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检索条件"主题词=NoSQL database"

共 169 条记录，以下是21-30 订阅

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Implementation of Data Transform Method into nosql database for Healthcare Data 14

Implementation of Data Transform Method into NoSQL Database ...

引用

14th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT)

作者： Yang, Chao-Tung Liu, Jung-Chun Hsu, Wen-Hung Lu, Hsin-Wen Chu, William Cheng-Chung Tunghai Univ Dept Comp Sci Taichung 40704 Taiwan

ISBN: (纸本)9781479924189

Currently, most health care systems used among divisions in medical centers still adopt the Excel file format for a variety of scales statistics, such as the clinical self-care ability scale for Functional Independence Measure. Although people can further analyze Excel files using other statistical analysis software, such as SAS, SPSS, and STATA, they cannot effectively share the archived data in Excel among divisions. We propose to do format conversion on these data and store them in a database. As the collection of Excel files cannot be shared with ease, we plan to use HBase, a non-relational database, to further integrate data. The purpose of this paper is to construct complete import tools and solutions based on HBase to facilitate easy access of data in HBase. Besides, a visual interface is also used to manage HBase to implement user friendly client connection tools for the HBase database.

关键词： nosql database Hadoop HBase Key-value Store Healthcare

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The Data Allocation Strategy Based on Load in nosql database

The Data Allocation Strategy Based on Load in NoSQL Database

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International Conference on Advances in Materials Science and Information Technologies in Industry (AMSITI)

作者： Chen Zhikun Yang Shuqiang Tan Shuang Zhao Hui He Li Zhang Ge Yang Huiyu Natl Univ Def Technol Sch Comp Sci Changsha Hunan Peoples R China

ISBN: (纸本)9783038350125

With the development of Internet technology and Cloud Computing, more and more applications have to be confronted with the challenges of big data. nosql database is fit to the management of big data because of the characteristics of high scalability, high availability and high fault-tolerance. And it is one of the technologies of the management of big data. We will improve the performance of massive data processing of nosql database through the large scale data parallel data processing and data localize of computing. So how to allocate the data will be a big challenge of nosql database. In this paper we will propose a data allocation strategy based on the node's load, which can adjust the data allocation strategy by the execute status of the system. And it can keep the balance of data allocation by a small cost. At last we will use some experiments to verify the effectiveness of the strategy which is proposed in this paper. The experiments show that it can improve the system's performance than other allocation strategy.

关键词： load balance data allocation nosql database

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Realization of Secondary Indexing to nosql database with Intelligent Adaptation

Realization of Secondary Indexing to NoSQL Database with Int...

引用

Conference on Technologies and Applications of Artificial Intelligence (TAAI)

作者： Chang, Bao Rong Tsai, Hsiu-Fen Wang, Yo-Ai Chen, Chia-Yen Natl Univ Kaohsiung Dept Comp Sci & Informat Engn 700 Kaohsiung Univ Rd Kaohsiung 811 Taiwan Shu Te Univ Dept Mkt Management Yen Chao 824 Kaohsiung Count Taiwan

ISBN: (纸本)9781467396066

This paper introduces the combination of nosql database HBase and enterprise search platform Solr so as to tackle the problem of the secondary indexing function and do fast query. An intelligent adaptation of adaptive network-based fuzzy inference system (ANFIS) along with particle swarm optimization (PSO) has been employed off-line to tune seamless handoff and network traffic flow. Finally, the assessment using performance index has been done for several competitive benchmark databases and the proposed one, verifying the effectiveness and efficiency of the proposed approach.

关键词： nosql database Secondary Index HBase Solr Intelligent Adaptation Performance Index

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Designing a Secure Data Retrieval Strategy Using nosql database 13th

Designing a Secure Data Retrieval Strategy Using NoSQL Datab...

引用

13th International Conference on Distributed Computing and Internet Technology (ICDCIT)

作者： Saha, Sayantani Parbat, Tanusree Neogy, Sarmistha Jadavpur Univ Sch Mobile Comp & Commun Kolkata India Jadavpur Univ Dept Comp Sci & Engn Kolkata India

ISBN: (纸本)9783319504728;9783319504711

Data collection from distributed cloud storage through SaaS application requires efficient execution of the overall process. This type of cloud computing mechanism can be furnished through shared resources, improved service levels and minimal management effort. Data retrieval from cloud storage by different users through shared resources environment may blend data from different data requests in a single place. Here lies the need of efficient data retrieval strategy among different users that will help in secure data retrieval. When sensitive information is transmitted over the Internet there is high chance of information leakage. So, to prevent security attack like interference attack during query execution becomes a big challenge. This work explores a novel data retrieval strategy in extremely robust and linearly scalable high performance nosql database like Cassandra and presents a brief security analysis while retrieving stored data in shared environment.

关键词： Data retrieval security Flow control Information leakage nosql database

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A study of nosql database for enterprises 4

A study of NoSQL Database for enterprises

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4th International Symposium on Computer, Consumer and Control (IS3C)

作者： Chen, Jeang-Kuo Lee, Wei-Zhe Chaoyang Univ Technol Dept Informat Management Taichung Taiwan

ISBN: (纸本)9781538670361

Popularization of big data makes the enterprise need to store more and more data. The enterprise's database must access data as fast as possible, but RDB has the speed limitation due to the join operation. Many enterprises have changed to use nosql database which can meet the requirement of fast data access. However, there are more than hundreds of nosql databases. It is important to select a suitable nosql database for a certain enterprise because this decision will affect the performance of the enterprise operations. In this paper, 15 categories of nosql databases will be analysed to find out the characteristics of every category. Some principles are proposed to choose an appropriate nosql database for different types of enterprises.

