2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS)最新文献

A Versatile Simulation Model of Agile Production by Autonomous Systems 自主系统敏捷生产的通用仿真模型

2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2017-06-08 DOI: 10.1109/ISADS.2017.54

L. V. Moergestel, Hylco Uding, Nathan Schaaphuizen, Daan Leijen, D. V. D. Berg, Hendrik Cornelisse, M. Veldhuizen, Martijn van der Struijk, E. Puik, Daniël Telgen, J. Meyer

引用次数: 3

Inverse Innovation: Ripple Railway Model to Acquire Local Industries Based on User’s Viewpoint in Thailand 逆创新:基于用户视角的泰国涟漪铁路模式获取地方产业

2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2017-05-17 DOI: 10.1109/ISADS.2017.43

Satoshi Funabashi, Ryuya Sato, Tamon Miyake, R. Tsumura, K. Mori

引用次数: 0

Autonomous Decentralized Privacy-Enabled Data Preparation Architecture for Multicenter Clinical Observational Research 多中心临床观察研究的自主分散隐私数据准备体系结构

2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2017-03-22 DOI: 10.1109/ISADS.2017.38

Khalid Mahmood, Varun Sathyan, H. Kanaan, G. Malik, Hafiz Malik

{"title":"Autonomous Decentralized Privacy-Enabled Data Preparation Architecture for Multicenter Clinical Observational Research","authors":"Khalid Mahmood, Varun Sathyan, H. Kanaan, G. Malik, Hafiz Malik","doi":"10.1109/ISADS.2017.38","DOIUrl":"https://doi.org/10.1109/ISADS.2017.38","url":null,"abstract":"Tailoring treatment and clinical decision making to a person's unique characteristics is the next milestone for healthcare informatics, but for it to be accomplished, big data analytics for identifying risk factors and other hidden patterns among patients become paramount. In future these analytics will take the form of multicenter observational research, for which data preparation is vital. Specifically, quality data must be obtained in a timely manner while protecting the privacy of patients in the health records shared among researchers. Furthermore, the coordination and cooperation of a fluctuating number of medical data sources containing these records for clinical data distribution is an additional requirement in multicenter studies. Thus, we propose an autonomous decentralized, privacy-enabled data preparation architecture and novel SEDTM algorithm to meet these requirements, censuring sensitive information via filtration, and extracting relevant clinical data with a fully automated approach. Our evaluation demonstrates a 40% - 60% increase in the retrieval of quality patient data, compared to traditional semantic similarity, for our proposed SEDTM algorithm.","PeriodicalId":303882,"journal":{"name":"2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS)","volume":"126 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122485590","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

Massive-Scale Automation in Cyber-Physical Systems: Vision & Challenges 信息物理系统中的大规模自动化:愿景与挑战

2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2017-03-22 DOI: 10.1109/ISADS.2017.56

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

{"title":"Massive-Scale Automation in Cyber-Physical Systems: Vision & Challenges","authors":"D. McKee, S. J. Clement, Jaber Almutairi, Jie Xu","doi":"10.1109/ISADS.2017.56","DOIUrl":"https://doi.org/10.1109/ISADS.2017.56","url":null,"abstract":"The next era of computing is the evolution of the Internet of Things (IoT) and Smart Cities with development of the Internet of Simulation (IoS). The existing technologies of Cloud, Edge, and Fog computing as well as HPC being applied to the domains of Big Data and deep learning are not adequate to handle the scale and complexity of the systems required to facilitate a fully integrated and automated smart city. This integration of existing systems will create an explosion of data streams at a scale not yet experienced. The additional data can be combined with simulations as services (SIMaaS) to provide a shared model of reality across all integrated systems, things, devices, and individuals within the city. There are also numerous challenges in managing the security and safety of the integrated systems. This paper presents an overview of the existing state-of-the-art in automating, augmenting, and integrating systems across the domains of smart cities, autonomous vehicles, energy efficiency, smart manufacturing in Industry 4.0, and healthcare. Additionally the key challenges relating to Big Data, a model of reality, augmentation of systems, computation, and security are examined.","PeriodicalId":303882,"journal":{"name":"2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114031517","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: 32

Distributed Big Data Analytics in Service Computing 服务计算中的分布式大数据分析

2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2017-03-22 DOI: 10.1109/ISADS.2017.17

Weider D. Yu, Avinash Gottumukkala, Deenash Arivazhagan Senthailselvi, Prabhu Maniraj, Tushar Khonde

