2012 IEEE Asia-Pacific Services Computing Conference最新文献

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Hadoop MapReduce Framework to Implement Molecular Docking of Large-Scale Virtual Screening Hadoop MapReduce框架实现大规模虚拟筛选的分子对接
2012 IEEE Asia-Pacific Services Computing Conference Pub Date : 2012-12-06 DOI: 10.1109/APSCC.2012.67
Jing Zhao, Ruisheng Zhang, Zhili Zhao, Dianwei Chen, Lujie Hou
{"title":"Hadoop MapReduce Framework to Implement Molecular Docking of Large-Scale Virtual Screening","authors":"Jing Zhao, Ruisheng Zhang, Zhili Zhao, Dianwei Chen, Lujie Hou","doi":"10.1109/APSCC.2012.67","DOIUrl":"https://doi.org/10.1109/APSCC.2012.67","url":null,"abstract":"Traditional virtual screening in the grid needs chemists to upload small molecule files and collect the results manually, which cannot implement docking and collection of results automatically. This caused heavy workload to chemists. In this paper, we took advantage of Hadoop platform in the massive data storage. We stored and managed small molecule files and docking results files using HDFS. In addition, MapReduce programming framework is used for parallel molecular docking to preliminarily process results files, in order to achieve the automation of the virtual screening molecular docking. The research of this thesis will be helpful to drug researcher by offering a massive data storage management system for large-scale virtual screening, and will also provide a reference for drug discovery in the cloud environment to promote the development of computational chemistry e-science.","PeriodicalId":256842,"journal":{"name":"2012 IEEE Asia-Pacific Services Computing Conference","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121687567","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: 13
An OSGi-Based Smart Taxi Service Platform 基于osgi的智能出租车服务平台
2012 IEEE Asia-Pacific Services Computing Conference Pub Date : 2012-12-06 DOI: 10.1109/APSCC.2012.63
Yang Yuan, Kejian Miao, Daqing Zhang, Lin Sun, Chao Chen
{"title":"An OSGi-Based Smart Taxi Service Platform","authors":"Yang Yuan, Kejian Miao, Daqing Zhang, Lin Sun, Chao Chen","doi":"10.1109/APSCC.2012.63","DOIUrl":"https://doi.org/10.1109/APSCC.2012.63","url":null,"abstract":"GPS enabled taxis provide us not only their locations and passenger status information in real-time, but also historical digital traces which could enable innovative services such as smart taxi dispatching, anomalous taxi detection, urban hotspots discovery, bus planning, and so on. Even though researchers have developed algorithms and systems in previous work targeting specific applications, there is no study on a general service framework that can integrate a scalable set of smart taxi services. In this paper, by identifying the potential services and applications in the previous research, we propose an integrated OSGi-based Smart Taxi Service Platform for taxi passengers, drivers, operators as well as the urban planners. By leveraging the component-based architecture of OSGi service framework, the proposed taxi service platform is highly scalable and reusable. We use the taxi fraud detection service as an example to show the reusability of the software components in the service platform, we further evaluate the system performance and response time using a large set of taxi GPS logs and verify the effectiveness of the platform.","PeriodicalId":256842,"journal":{"name":"2012 IEEE Asia-Pacific Services Computing Conference","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122041747","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
Adapkeys: An Adaptive Security Scheme for Network Coding 网络编码的自适应安全方案
2012 IEEE Asia-Pacific Services Computing Conference Pub Date : 2012-12-06 DOI: 10.1109/APSCC.2012.14
Ming He, Lin Chen, Hong Wang, Z. Gong, Fan Dai, Zhihong Liu
{"title":"Adapkeys: An Adaptive Security Scheme for Network Coding","authors":"Ming He, Lin Chen, Hong Wang, Z. Gong, Fan Dai, Zhihong Liu","doi":"10.1109/APSCC.2012.14","DOIUrl":"https://doi.org/10.1109/APSCC.2012.14","url":null,"abstract":"Network coding has emerged as a promising technology to increase network capacity and robustness of ubiquitous networks. However, network coding systems are vulnerable to pollution attacks. In this paper, we propose adapkeys, an adaptive security scheme in network coding allowing participating nodes to rapidly detect corrupted packets generated from pollution attackers. Our work is an innovative adaptive security scheme which use time and space properties of network coding to dynamically adjust the authentication strategy of participating nodes according to the security situation. In addition, adapkeys scheme provides an efficient packet authentication without requiring the existence of any extra secure channels. We also present security analysis and simulation of our scheme, and results demonstrate the practicality and efficiency of adapkeys.","PeriodicalId":256842,"journal":{"name":"2012 IEEE Asia-Pacific Services Computing Conference","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128468536","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 Fast Accurate Interpretive Simulator Based on Shared Basic Block Cache Technique 基于共享基本块缓存技术的快速准确解释模拟器
2012 IEEE Asia-Pacific Services Computing Conference Pub Date : 2012-12-06 DOI: 10.1109/APSCC.2012.30
Yingsong Hu, Dan Li, J. Xiao, Liang Guo
