The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE)最新文献

Towards a new design of firewall: Anomaly elimination and fast verifying of firewall rules 一种新的防火墙设计:异常消除和防火墙规则的快速验证

The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE) Pub Date : 2013-05-29 DOI: 10.1109/JCSSE.2013.6567326

Suchart Khummanee, Atipong Khumseela, S. Puangpronpitag

引用次数: 21

RapidMiner framework for manufacturing data analysis on the cloud RapidMiner框架，用于云上的制造数据分析

The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE) Pub Date : 2013-05-29 DOI: 10.1109/JCSSE.2013.6567336

Nopparoot Kitcharoen, Sasithorn Kamolsantisuk, Reenapat Angsomboon, T. Achalakul

{"title":"RapidMiner framework for manufacturing data analysis on the cloud","authors":"Nopparoot Kitcharoen, Sasithorn Kamolsantisuk, Reenapat Angsomboon, T. Achalakul","doi":"10.1109/JCSSE.2013.6567336","DOIUrl":"https://doi.org/10.1109/JCSSE.2013.6567336","url":null,"abstract":"This research proposes a manufacturing data analysis framework in the form of computing blocks. The aim is to identify the parameters/attributes that affect the production yield as well as the root cause of the manufacturing problems. The framework is designed to be flexible and exploit the cloud as a computing platform. The manufacturing data are obtained from the database of the production lines in the food industry and pre-processed. Then, the correlation analysis and the decision tree algorithm are applied. The root cause parameters of yield degradation are identified in the form of decision rules. In addition, the analysis framework is built based on the workflow concept where several computing blocks can be linked together to form a workflow graph. Each computing block can be tailored made to fit the food manufacturing data. RapidMiner, a GUI-based tool for data mining, is selected as the workflow engine. The designed statistical analysis modules are then built as plugged-ins to RapidMiner. To construct a workflow, the plant engineers can use basic data mining modules as well as our custom designed ones. Moreover, RapidAnalytics is customized to allow the computing blocks to be scheduled onto the private cloud. The designed framework is thus flexible and suitable for agile manufacturing process in Thailand's food industry.","PeriodicalId":199516,"journal":{"name":"The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129594781","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: 14

Using association rules to identify root causes of CRD in broilers 利用关联规则识别肉鸡CRD的根本原因

The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE) Pub Date : 2013-05-29 DOI: 10.1109/JCSSE.2013.6567346

S. Maneewongvatana, S. Maneewongvatana, Tanate Lojitamnuay, Mallika Juthasong

引用次数: 2

Improving performance of a mobile personalized recommendation engine using multithreading 使用多线程改进移动个性化推荐引擎的性能

The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE) Pub Date : 2013-05-29 DOI: 10.1109/JCSSE.2013.6567338

Komkid Chatcharaporn, J. Angskun, T. Angskun

引用次数: 2

An Open Monitoring Environment for primary school children engaged in tablet-based learning 面向小学生平板电脑学习的开放式监测环境

The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE) Pub Date : 2013-05-29 DOI: 10.1109/JCSSE.2013.6567344

A. Harfield, I. Jormanainen, Jaratsri Rungrattanaubol, Ratchada Pattaranit

{"title":"An Open Monitoring Environment for primary school children engaged in tablet-based learning","authors":"A. Harfield, I. Jormanainen, Jaratsri Rungrattanaubol, Ratchada Pattaranit","doi":"10.1109/JCSSE.2013.6567344","DOIUrl":"https://doi.org/10.1109/JCSSE.2013.6567344","url":null,"abstract":"The current trend of tablet computers as learning tools in the classroom places extra demands on the teacher. Learning environments are needed which enable the teacher to monitor the progress of their students and to receive alerts when particular students are encountering difficulties. In this paper we develop a support environment for teachers using tablets in primary school first year education. The environment is based on existing research into an Open Monitoring Environment that enables the teacher to explore and elaborate a model of student progress. Using the data collected from science activities on tablets in a Thai school, the developed system offers teachers insight into the state of the learning progress of students. An example visualisation is provided that can help the teacher to explore which students are progressing well and which students are having difficulty. Furthermore, the unique quality of the environment is in its flexibility to extend the model with new visualisations or metrics in order to better understand the learning activity.","PeriodicalId":199516,"journal":{"name":"The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123984819","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

