首页> 外文会议>HCT Information Technology Trends >Comparison Study of Big Data Processing Systems for IoT Cloud Environment

【24h】

Comparison Study of Big Data Processing Systems for IoT Cloud Environment

机译：物联网云环境下大数据处理系统的比较研究

获取原文

获取外文期刊封面目录资料

页面导航

摘要
著录项
引文网络
相似文献
相关主题

摘要

There are a number of popular choices for using relational data processing systems and there are many complex factors that decide what gets deployed for specific data processing tasks such as integration of the data processing system with an overall solutions stack, open-source vs. closed-source and manageability and so on. One such factor is the performance of the system. In this paper, we examined this factor of performance of NoSQL (MongoDB) and SQL system using the YCSB benchmark. The results showed that NoSQL systems continue to provide a good performance advantage over their SQL counterparts, but the NoSQL alternatives are competitive in some cases.

机译：使用关系数据处理系统有许多流行的选择，并且有很多复杂的因素决定要为特定的数据处理任务部署什么，例如将数据处理系统与整体解决方案堆栈集成在一起，包括开源解决方案和封闭解决方案。源和可管理性等。这样的因素之一就是系统的性能。在本文中，我们使用YCSB基准测试了NoSQL（MongoDB）和SQL系统的性能因素。结果表明，NoSQL系统继续提供优于SQL同类系统的性能优势，但是NoSQL替代品在某些情况下具有竞争力。

著录项

来源
《HCT Information Technology Trends》|2018年|104-108|共5页
会议地点
作者
Maninder Jeet Kaur; Piyush Maheshwari;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种
中图分类
关键词
Big Data; Data mining; Internet of Things; Sensors; Cloud computing; Benchmark testing; Ecosystems;

机译：大数据;数据挖掘;物联网;传感器;云计算;基准测试;生态系统;

相似文献

外文文献
中文文献
专利

1. Neighborhood search-based job scheduling for IoT big data real-time processing in distributed edge-cloud computing environment [J] . Li Chunlin, Zhang YiHan, Luo Youlong Journal of supercomputing . 2021,第2期

机译：基于邻域搜索的JOB调度，用于分布式边缘云计算环境中的IOT大数据实时处理
2. Implementation of Image Processing System using Handover Technique with Map Reduce Based on Big Data in the Cloud Environment [J] . Ali Mehraj, Kumar John The international arab journal of information technology . 2016,第2期

机译：云环境下基于大数据的地图约简切换技术图像处理系统的实现。
3. Surface-Guided Radiotherapy Systems As Source of Big Data: Using Sgrt Data to Study the Radiotherapy Process [J] . Jacqmin D. International Journal of Radiation Oncology, Biology, Physics . 2019,第1Suppla期

机译：表面引导放射疗法系统作为大数据来源：使用SGRT数据来研究放射疗法过程
4. Comparison Study of Big Data Processing Systems for IoT Cloud Environment [C] . Maninder Jeet Kaur, Piyush Maheshwari HCT Information Technology Trends . 2019

机译：IOT云环境大数据处理系统的比较研究
5. Part 1. A comparison of enantioselective uptake and degradation of chiral pesticides through biotic and abiotic processes in the aquatic environment and Part 2. Development of a soybean oil based epoxy resin system and its application in composite material fabrication and Part 3. Development of an environmentally benign process for the recovery of scrap polystyrene. [D] . Maples, Michael Fred. 2003

机译：第1部分。在水生环境中通过生物和非生物过程对映选择性摄取和降解手性农药的比较；第2部分。基于大豆油的环氧树脂体系的开发及其在复合材料制造中的应用；第3部分。回收废旧聚苯乙烯的良性工艺。
6. Blockchain Processing Technique Based on Multiple Hash Chains for Minimizing Integrity Errors of IoT Data in Cloud Environments [O] . Yoon-Su Jeong 2021

