发布求助
文献互助 智能选刊 最新文献

2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT)最新文献

筛选
英文 中文
An MMT based heterogeneous multimedia system using QUIC 基于MMT的QUIC异构多媒体系统
2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT) Pub Date : 2016-10-01 DOI: 10.1109/CCIOT.2016.7868318
Bo Li, Chengzhi Wang, Yiling Xu, Zhan Ma
{"title":"An MMT based heterogeneous multimedia system using QUIC","authors":"Bo Li, Chengzhi Wang, Yiling Xu, Zhan Ma","doi":"10.1109/CCIOT.2016.7868318","DOIUrl":"https://doi.org/10.1109/CCIOT.2016.7868318","url":null,"abstract":"MPEG has developed a new multimedia transport protocol namely MMT for heterogeneous network transport. Considering the characteristics of both broadcast network and internet, MMT has many advantages compared to traditional transport protocols like MPEG2-TS, RTP and so on. Although MMT has defined a detailed transport protocol for broadcast delivery, the broadband transport protocol of MMT has not been implemented specifically. Nowadays, HTTP is the first choice in most MMT systems. In this paper, we develop a new MMT system using QUIC which is developed by Google as a transport protocol atop UDP as the broadband protocol. This system combines the advantages of MMT and QUIC, thus can achieve better performance than existing MMT systems. We also conduct experiments to compare the performance of the two systems. The experiment results verify that using QUIC in MMT can improve the broadband media transport in MMT system.","PeriodicalId":384484,"journal":{"name":"2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125608434","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
The similarity calculation of concept names 概念名称的相似度计算
2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT) Pub Date : 2016-10-01 DOI: 10.1109/CCIOT.2016.7868310
Chongchong Zhao, Aonan Cai
{"title":"The similarity calculation of concept names","authors":"Chongchong Zhao, Aonan Cai","doi":"10.1109/CCIOT.2016.7868310","DOIUrl":"https://doi.org/10.1109/CCIOT.2016.7868310","url":null,"abstract":"With the rapid development of the semantic web, ontology has been rapidly developed. Because of the differences on the constructors and living environments, it causes that different people will get various versions, even when they are constructing the same ontology. How to solve the problem of ontology heterogeneity is a focus issue. There are many ways to solve the ontology heterogeneous issues. But the ontology mapping is the most efficient way to solve ontology heterogeneous issues. In this paper, the concept name similarity algorithm is studied deeply. The concept similarity computing algorithm is not perfect. Thus, this paper proposes an improved concept name similarity algorithm. This paper calculates the edit distance and the semantic similarity. Then the edit distance and the semantic similarity can be integrated into two concepts. Based on the information content, this paper has put forward an improved semantic similarity algorithm. Experiments results show that this algorithm can correspond to the human graded score compared to the traditional semantic similarity algorithm.","PeriodicalId":384484,"journal":{"name":"2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT)","volume":"27 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127094455","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on improving multi-objective flexible job shop scheduling based on Memetic algorithm in the NSGA-II framework NSGA-II框架下基于Memetic算法改进多目标柔性作业车间调度的研究
2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT) Pub Date : 2016-10-01 DOI: 10.1109/CCIOT.2016.7868293
Liang Xu, Zhaohui Xia, Huang Ming
{"title":"Study on improving multi-objective flexible job shop scheduling based on Memetic algorithm in the NSGA-II framework","authors":"Liang Xu, Zhaohui Xia, Huang Ming","doi":"10.1109/CCIOT.2016.7868293","DOIUrl":"https://doi.org/10.1109/CCIOT.2016.7868293","url":null,"abstract":"This paper was the research about multi-objective flexible job shop scheduling based on Memetic algorithm under the improved Non-dominated sorting genetic algorithm II (NSGA - II). On the basis of NSGA-II, a strategy of improving elite which was based on circular crowding distance was designed to increase the diversity of population distribution, prevent algorithm trapping in locally optimal solution, and avoid the disadvantage of premature genetic algorithm. And the research of multi-objective flexible job shop scheduling was established to optimize indexes, which was based on maximum completion time and different equipment load index.","PeriodicalId":384484,"journal":{"name":"2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT)","volume":"110 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114047487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
A storage solution for multimedia files to support data deduplication 多媒体文件存储解决方案，支持重复数据删除
2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT) Pub Date : 2016-10-01 DOI: 10.1109/CCIOT.2016.7868307