Experimental framework for searching large RDF on GPUs based on key-value storage 基于键值存储的gpu上大型RDF搜索实验框架

The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE) Pub Date : 2013-05-29 DOI: 10.1109/JCSSE.2013.6567340

Chidchanok Choksuchat, C. Chantrapornchai

{"title":"Experimental framework for searching large RDF on GPUs based on key-value storage","authors":"Chidchanok Choksuchat, C. Chantrapornchai","doi":"10.1109/JCSSE.2013.6567340","DOIUrl":"https://doi.org/10.1109/JCSSE.2013.6567340","url":null,"abstract":"Resource Description Framework (RDF) is commonly used for the semantic web query. During this decade, due to big data processing, the large numbers of RDF triples are crawled. The triples usually stored distributed on the clouds storage or the large clusters. To search for the query answer, it is usually difficult to handle the search across platforms. Also, the search takes a long executed time. Thus, the data representation and platform are important to speedup the search and handle the heterogeneousness. In this paper, we present the experimental framework which can be used to handle the search of RDF data in GPU clusters. Our framework uses the Java platform to manipulate the semantic query while using JCuda1 to perform the GPU processing. Apache Cassandra storage, known as CumulusRDF, is used to store key-values for searching. In the experiments, DBpedia and Freebase dataset are extracted and manipulated. The triple structures are transformed and loaded into Apache Cassandra storage as CumulusRDF's flat layout. The subject-predicate-object keys are kept in CQL caching. There are about 3-hundred-million tags that can be handled with in one machine, which can reduce time, with an inexpensive cost. We shape the data grid from row-major-ordering of Java, to GPU thread grid of CUDA, retrieved keys to join for finding the correspondence of the RDF graph.","PeriodicalId":199516,"journal":{"name":"The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127077575","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

An implementation of a multi-site virtual cluster cloud 一个多站点虚拟集群云的实现

The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE) Pub Date : 2013-05-29 DOI: 10.1109/JCSSE.2013.6567337

Pongsakorn U-chupala, P. Uthayopas, Koheix Ichikawa, S. Date, H. Abe

{"title":"An implementation of a multi-site virtual cluster cloud","authors":"Pongsakorn U-chupala, P. Uthayopas, Koheix Ichikawa, S. Date, H. Abe","doi":"10.1109/JCSSE.2013.6567337","DOIUrl":"https://doi.org/10.1109/JCSSE.2013.6567337","url":null,"abstract":"The use of virtual cluster for High Performance Computing (HPC) work has a great benefit of hiding the complexity of physical infrastructure while providing a familiar HPC environment for users. Nevertheless, setting up one is still a challenging task for most users. In addition, the ability to span a virtual cluster across a multi-site cloud can even create a great potential for users to harness a much higher processing power from the cloud. In this paper, the development of a multi-site virtual cluster cloud is presented. This is done by providing the cloud infrastructures tailored specifically for virtual cluster deployment along with related utilities such as web-interface monitor and command line tools. To realize this infrastructure, an overlay network is created using Virtual Private Network (VPN) technology to merge every site into a single broadcast domain. Moreover, a Multi-tier VPN network topology is proposed to enhance the communication performance among the multi-site cloud. A smart virtual machine scheduling mechanism is introduced to reduce performance degradation caused by network delays. The experimental results show that the virtual cluster works well with highly parallel task with low communication among task. Thus, this technology can be used to support many classes of important HPC applications.","PeriodicalId":199516,"journal":{"name":"The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125428751","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: 9

Message dropping policy in congested social Delay Tolerant Networks 拥塞社会容忍延迟网络中的消息丢弃策略

The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE) Pub Date : 2013-05-29 DOI: 10.1109/JCSSE.2013.6567330

Tossaphol Settawatcharawanit, S. Yamada, M. Haque, K. Rojviboonchai

引用次数: 9

Detection of wordplay generated by reproduction of letters in social media texts 社交媒体文本中字母复制产生的文字游戏检测

The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE) Pub Date : 2013-05-29 DOI: 10.1109/JCSSE.2013.6567310

P. Hirankan, A. Suchato, P. Punyabukkana

引用次数: 4

Expertise ranking in question-answer social network groups 在问答社交网络群体中的专业知识排名

The 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE) Pub Date : 2013-05-29 DOI: 10.1109/JCSSE.2013.6567341

Chokchai Puttan, T. Senivongse

引用次数: 3