Proceedings of the Seventh International Conference on the Internet of Things最新文献_第5页

Natural pursuit calibration: using motion trajectories for unobtrusive calibration of mobile eye trackers 自然追踪校准:使用运动轨迹对移动眼动仪进行不显眼的校准

Proceedings of the Seventh International Conference on the Internet of Things Pub Date : 2017-10-22 DOI: 10.1145/3131542.3140271

Michaela Murauer, Michael Haslgrübler, A. Ferscha

引用次数: 8

A two-level hidden Markov model for characterizing data traffic from vehicles 用于表征车辆数据流量的两级隐马尔可夫模型

Proceedings of the Seventh International Conference on the Internet of Things Pub Date : 2017-10-22 DOI: 10.1145/3131542.3131556

Yuhong Li, X. Hao, Hang Zheng, Xiang Su, J. Riekki, Chao Sun, Hanyu Wei, Hao Wang, Lei Han

引用次数: 2

Providing privacy, safety, and security in IoT-based transactive energy systems using distributed ledgers 使用分布式账本为基于物联网的交易能源系统提供隐私、安全和保障

Proceedings of the Seventh International Conference on the Internet of Things Pub Date : 2017-09-27 DOI: 10.1145/3131542.3131562

Aron Laszka, A. Dubey, Michael A. Walker, D. Schmidt

{"title":"Providing privacy, safety, and security in IoT-based transactive energy systems using distributed ledgers","authors":"Aron Laszka, A. Dubey, Michael A. Walker, D. Schmidt","doi":"10.1145/3131542.3131562","DOIUrl":"https://doi.org/10.1145/3131542.3131562","url":null,"abstract":"Power grids are undergoing major changes due to rapid growth in renewable energy resources and improvements in battery technology. While these changes enhance sustainability and efficiency, they also create significant management challenges as the complexity of power systems increases. To tackle these challenges, decentralized Internet-of-Things (IoT) solutions are emerging, which arrange local communities into transactive microgrids. Within a transactive microgrid, \"prosumers\" (i.e., consumers with energy generation and storage capabilities) can trade energy with each other, thereby smoothing the load on the main grid using local supply. It is hard, however, to provide security, safety, and privacy in a decentralized and transactive energy system. On the one hand, prosumers' personal information must be protected from their trade partners and the system operator. On the other hand, the system must be protected from careless or malicious trading, which could destabilize the entire grid. This paper describes Privacy-preserving Energy Transactions (PETra), which is a secure and safe solution for transactive microgrids that enables consumers to trade energy without sacrificing their privacy. PETra builds on distributed ledgers, such as blockchains, and provides anonymity for communication, bidding, and trading.","PeriodicalId":166408,"journal":{"name":"Proceedings of the Seventh International Conference on the Internet of Things","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132878244","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: 94

A hybrid approach for data analytics for internet of things 物联网数据分析的混合方法

Proceedings of the Seventh International Conference on the Internet of Things Pub Date : 2017-08-21 DOI: 10.1145/3131542.3131558

Badraddin Alturki, S. Reiff-Marganiec, Charith Perera

{"title":"A hybrid approach for data analytics for internet of things","authors":"Badraddin Alturki, S. Reiff-Marganiec, Charith Perera","doi":"10.1145/3131542.3131558","DOIUrl":"https://doi.org/10.1145/3131542.3131558","url":null,"abstract":"The vision of the Internet of Things is to allow currently unconnected physical objects to be connected to the internet. There will be an extremely large number of internet connected devices that will be much more than the number of human being in the world all producing data. These data will be collected and delivered to the cloud for processing, especially with a view of finding meaningful information to then take action. However, ideally the data needs to be analysed locally to increase privacy, give quick responses to people and to reduce use of network and storage resources. To tackle these problems, distributed data analytics can be proposed to collect and analyse the data either in the edge or fog devices. In this paper, we explore a hybrid approach which means that both in-network level and cloud level processing should work together to build effective IoT data analytics in order to overcome their respective weaknesses and use their specific strengths. Specifically, we collected raw data locally and extracted features by applying data fusion techniques on the data on resource constrained devices to reduce the data and then send the extracted features to the cloud for processing. We evaluated the accuracy and data consumption over network and thus show that it is feasible to increase privacy and maintain accuracy while reducing data communication demands.","PeriodicalId":166408,"journal":{"name":"Proceedings of the Seventh International Conference on the Internet of Things","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122322977","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

Proceedings of the Seventh International Conference on the Internet of Things 第七届物联网国际会议论文集

Proceedings of the Seventh International Conference on the Internet of Things Pub Date : 1900-01-01 DOI: 10.1145/3131542

引用次数: 4