

“…Use of computational cluster for large-scale Big Data processing has attracted attention as a technology trend for its time efficiency…”
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ReProVide: Query Optimization and Near-Data Processing on Reconfigurable SoCs for Big Data Analysis

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A GPU-accelerated adaptive kernel density estimation approach for efficient point pattern analysis on spatial big data by Zhang, Guiming, Zhu, A-Xing, Huang, Qunying

“… This article presents a graphics processing units (GPUs)-accelerated adaptive KDE algorithm for efficient spatial point pattern analysis on spatial big data…”
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Stochastic Successive Convex Approximation for Non-Convex Constrained Stochastic Optimization by An Liu, Lau, Vincent K. N., Kananian, Borna

“… optimization problem, whose objective and constraint functions are non-convex and involve expectations over random states…”
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Research on Performance Optimization Algorithm of Resource and Environment Audit Based on Computer Technology by Wang, Yuhui

“… processing optimization in resource and environment audit projects through the reference of artificial intelligence technology and method and combined with Internet of things big data analysis…”
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Oseba: Optimization for Selective Bulk Analysis in Big Data Processing by Wang, Rui, Wang, Jun

“… of current big data processing frameworks such as Spark or keyvalue stores. In this paper, we propose a method to optimize selective bulk analysis in big data processing and referred to as Oseba…”
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Computer Big Data Analysis and Predictive Maintenance Based on Deep Learning by Gao, Jing, Ismail, Normala, Gao, Yanjun

“… seldom viewed this problem from the perspectives of computer big data sampling, parallel processing optimization, data preprocessing, and predictive maintenance…”
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Developing a Novel Hybrid Biogeography-Based Optimization Algorithm for Multilayer Perceptron Training under Big Data Challenge by Zhang, Le, Yu, XianPing, Chen, ShanXiong, Pu, Xun

“…) algorithm for training MLPs for big data analysis and processing. Four bench…”
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Research on the Revolution of Multidimensional Learning Space in the Big Data Environment by Huang, Weihua

“… This paper studies big data processing technology and representative…”
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Performance optimization of computing task scheduling based on the Hadoop big data platform by Li, Yang, Hei, Xinhong

“… It is very important to identify its shortcomings and improve them. This paper examines and analyses the optimization of computing task scheduling performance based on the Hadoop big data platform…”
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Landscape Image Layout Optimization Extraction Simulation of 3D Pastoral Complex under Big Data Analysis by Du, Juan, Long, Yuelin

“… Follow the procedures of conventional layout optimization simulation, add big data analysis technology to the preliminary analysis, layout optimization simulation…”
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Hybrid Gradient Descent Golden Eagle Optimization (HGDGEO) Algorithm-Based Efficient Heterogeneous Resource Scheduling for Big Data Processing on Clouds by Jagadish Kumar, N., Balasubramanian, C.

“…Resource scheduling is indispensable for enhancing the system performance during big data processing on clouds…”
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Improved Hungarian algorithm-based task scheduling optimization strategy for remote sensing big data processing by Zhang, Sheng, Xue, Yong, Zhang, Heng, Zhou, Xiran, Li, Kaiyuan, Liu, Runze

“… The rapid development of remote sensing big data has brought a large number of data processing tasks, which bring huge challenges to computing…”
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