2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)最新文献

A Distributed Environment Decision Maker Based on Machine Learning Techniques 基于机器学习技术的分布式环境决策者

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.15

E. M. Oliveira, J. C. Estrella, S. Reiff-Marganiec

{"title":"A Distributed Environment Decision Maker Based on Machine Learning Techniques","authors":"E. M. Oliveira, J. C. Estrella, S. Reiff-Marganiec","doi":"10.1109/SOSE.2017.15","DOIUrl":"https://doi.org/10.1109/SOSE.2017.15","url":null,"abstract":"There are many computational options nowadays, capable to serve properly a wide range of users. Web Services, Cloud Computing, Internet of Things among others are some of the ways technology can be offered. To scientific research this variety is fundamental. One of the major concerns in distributed environments such as cloud computing is the size of data and how to handle it's transport. In some cases, it is necessary to save information in hard drives and send it to other locations. The experiments in Protein Structure Predictions (PSP) usually results in very large amounts of data that are difficult to move from one place to another. Besides that, those results have different computational costs, processing time and price range. The current state-of-art shows the limitations the researchers have to face when working with local computers and most of their work is focused on improve the PSP algorithms. We understand that the historic runs in such systems are a reliable source to be studied and we propose a application of machine learning techniques that can be used as a base for a decision maker capable of defining machine configurations and a proper set-up, while keeping Quality of Service (QoS). The results of the kNN algorithm show a strategy capable of predicting with good accuracy the outcomes such as processing time and resulting file sizes. This defines the base for the decision maker mechanism.","PeriodicalId":312672,"journal":{"name":"2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116943159","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

Service-Oriented Reference Architecture for Smart Cities 面向服务的智慧城市参考体系结构

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.29

S. J. Clement, D. McKee, Jie Xu

{"title":"Service-Oriented Reference Architecture for Smart Cities","authors":"S. J. Clement, D. McKee, Jie Xu","doi":"10.1109/SOSE.2017.29","DOIUrl":"https://doi.org/10.1109/SOSE.2017.29","url":null,"abstract":"The trend towards turning existing cities into smart cities is growing. Facilitated by advances in computing such as Cloud services and Internet of Things (IoT), smart cities propose to bring integrated, autonomous systems together to improve quality of life for their inhabitants. Systems such as autonomous vehicles, smart grids and intelligent traffic management are in the initial stages of development. However, as of yet there, is no holistic architecture on which to integrate these systems into a smart city. Additionally, the existing systems and infrastructure of cities is extensive and critical to their operation. We cannot simply replace these systems with smarter versions, instead the system intelligence must augment the existing systems. In this paper we propose a service oriented reference architecture for smart cities which can tackle these problems and identify some related open research questions. The abstract architecture encapsulates the way in which different aspects of the service oriented approach span through the layers of existing city infrastructure. Additionally, the extensible provision of services by individual systems allows for the organic growth of the smart city as required.","PeriodicalId":312672,"journal":{"name":"2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)","volume":"136 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124544546","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: 49

A Framework for IoT-Based Monitoring and Diagnosis of Manufacturing Systems 基于物联网的制造系统监测与诊断框架

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.26

I. Yen, Shuai Zhang, F. Bastani, Yuqun Zhang

{"title":"A Framework for IoT-Based Monitoring and Diagnosis of Manufacturing Systems","authors":"I. Yen, Shuai Zhang, F. Bastani, Yuqun Zhang","doi":"10.1109/SOSE.2017.26","DOIUrl":"https://doi.org/10.1109/SOSE.2017.26","url":null,"abstract":"IoT systems have gained increasing attentions in research community and industry. Tens of billions of devices are now connected to the Internet and quintillion bytes of data are generated from sensing devices every day. One of the important applications of IoT systems in industry is monitoring, fault detection, and diagnosis of manufacturing systems (MFDM). However, current practices in the development of such systems are individualized with each company developing their own solutions. To address this issue, we propose a SaaS-centered framework for manufacturing system health management. The configurability and easy evolution of SaaS can facilitate reuse and sharing of data, processes, and technologies. Besides the general framework, we also look into the technologies that are important for the framework. The literature in time series data storage and the techniques for mining correlated data are reviewed and the gaps are identified. To bridge the gap, we discuss some potential methods for resolving the problems. We also consider how to incorporate the potential techniques into our framework for effective fault detection and diagnosis.","PeriodicalId":312672,"journal":{"name":"2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)","volume":"735 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124388433","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: 28