机译：基于多哈希链的区块链处理技术以最大限度地减少云环境中的IOT数据完整性误差
7. ABSTRACT Various body parts or organs can be analysed to identify the different diseases in the human body. Fingernail analysis is one of the ways to identify disease in the human body. Nails are the body part which are farthest from the heart and therefore receive oxygen at last. As a result the nails are the first who show the symptoms of a disease in the human body. Fingernails can be easily captured for diagnosis and there are no heavy equipment or no specific conditions required to use nail image for disease diagnosis, like in other tests and scanning processes. Human nails deliver beneficial information about complaints or any nutritive imbalances in the human body depending upon their shape, texture and colour. In human beings, numerous systemic and skin diseases can be easily analyzed through careful examination of nails of both the limbs. A lot of nail illnesses have been found to be primary signs of numerous underlying systemic illnesses. The colour, texture or shape changes in nails are signs of many diseases mainly affecting nails. Considering all these properties of nails a system is proposed that uses digital image processing (DIP) methods for identifying such changes in the human nail to get more precise results and predict numerous diseases effortlessly. With the emerging Internet of Things (IOT) concept the generated report is made available remotely, this will help users to reduce transportation efforts. As the system has to deal with large and private data, the security of data must be ensured. To keep the data confidential, the Blockchain concept which is one of the most emerging concepts in the field of data management is used. The paper contains the implementation of the digital image processing for feature extraction of nail images, usage of IOT (ThingSpeak cloud) for data storage and implementation of Blockchain to keep the system secured and theft free. KEY WORDS: Int ernet of thin gs (IOT), Image proc essin g, Thin gSpeak, RG B vavalues, Mean pi xel vavalues, Bloc kchain , Hash key. Disease Diagnostic System: Abnormalities in Human Nail [O] . Pranav S. Wazarkar 2020

机译：摘要的各个身体部位或器官可被分析以识别在人体内的不同的疾病。指甲分析来识别人体疾病的方法之一。指甲是身体一部分是离心脏最远，因此在最后接受氧气。作为结果，指甲是第一谁表现出人体疾病的症状。指甲可以容易地捕获用于诊断和没有重装或需要使用指甲图像用于疾病诊断，比如在其他测试和扫描过程没有特定的条件。人的指甲提供有关投诉或取决于它们的形状，纹理和色彩在人体内的任何营养失衡有益的信息。在人类中，许多全身性皮肤疾病是可以很容易地通过两个四肢指甲的仔细检查分析。很多指甲病已发现众多潜在系统性疾病的主要症状。在指甲的颜色，质地和形状的变化是许多疾病主要影响指甲的迹象。考虑到所有的指甲的这些性能的系统被提出，用于识别人指甲这样的变化以获得更精确的结果，并毫不费力预测许多疾病用途的数字图像处理（DIP）方法。随着物联网（IOT）的概念，新兴的互联网将生成的报告提供远程，这将帮助用户降低运输工作。由于系统必须处理大量的私人数据，数据的安全性必须得到保证。为了保持数据的机密性，使用Blockchain的概念，它是在数据管理领域的大多数新兴的概念之一。本文包含了数字图像处理的指甲图像，IOT（ThingSpeak云）的使用为数据存储和执行Blockchain的特征提取的执行，以保持固定的系统和盗窃免费。关键词：诠释薄GS（IOT），图像的ERNET PROC essin克，薄型gSpeak，RG乙vavalues，平均数PI XEL vavalues，阵营kchain，哈希密钥。疾病诊断系统：在人类指甲异常
8. Comparison of Cirrus Cloud Models: A Project of the GEWEX Cloud System Study (GCSS) Working Group on Cirrus Cloud Systems [R] . Starr, D. O. C. , Benedetti, A. , Boehm, M. , 2000

机译：Cirrus Cloud模型比较：GEWEX云系统研究项目（GCss）Cirrus Cloud systems工作组

Comparison Study of Big Data Processing Systems for IoT Cloud Environment

摘要

著录项

引文网络

相似文献

相关主题

期刊订阅