{"title":"A Fast Accurate Interpretive Simulator Based on Shared Basic Block Cache Technique","authors":"Yingsong Hu, Dan Li, J. Xiao, Liang Guo","doi":"10.1109/APSCC.2012.30","DOIUrl":"https://doi.org/10.1109/APSCC.2012.30","url":null,"abstract":"Instruction set simulator plays a very important role in new micro-architecture design domain and cross-platform software design and development. The simulation speed performance and the simulation accuracy are the two most important factors that are used to evaluate simulators. Interpretive instruction simulation technique and compiled instruction simulation technique are the most common used and mature simulation technique. Interpretive instruction simulation technique is flexible and accurate, however, due to its simulation mechanism it has a slow simulation speed. In this paper, a new fast accurate interpretive simulator based on shared basic block cache technique is proposed, which takes advantages of the temporal and spatial locality principle to extremely improve the efficiency of time-consuming fetch-decoding phases of interpretive simulation technique. And the experimental tests show that the shared basic block interpretive simulation technique is especially superior to handle large target machine applications due it mechanism.","PeriodicalId":256842,"journal":{"name":"2012 IEEE Asia-Pacific Services Computing Conference","volume":"356 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125133875","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 Service Intermediary Agent Framework for Web Service Integration 用于Web服务集成的服务中介代理框架
2012 IEEE Asia-Pacific Services Computing Conference Pub Date : 2012-12-06 DOI: 10.1109/APSCC.2012.9
Jian Cao, Jie Wang, Liang Hu, Rujie Lai
{"title":"A Service Intermediary Agent Framework for Web Service Integration","authors":"Jian Cao, Jie Wang, Liang Hu, Rujie Lai","doi":"10.1109/APSCC.2012.9","DOIUrl":"https://doi.org/10.1109/APSCC.2012.9","url":null,"abstract":"Because web services and agent technology can help each other, to integrate them together is becoming a trend. Most of current research works focus on developing an integration framework to provide gateways that can connect the agent and web service worlds. In the paper, the service intermediary agent is proposed as a value-added professional service provider, which can manage a group of inherently related Web services. It organizes Web services as a set of plans and reacts to the requests by selecting and executing the appropriate plans. In order to process the incoming requests intelligently, the semantic goal structure is employed to facilitate plan organizing and plan selecting. The structure of the service intermediary agent and its working process are given. The semantic goal structure together with the deliberation process is given. The case study and experiments are also provided.","PeriodicalId":256842,"journal":{"name":"2012 IEEE Asia-Pacific Services Computing Conference","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129741660","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
Consistency Reflection for Automatic Update of Testing Environment 测试环境自动更新的一致性反射
2012 IEEE Asia-Pacific Services Computing Conference Pub Date : 2012-12-06 DOI: 10.1109/APSCC.2012.49
Chaiwat Sathawornwichit, S. Hosono
{"title":"Consistency Reflection for Automatic Update of Testing Environment","authors":"Chaiwat Sathawornwichit, S. Hosono","doi":"10.1109/APSCC.2012.49","DOIUrl":"https://doi.org/10.1109/APSCC.2012.49","url":null,"abstract":"In this paper, we present an approach for maintaining consistency among design models, system under test, and test components. Our approach provides an automatic updating technique to deal with changes that happen frequently in agile software development. Consistency reflection by automatic updating allows us to cut off manual tasks required in maintaining automated tests and speed up testing process which is a bottleneck in service development lifecycle. We introduce the use of metadata, the data structure that describes structural behavior of the system, in our automatic updating technique. Metadata is used as a common medium for communicating changes to keep consistency among design, system under test, and test components. We present an example of testing process to show how we apply this approach in practice.","PeriodicalId":256842,"journal":{"name":"2012 IEEE Asia-Pacific Services Computing Conference","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126279187","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: 6
Linked Social Service: Connecting Isolated Services into a Global Social Service Network 链接的社会服务:将孤立的服务连接到全球社会服务网络
2012 IEEE Asia-Pacific Services Computing Conference Pub Date : 2012-12-06 DOI: 10.1109/APSCC.2012.32
Wuhui Chen, Incheon Paik, P. Hung
{"title":"Linked Social Service: Connecting Isolated Services into a Global Social Service Network","authors":"Wuhui Chen, Incheon Paik, P. Hung","doi":"10.1109/APSCC.2012.32","DOIUrl":"https://doi.org/10.1109/APSCC.2012.32","url":null,"abstract":"It is considered that Web services have had a tremendous impact on the Web as a potential silver bullet for supporting a distributed service-based economy on a global scale. However, despite the outstanding progress, their uptake on a Web scale has been significantly less than initially anticipated. The reasons are: first, the existing Web service frameworks such as gtraditionalh Web services, semantic Web services, and Web APIs have had a limited impact, second, isolated service islands without links to related services have hampered service discovery and composition. In this paper, we propose a methodology to drive innovation from isolated service islands into the global social service network to connect the islands. First, we propose Linked social service-specific principles based on Linked Data principles for publishing services on the open Web as linked social services using our new service model, and suggest a new platform for constructing a global social service network. Then, an approach is proposed to enable exploitation of a global social service network, providing Linked social service as a service. Finally, experimental results show that the Linked social service can solve the service discovery problem by enabling exploring service to service based on the global social service network.","PeriodicalId":256842,"journal":{"name":"2012 IEEE Asia-Pacific Services Computing Conference","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125967970","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