IoT Metadata Creation System for Mobile Images and Its Applications 移动影像物联网元数据创建系统及其应用

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.18

Hsin-Yi Tseng, Cheng-Ting Lee, Cho-An Lin, P. Chou

{"title":"IoT Metadata Creation System for Mobile Images and Its Applications","authors":"Hsin-Yi Tseng, Cheng-Ting Lee, Cho-An Lin, P. Chou","doi":"10.1109/SOSE.2017.18","DOIUrl":"https://doi.org/10.1109/SOSE.2017.18","url":null,"abstract":"This paper proposes the capturing of IoT data andtheir embedding as metadata in digital snapshots, includingphotos, audios, and videos. Specifically, we focus on IoT devicesbased on Bluetooth Low Energy (BLE) Technology, whichis used for not only data communication but also proximitysensing and is ubiquitous in wearables, smartphones, personaltags, indoor-navigation beacons, and home-automation devices. The IoT metadata can cover different levels, from the radiosignal strength and the media-access controller (MAC) addressto device name, indoor location, temperature, humidity, airquality, and advertising messages. These IoT data can readilyaugment metadata such as timestamp, GPS location, and camerasettings already captured by today's cameras and saved indigital photo files. With such IoT metadata, the user will havemuch richer ways to understand the subject and environmentof the scene being captured by the photo or media, such as thesubject's fitness condition, the advertised events, and the taggedpersonal items at the scene. These metadata will enable newways of searching, querying, and organizing the photos and theassociated objects. Moreover, a novel mechanism we proposeis the ability to pair with a remote device whose identity androuting information is captured as IoT metadata, so that anauthorized user can then pair with it at a later time remotely. We contend that IoT metadata capturing can bring significantbenefits to the users.","PeriodicalId":312672,"journal":{"name":"2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)","volume":"147 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114634830","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

SOA Based Integrated Software to Develop Fault Diagnosis Models Using Machine Learning in Rotating Machinery 基于SOA的旋转机械故障诊断模型的集成软件开发

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.19

Mariela Cerrada-Lozada, F. Pacheco, Réne-Vinicio Sánchez, Diego Cabrera, Jean-Carlo Macancela, Pablo Lucero

{"title":"SOA Based Integrated Software to Develop Fault Diagnosis Models Using Machine Learning in Rotating Machinery","authors":"Mariela Cerrada-Lozada, F. Pacheco, Réne-Vinicio Sánchez, Diego Cabrera, Jean-Carlo Macancela, Pablo Lucero","doi":"10.1109/SOSE.2017.19","DOIUrl":"https://doi.org/10.1109/SOSE.2017.19","url":null,"abstract":"Fault detection and diagnostic software (FDDS) supports technicians and engineers to deal with operational matters, in major cases related to complicated systems and advanced technology that require higher performance expectation. Information and communication technologies play an importantrole for implementing efficient maintenance software, therefore, the development of FDDS is posed as an industrial necessity. In case of industrial rotating machinery, data-driven FDDS using available vibration signals, or other related signals monitored from sensors, is currently viewed as an industrial informatics requirement. This paper proposes the application of a Service Oriented Architecture (SOA) to implement an integrated tool for automatically developing and testing machine learning based fault diagnosis models in rotating machinery. As a result, a generic architecture is obtained which is able to build and implement diagnosis models in similar devices or processes. A condition monitoring software application, using the proposed SOA, was implemented in Java and deployed on a computational environment to test its performance in a experimental test bed, under realistic fault mechanical conditions in a gearbox.","PeriodicalId":312672,"journal":{"name":"2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123905923","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

A Secure Microservice Framework for IoT 物联网安全微服务框架

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.27

Duo Lu, Dijiang Huang, Andrew Walenstein, D. Medhi

{"title":"A Secure Microservice Framework for IoT","authors":"Duo Lu, Dijiang Huang, Andrew Walenstein, D. Medhi","doi":"10.1109/SOSE.2017.27","DOIUrl":"https://doi.org/10.1109/SOSE.2017.27","url":null,"abstract":"The Internet of Things (IoT) has connected an incredible diversity of devices in novel ways, which has enabled exciting new services and opportunities. Unfortunately, IoT systems also present several important challenges to developers. This paper proposes a vision for how we may build IoT systems in the future by reconceiving IoT's fundamental unit of construction not as a \"thing\", but rather as a widely and finely distributed \"microservice\" already familiar to web service engineering circles. Since IoT systems are quite different from more established uses of microservice architectures, success of the approach depends on adaptations that enable them to met the key challenges that IoT systems present. We argue that a microservice approach to building IoT systems can combine in a mutually enforcing way with patterns for microservices, API gateways, distribution of services, uniform service discovery, containers, and access control. The approach is illustrated using two case studies of IoT systems in personal health management and connected autonomous vehicles. Our hope is that the vision of a microservices approach will help focus research that can fill in current gaps preventing more effective, interoperable, and secure IoT services and solutions in a wide variety of contexts.","PeriodicalId":312672,"journal":{"name":"2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126259032","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: 59