引用次数: 6

Analysis on the Security Architecture of ZigBee Based on IEEE 802.15.4 基于IEEE 802.15.4的ZigBee安全体系结构分析

2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2017-03-22 DOI: 10.1109/ISADS.2017.23

B. Fan

引用次数: 15

Lightweight Backup and Efficient Recovery Scheme for Health Blockchain Keys 健康区块链密钥的轻量级备份和高效恢复方案

2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2017-03-22 DOI: 10.1109/ISADS.2017.22

Huawei Zhao, Yong Zhang, Yun Peng, R. Xu

{"title":"Lightweight Backup and Efficient Recovery Scheme for Health Blockchain Keys","authors":"Huawei Zhao, Yong Zhang, Yun Peng, R. Xu","doi":"10.1109/ISADS.2017.22","DOIUrl":"https://doi.org/10.1109/ISADS.2017.22","url":null,"abstract":"Blockchain is a technology of recording ledgers in a distributed manner. It uses a consensus mechanism, digital signature and hash chains to realize the reliable storage of ledgers, and provide services such as traceability, integrity and no-repudiation for transactions in ledgers in a decentralized way. These services make blockchain have great application potentiality in the fields of healthcare, Fintech, computational law and so on. Before wide spreading its applications, blockchain must solve problems such as efficiency and privacy. Among these problems the privacy is an important one. Because blocks on blockchain are open, when transactions in blocks involve privacy data, these data can be leaked. Thus, certain security mechanisms must be built to protect privacy data. The core of these mechanisms is the appropriate key management schemes. However, blockchain is a developing technology, and few studies have been done on key management schemes for it. Because healthcare is a big application scenario of blockchain, in this paper, according to the features of health blockchain, we use body sensor network to design a lightweight backup and efficient recovery scheme for keys of health blockchain. Analyses show that the scheme has high security and performance, and it can be used to protect privacy messages on health blockchain effectively and to promote the application of health blockchain.","PeriodicalId":303882,"journal":{"name":"2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123186767","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: 75

Dynamic Clustering Based Congestion Minimization Technique for Wireless Sensor Networks 基于动态聚类的无线传感器网络拥塞最小化技术

2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2017-03-22 DOI: 10.1109/ISADS.2017.31

M. Haque, Faisal Tariq, Xiaodong Lu

{"title":"Dynamic Clustering Based Congestion Minimization Technique for Wireless Sensor Networks","authors":"M. Haque, Faisal Tariq, Xiaodong Lu","doi":"10.1109/ISADS.2017.31","DOIUrl":"https://doi.org/10.1109/ISADS.2017.31","url":null,"abstract":"Wireless sensor network is one of the effective tools for data gathering in a variety of environments which has a lot of challenges. Controlling the congestion is one of the challenges that primarily depends on the way the large number of sensors in a network are organized and controlled. A group of nodes is called a cluster which sends information to the gateway through the cluster head. This structure helps the sensor networks to operate smoothly (i.e., without any congestion) under light or normal load and then a significant part of the network suddenly becomes active in response to the event of interest. During the event of interest the sensor nodes generate a huge amount of message which causes congestion in the network. The traditional solution of this problem is to decrease the source generation rate. Usually in cluster network the congestion happens in the cluster head which forwards all messages of the cluster and downstream clusters' messages. A cluster head can reduce some message load by shifting some its sensors to neighbouring cluster. A lightly loaded neighbor cluster head expands the cluster by receiving some sensors to reduce the load of the congested neighbor cluster. In this way, if a number of cluster heads on the downstream routing path of the congested cluster head apply the same process then the total amount of message reduction creates a significant effect towards reducing the congestion. This paper introduces the cluster shrinking and expending technique in a special way considering the congestion in the network. Simulation results are presented to verify the effectiveness of the proposed cluster shrinking and expanding technique.","PeriodicalId":303882,"journal":{"name":"2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129913978","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

Dynamic Resource Allocation Algorithm for Container-Based Service Computing 基于容器的服务计算动态资源分配算法

2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2017-03-22 DOI: 10.1109/ISADS.2017.20

Ye Tao, Xiaodong Wang, Xiaowei Xu, Yinong Chen

引用次数: 29

Towards applying OCR and Semantic Web to achieve optimal learning experience 面向应用OCR和语义网实现最佳学习体验

2017 IEEE 13th International Symposium on Autonomous Decentralized System (ISADS) Pub Date : 2017-03-22 DOI: 10.1109/ISADS.2017.40

Kiran Badwaik, Khalid Mahmood, Asif Raza

引用次数: 5