Shuai Wang, Jianhai Du, Jifang Wu, Ronghe Wang, J. Lv, Shilong Ma
{"title":"A storage solution for multimedia files to support data deduplication","authors":"Shuai Wang, Jianhai Du, Jifang Wu, Ronghe Wang, J. Lv, Shilong Ma","doi":"10.1109/CCIOT.2016.7868307","DOIUrl":"https://doi.org/10.1109/CCIOT.2016.7868307","url":null,"abstract":"Cloud storage systems have become very important for Internet computing. There are many applications with a lot of multimedia files that have high data redundancy. For this class of applications, traditional file systems are not suitable for storing and accessing multimedia files. Because in these systems, multimedia files are usually divided into several blocks which are stored on many data servers. In order to enable these applications to run efficiently, we propose a model of distributed directory tree to describe the logic structure of directories in the data center. Afterwards, we design and implement the RRMFS (Redundancy Removal Multimedia File System) which can support data de-duplication. The experiment results show that RRMFS not only has good writing performance and good accessing performance when it saves multimedia files with higher redundancy, but also can effectively improve the efficiency of disk storage.","PeriodicalId":384484,"journal":{"name":"2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123069214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
The application research of improved cloud genetic annealing algorithm 改进云遗传退火算法的应用研究
2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT) Pub Date : 2016-10-01 DOI: 10.1109/CCIOT.2016.7868321
Xiaolin Gu, Ming Huang, Xu Liang
{"title":"The application research of improved cloud genetic annealing algorithm","authors":"Xiaolin Gu, Ming Huang, Xu Liang","doi":"10.1109/CCIOT.2016.7868321","DOIUrl":"https://doi.org/10.1109/CCIOT.2016.7868321","url":null,"abstract":"Improved cloud genetic algorithm (ICGA) was proposed in this paper. ICGA combined the characteristics of the powerful global search capability of genetic algorithm (GA) and the powerful local search capability of simulated annealing (SA). The initial solution was generated by GA, the crossover probability (Pc) and the mutation probability (Pm) were generated by the characteristics of randomness and stable tendency of the droplets in the cloud models. Adopting the metropolis sampling process of the SA in the process of crossover and mutation operation, the obtained solution became the initial population of the genetic operations for further evolution. This structure effectively avoided the GA premature and defects of weak local search ability, which improved the search ability of the system. The simulation results further showed the effectiveness of the algorithm.","PeriodicalId":384484,"journal":{"name":"2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT)","volume":"153 8","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114107994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A distribute Reduce Side Join algorithm 一个分布式的Reduce Side Join算法
2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT) Pub Date : 2016-10-01 DOI: 10.1109/CCIOT.2016.7868296
Shengchen Xiao, ShengqiYang, Jian He, Zhangqin Huang
{"title":"A distribute Reduce Side Join algorithm","authors":"Shengchen Xiao, ShengqiYang, Jian He, Zhangqin Huang","doi":"10.1109/CCIOT.2016.7868296","DOIUrl":"https://doi.org/10.1109/CCIOT.2016.7868296","url":null,"abstract":"In this paper, aiming at overcoming the shortcomings of traditional RSJ (Reduce Side Join) algorithm based on MapReduce framework model, an optimized algorithm is proposed to increase the efficiency of the RSJ by using DistributeCache. The idea of Bit-map algorithm is adopted in this algorithm. Specifically, it extracts and compresses the connection attributes of one of the tables to make a “background” data before executing the traditional RSJ algorithm. The algorithm uses DistributeCache to spread it to various nodes. The “background” data is able to filter out the information which is independent from the records in the table, therefore both the network communication and computation cost are decreased, which increases the efficiency of RSJ.","PeriodicalId":384484,"journal":{"name":"2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123361069","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
VM resource constraints based on hierarchy for OpenStack OpenStack基于层次结构的虚拟机资源约束
2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT) Pub Date : 2016-10-01 DOI: 10.1109/CCIOT.2016.7868298
Zhigang Xu, Limin Xiao, Weidian Zhan, Xichun Yue, Li Ruan, Rui Liu