A 2D and 3D Indoor Mapping Approach for Virtual Navigation Services 一种用于虚拟导航服务的二维和三维室内制图方法

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.13

Kaixu Liu, G. Motta, B. Tunçer, Iman Abuhashish

{"title":"A 2D and 3D Indoor Mapping Approach for Virtual Navigation Services","authors":"Kaixu Liu, G. Motta, B. Tunçer, Iman Abuhashish","doi":"10.1109/SOSE.2017.13","DOIUrl":"https://doi.org/10.1109/SOSE.2017.13","url":null,"abstract":"Specific navigation systems are necessary to navigate in complex buildings and these should provide a realistic virtual indoor environment. A key issue is creation and management of building documentation. Map information is typically proprietary, sometimes recorded on heterogeneous media, and it is even volatile, such as layouts in a shopping mall, where change is continuous. In order to create a navigation system with a realistic indoor virtual environment, we propose a 2D and 3D indoor mapping approach, which is a key module of indoor services life cycle. Our approach is based on a 3D game engine, which 1) can build an effective 2D SVG map that updates selectively, 2) converts it into a 3D virtual scene automatically at back-end, 3) includes an information management system at back-end, 4) renders and interacts efficiently and effectively on a smart phone, and 5) provides a vivid virtual indoor visualization for users' navigation at front-end. Our solution of back-end includes 2D SVG indoor map management and 3D indoor model creation. Front-end includes indoor 3D modeling and navigation scene implementation in Unity3D. Such indoor mapping approach provides a solid foundation for further indoor management and navigation services.","PeriodicalId":312672,"journal":{"name":"2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120947149","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

Design of an IoT-BIM-GIS Based Risk Management System for Hospital Basic Operation 基于IoT-BIM-GIS的医院基本运营风险管理系统设计

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.22

Shirui Peng, G. Su, Jianguo Chen, Peng Du

引用次数: 28

A Service-Oriented Approach to Interoperable and Secure Personal Health Record Systems 面向服务的方法实现互操作和安全的个人健康记录系统

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.20

Jingquan Li

{"title":"A Service-Oriented Approach to Interoperable and Secure Personal Health Record Systems","authors":"Jingquan Li","doi":"10.1109/SOSE.2017.20","DOIUrl":"https://doi.org/10.1109/SOSE.2017.20","url":null,"abstract":"Personal health records (PHRs) have received increased attention in the health care industry. PHR systems allow individuals to collect, store, use, and share all or part of their medical records, lab results, medications, and self-entered health information. Today PHRs are provided by a broad array of players, including health care providers, health plans, employers, and technology vendors. Many existing PHR systems are institution-specific and have not been concerned with data interoperability and data protection with other vender systems. The paper reported here seeks to address this challenge by presenting an interoperable and secure service-oriented architecture (SOA) approach. We first analyze interoperability issues for contemporary electronic medical record (EMR) systems and health information exchanges (HIEs). We then present a SOA-based approach for the integration of EHR systems and PHR systems and identify the primary focus areas for interoperable and secure PHR systems. We further discuss functional services of a SOA-based PHR system and present a practical case study that demonstrates how interoperability and data security can be incorporated in a large PHR system. The paper concludes by discussing practical implications and future research in SOA-based PHR systems.","PeriodicalId":312672,"journal":{"name":"2017 IEEE Symposium on Service-Oriented System Engineering (SOSE)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128422545","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: 22

Modeling Context-aware Legal Computing with Bigraphs 用图形建模上下文感知法律计算

2017 IEEE Symposium on Service-Oriented System Engineering (SOSE) Pub Date : 2017-04-06 DOI: 10.1109/SOSE.2017.31

Lian Yu, W. Tsai, C. Hu, Baijie Li, Jian-bin Hu, Enyan Deng

引用次数: 3