关键词： Big Data nosql database HBase MongoDB RDB

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An objective function for dividing class family in nosql database

An objective function for dividing class family in NoSQL dat...

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2012 International Conference on Computer Science and Service System, CSSS 2012

作者： Chen, Zhikun Yang, Shuqiang Zhao, Hui Yin, Hong Computer Science School National University of Defense Technology Changsha China

ISBN: (纸本)9780769547190

Column Family has been used in nosql database, and we have to think over how to divide the Column Family in the designing of nosql database. But the dividing of column family is similar to the vertical partitioning in the distributed database. And there are some object functions of vertical partitioning in the database system, but they do not fit to the nosql database. In this paper we will propose an objective function for dividing class family in nosql database. The objective function derived generalizes and subsumes earlier work on vertical partitioning in distributed database and the scenarios of nosql database. Furthermore, the approach proposed in this paper is shown to be useful to evaluate the cost of dividing column family. © 2012 IEEE.

关键词： Column Family nosql database Objective Function Vertical Partition

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Research on network privacy information security management method based on nosql database

Research on network privacy information security management ...

引用

2019虚拟现实与智能系统国际会议

作者： Bao Hongrui He Haiguang Liu Zhe Liu Zhongwei National University of Defense Technology

ISBN: (纸本)9781728150505

In order to better guarantee the security of network privacy information,a method of network privacy information security management based on nosql database is ***,the network privacy information security status is detected and evaluated based on the principle of neural *** to the evaluation results,the network privacy information encryption processing method is optimized,and the intensity of information encryption is strengthened to achieve the management of network privacy information ***,the experiment proves that the nosql database-based network privacy information security management method has higher security and effectiveness than the traditional method.

关键词： nosql database Internet privacy Information security Safety management

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Extracting Trends of Traffic Congestion Using a nosql database 4

Extracting Trends of Traffic Congestion Using a NoSQL Databa...

引用

IEEE Fourth International Conference on Big Data and Cloud Computing (BdCloud)

作者： Damaiyanti, Titus Irma Imawan, Ardi Kwon, Joonho Pusan Natl Univ Dept Elect & Comp Engn Busan South Korea Pusan Natl Univ Dept Big Data Busan South Korea

ISBN: (纸本)9781479967193

Recently, there has been growing interest in monitoring the road traffic data. Most of the work focused on real-time traffic data. In this paper, we propose an ExTrac system which extracts trend of traffic congestions from historical traffic data and answers the queries about the trends. In ExTrac system, we first convert the historical traffic data into traffic patterns then summarize it by applying MapReduce style algorithms. These traffic patterns are store into a nosql database. Our implementation demonstrates the feasibility of ExTrac for querying traffic information and generating the result.

关键词： historical traffic data trends of traffic congestions traffic patterns nosql database

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Integrating Model Driven Architecture (MDA) with AI in IoT: Enhancing nosql database Solutions for Smart Connected Environments 2nd

Integrating Model Driven Architecture (MDA) with AI in IoT: ...

引用

2nd International Conference on Connected Objects and Artificial Intelligence, COCIA 2024

作者： Natek, Hamza Srai, Aziz Guerouate, Fatima LASTIMI Laboratory Superior School of Technologies of Sale Mohammadia School of Engineering Mohamed V University Rabat Morocco ERCI2A FSTH Abdelmalek Essaadi University Tetouan Morocco

ISBN: (纸本)9783031704109

In the realm of the Internet of Things (IoT), the rapid evolution and deployment of diverse applications necessitate robust and scalable database solutions. This paper explores the integration of Model-Driven Architecture (MDA) with Artificial Intelligence (AI) in IoT environments to enhance the capabilities of nosql databases. We propose a novel framework that leverages MDA principles to streamline the integration process, while AI techniques are employed to optimize database operations in smart connected environments. Our approach addresses the challenges of data heterogeneity, scalability, and real-time processing inherent in IoT systems. Through a combination of theoretical analysis and simulated scenarios, we demonstrate how this integrated approach significantly improves the performance and efficiency of nosql databases in handling large-scale IoT data. The findings indicate a promising direction for developing advanced, AI-driven database solutions for the ever-growing demands of IoT infrastructure, paving the way for more intelligent, responsive, and interconnected smart environments. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

关键词： AI-Driven IoT Model Drive Architecture nosql database

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Analysis and Research on Big Data Query Technology Based on nosql database

Analysis and Research on Big Data Query Technology Based on ...

引用

2018 4th World Conference on Control, Electronics and Computer Engineering (WCCECE 2018)

作者： Shuiquan Guo Wuhan City Polytechnic

Based on the application of nosql,the classification of nosql database and its big data query technology,as well as the big data operation in the comprehensive analysis system of real-name railway ticketing informatio... 详细信息

关键词： nosql database big data query technology big data query

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