JRBridge: A Framework of Large-Scale Statistical Computing for R 基于R语言的大规模统计计算框架
2012 IEEE Asia-Pacific Services Computing Conference Pub Date : 2012-12-06 DOI: 10.1109/APSCC.2012.74
Xia Xie, Jie Cao, Hai Jin, Xijiang Ke, Wenzhi Cao
{"title":"JRBridge: A Framework of Large-Scale Statistical Computing for R","authors":"Xia Xie, Jie Cao, Hai Jin, Xijiang Ke, Wenzhi Cao","doi":"10.1109/APSCC.2012.74","DOIUrl":"https://doi.org/10.1109/APSCC.2012.74","url":null,"abstract":"Demands for highly scalable parallel data processing platforms is raising due to an explosion in the number of massive-scale data intensive applications both in industry and in sciences. Performing statistical computing over huge data repositories poses a significant challenge to existing statistical software and computational infrastructure. After analyzing various open source computational infrastructures and their programming paradigm APIs, the results have shown that most of them are JVM based, and their APIs are given as Java interfaces or abstract classes. This paper proposes a generic framework JR Bridge, which can integrate R and JVM-based computational infrastructures by generating Java APIs code wrapper around the native R code automatically and handling type conversion. Using this framework, we build a distributed statistical computing environment by integrating R with Hadoop. With the Hadoop Distributed File System plug in, it brings a way to store and access datasets with millions of objects. With MapReduce plug in, it brings a natural environment to code MapReduce algorithms in R. The experiment result shows JR Bridge scales linearly with the size of the datasets and thus provides a scalable solution for large-scale statistical computing in R.","PeriodicalId":256842,"journal":{"name":"2012 IEEE Asia-Pacific Services Computing Conference","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130896897","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
A New Method of Sample Reduction for Support Vector Classification 一种新的支持向量分类样本约简方法
2012 IEEE Asia-Pacific Services Computing Conference Pub Date : 2012-12-06 DOI: 10.1109/APSCC.2012.57
Ling Wang, Meiling Sui, Qin Li, Haijun Xiao
{"title":"A New Method of Sample Reduction for Support Vector Classification","authors":"Ling Wang, Meiling Sui, Qin Li, Haijun Xiao","doi":"10.1109/APSCC.2012.57","DOIUrl":"https://doi.org/10.1109/APSCC.2012.57","url":null,"abstract":"As a powerful tool in machine learning, Support Vector Machine(SVM) also suffers from expensive computational cost in the training phase due to the large number of original training samples. To overcome this problem, this paper presents a new method based on a two steps of sample reduction to reduce training samples. This algorithm includes cluster detection by Fuzzy C-Means Clustering (FCM) Cluster and sample reduction by Multivariate Gaussian Distribution (MGD). In its implementation, the FCM algorithm is used to cluster the original training samples, and then the MGD is used to reduce the training samples by choosing the only boundary samples for the next training. Experiments show that the algorithm accelerates the training speed without the decrease of classification accuracy.","PeriodicalId":256842,"journal":{"name":"2012 IEEE Asia-Pacific Services Computing Conference","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133566285","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 Approach for Modeling and Analyzing Code Mobility 一种代码迁移建模与分析方法
2012 IEEE Asia-Pacific Services Computing Conference Pub Date : 2012-12-06 DOI: 10.1109/APSCC.2012.43
Junhua Ding, Jidong Ge
{"title":"An Approach for Modeling and Analyzing Code Mobility","authors":"Junhua Ding, Jidong Ge","doi":"10.1109/APSCC.2012.43","DOIUrl":"https://doi.org/10.1109/APSCC.2012.43","url":null,"abstract":"Code mobility provides a flexible paradigm for building high performance mobile computing systems. Because code mobility can cause dynamic configuration of system structures in mobile computing systems, assuring design quality of the system is challenge. Formal specification and analysis provide a rigorous way to ensure system requirements are correctly designed. In this paper, we first introduce the formalism developed based on high level Petri nets and a communication channel mechanism for modeling mobile computing systems specifically code mobility. The formalism has the expressive capacity to naturally model mobile computing systems, and easily define mobility and mobile communication properties in the system. Then we model three representative styles of code mobility in mobile computing systems using the formalism. The formal models developed in this paper provide a solid foundation for formal analysis of code mobility. The formal analysis approach used for analyzing the code mobility models is illustrated via model checking the code mobility models using symbolic model checking tool NuSMV. Through successfully modeling and model checking the code mobility, the paper demonstrates that formal specification and modeling checking provide an effective and efficient way to ensure the design quality of mobile computing systems.","PeriodicalId":256842,"journal":{"name":"2012 IEEE Asia-Pacific Services Computing Conference","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130421621","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
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