{"title":"VM resource constraints based on hierarchy for OpenStack","authors":"Zhigang Xu, Limin Xiao, Weidian Zhan, Xichun Yue, Li Ruan, Rui Liu","doi":"10.1109/CCIOT.2016.7868298","DOIUrl":"https://doi.org/10.1109/CCIOT.2016.7868298","url":null,"abstract":"With the rise of cloud computing, resource scheduling in cloud computing platform has gained more and more attention. OpenStack, as one of the most popular open source cloud computing platform, has done a lot of work for physical resources scheduling. As is known to all, users of OpenStack need to allocate resources when the VM was created. So the process of resource allocation plays an important role in limiting resources. But multiple VMs running on the same host will compete for resource probably. We will resolve this problem through dividing the users of OpenStack and the VMs on the OpenStack into different hierarchies. Users belonging to a specific level can only create the VM with corresponding level, and then administrators will use Cgroups to limit the resources of VMs according to their hierarchy. We implement a prototype system on OpenStack to demonstrate our design and test the result of the solution. According to the experiments, VMs with different levels will gain corresponding resource limit strategies.","PeriodicalId":384484,"journal":{"name":"2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123467654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Supermarket commodity identification using convolutional neural networks 基于卷积神经网络的超市商品识别
2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT) Pub Date : 2016-10-01 DOI: 10.1109/CCIOT.2016.7868315
Jingsong Li, Xiaochao Wang, Hang Su
{"title":"Supermarket commodity identification using convolutional neural networks","authors":"Jingsong Li, Xiaochao Wang, Hang Su","doi":"10.1109/CCIOT.2016.7868315","DOIUrl":"https://doi.org/10.1109/CCIOT.2016.7868315","url":null,"abstract":"In recent years, with the rapid development of deep learning, it has achieved great success in the field of image recognition. In this paper, we applied the convolution neural network (CNN) on supermarket commodity identification, contributing to the study of supermarket commodity identification. Different from the QR code identification of supermarket commodity, our work applied the CNN using the collected images of commodity as input. This method has the characteristics of fast and non-contact. In this paper, we mainly did the following works: 1. Collected a small dataset of supermarket goods. 2. Built Different convolutional neural network frameworks in caffe and trained the dataset using the built networks. 3. Improved train methods by finetuning the trained model.","PeriodicalId":384484,"journal":{"name":"2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122194284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
The shopping assistant Robot design based on ROS and deep learning 基于ROS和深度学习的购物助理机器人设计
2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT) Pub Date : 2016-10-01 DOI: 10.1109/CCIOT.2016.7868328
Hang Su, Yusi Zhang, Jingsong Li, Jie Hu
{"title":"The shopping assistant Robot design based on ROS and deep learning","authors":"Hang Su, Yusi Zhang, Jingsong Li, Jie Hu","doi":"10.1109/CCIOT.2016.7868328","DOIUrl":"https://doi.org/10.1109/CCIOT.2016.7868328","url":null,"abstract":"As the traditional service robots' artificial intelligence bottlenecks, there is a huge gap between service robots and human intelligence in the cognitive and learning discipline. So the service robots could not be widely applied. As deep learning theory is proposed in 2012, it may lead to a generation leap forward in machine learning discipline, so as to improving the traditional robot's cognitive algorithms. This paper studies the principle of three-dimensional Kinect sensor and the deep learning framework of CNN. We proposed a shopping assistant robot designing method which combined Robot Operation System and deep learning method. Firstly, the ROS packages for the service robot are designed. Secondly, Kinect sensors are used for acquiring the information in the robot. Finally, we use simulation to evaluated the design.","PeriodicalId":384484,"journal":{"name":"2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130277134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Utilization of IoT in the long-term care field in Japan 物联网在日本长期护理领域的应用
2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT) Pub Date : 2016-10-01 DOI: 10.1109/CCIOT.2016.7868326
H. Koezuka
{"title":"Utilization of IoT in the long-term care field in Japan","authors":"H. Koezuka","doi":"10.1109/CCIOT.2016.7868326","DOIUrl":"https://doi.org/10.1109/CCIOT.2016.7868326","url":null,"abstract":"In Japan, the interest of corporation and government for IoT increases. IoT is also viewed as important from the perspective of expectations that it will be an epoch-making development not only in the resolution of technological problems but societal issues as well. Long-term care service becomes very important with rapid aging in Japan. Utilization of IoT in the long-term care service field started to develop rapidly since 2015.","PeriodicalId":384484,"journal":{"name":"2016 2nd International Conference on Cloud Computing and Internet of Things (CCIOT)","volume":"140 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120868632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
首页 上一页 下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信