检索结果-内蒙古大学图书馆

ieee international conference on Big Data

作者： Nguyen Ho Van Long Ho Torben Bach Pedersen Mai Vu Aalborg University Denmark Tufts University Medford MA USA

ISBN: (纸本)9781665445993

The widespread deployment of IoT systems in the real world today has enabled the generation and collection of an enormous amount of sensor times series. One of the important mining techniques to extract patterns from time series is temporal pattern mining (TPM). Unlike the sequential pattern mining, TPM adds an additional temporal dimension, i.e., time intervals, into extracted patterns, making them more informative. However, adding the extra temporal dimension into patterns results in an additional exponential factor to the growth of the search space, and thus, significantly increases the mining complexity. Current TPM approaches work sequentially, therefore, cannot scale to large datasets. In this paper, we propose distributed Hierarchical Pattern Graph TPM (DHPG-TPM), the first distributed solution that supports large-scale TPM using the leading distributed platform Apache Spark. Moreover, DHPG-TPM employs efficient data structures, distributed bitmap and distributed Hierarchical Pattern Graph that are carefully designed to work efficiently in a distributed environment to enable fast computations of support and confidence. To address the exponential search space of TPM, we design effective distributed pruning techniques based on the Apriori principle and the transitivity property of temporal relations to reduce the search space while minimizing the communication overhead between the cluster nodes. We conduct extensive experiments on real-world and synthetic datasets, showing that DHPG-TPM outperforms the sequential baselines and scales to very large datasets.

关键词： conferences Time series analysis Cluster computing Big Data Data structures Computational efficiency Complexity theory

来源：评论

学校读者我要写书评

暂无评论

Automatic sensing and switching the water pump: A new approach

Automatic sensing and switching the water pump: A new approa...

引用

international conference on Intelligent computing and Control systems (ICICCS)

作者： Uday, Kota Aravind, Chinthanippu Sai MAHE MIT Manipal Dept EEE Manipal Karnataka India MAHE MIT Manipal Dept Mechatron Manipal Karnataka India

ISBN: (纸本)9781728148762

In this paper, we introduce the design of an electronic system for automatic control of water pump motors that are used at homes to fill the overhead tanks with municipal water (piped water). The electric signals generated by the water flow sensor and water detector are feed to the microcontroller. Microcontroller process these detected signals to confirm whether water is present in the pipe and to calculate the water flow rate, to activate the relay that controls the switching of the water pump motor. The motor is switched ON if the water is detected in the pipe and its flow rate is greater than the critical flow rate if any one of the two conditions is not met then the motor is switched OFF. This work will be very helpful for people who rely on municipal water. As municipal water comes at random times in a day (in India), this work helps them to make their life easier.

关键词： water flow sensor micro-controller piped water relay water detector

来源：评论

学校读者我要写书评

暂无评论

Keynote: Long-term Affect and Activity Assessment on the Wrist

Keynote: Long-term Affect and Activity Assessment on the Wri...

引用

ieee Annual conference on Pervasive computing and Communications Workshops (PerCom)

作者： Kristof van Laerhoven University of Siegen Germany

ISBN: (纸本)9781665447249

As inertial sensors have matured and sensors that pick up the wearer's vital signs are steadily improving, I will focus in this talk on the underlying information that can be deduced from the vast array of sensor signals that is currently embedded in the latest generations of smartwatches. Especially the fact that smartwatches allow the long-term and continuous monitoring of their wearer's state opens up a plethora of medical applications. Through examples from recent studies, where wristwatches can spot epileptic seizures, stress, smoking episodes, sleep, and activity, I will try to illustrate why more future users will not want to put their watches off.

关键词： Wrist sensor systems sensor arrays Wearable sensors Wearable computers Stress

来源：评论

学校读者我要写书评

暂无评论

Proceedings - 10th ieee international conference on Control System, computing and Engineering, ICCSCE 2020

Proceedings - 10th IEEE International Conference on Control ...

引用

10th ieee international conference on Control System, computing and Engineering, ICCSCE 2020

ISBN: (纸本)9781728172439

The proceedings contain 34 papers. The topics discussed include: JomDesignLab: bringing artwork design nearer;fault detection method using ANN for power transmission line;modeling and simulation of omnidirectional mobile robot with line follower and obstacles avoidance;EEG frontal theta-beta ratio and frontal midline theta for the assessment of social anxiety disorder;IoT based low cost distributed air quality monitoring system for big data collection;effectiveness smart sensor devices for sustainable irrigation in agriculture;an improved full-search fractal image compression method with dynamic search approach;observer-based control for biomass regulation under discrete measurements;and cubelink system – an on board data handling (OBDH) for space exploration on miniaturized satellite.

关键词：

来源：评论

学校读者我要写书评

暂无评论

Extraction of Nonredundant Information from sensor Networks

Extraction of Nonredundant Information from Sensor Networks

引用

ieee international Workshop on Intelligent Data Acquisition and Advanced computing systems: Technology and Applications

作者： Zbigniew Kokosiński Cracow University of Technology Faculty of Electrical and Computer Engineering Cracow Poland

ISBN: (纸本)9781665426060

In this paper we present four new algorithms for solving Minimum Base Problem (MBP) which is known to be NP-complete. The problem arises in wide or dense sensor networks in which a huge number of sensors provides a highly redundant source of information and should be reduced for further processing. In many cases a proper selection of nonredundant subset of the set of all sensors is reasonable both from economical point of view and the computational complexity of processing vast input data by software or hardware. Both exact and approximate algorithms are to be developed and applied for this task. In addition a hybrid metaheuristic shown.

关键词： conferences Software algorithms Metaheuristics Data acquisition Approximation algorithms Software Hardware

来源：评论

学校读者我要写书评

暂无评论

1st international Workshop on distributed computing for Emerging Smart Networks, DiCES-N 2019

1st International Workshop on Distributed Computing for Emer...

引用

1st international Workshop on distributed computing for Emerging Smart Networks, DiCES-N 2019

ISBN: (纸本)9783030401306

The proceedings contain 9 papers. The special focus in this conference is on distributed computing for Emerging Smart Networks. The topics include: A Comparative Study of Vehicle Detection Methods in a Video Sequence;energy Efficient Handshake Algorithm for Wireless sensor Networks;Inter-slice Mobility Management in the Context of SDN/NFV Networks;on a New Quantization Algorithm for Secondary User Scheduling in 5G Network;an Efficient Fault-Tolerant Scheduling Approach with Energy Minimization for Hard Real-Time Embedded systems;using Dynamic Bayesian Networks to Solve Road Traffic Congestion in the Sfax City;energy Efficient Target Coverage in Wireless sensor Networks Using Adaptive Learning.

关键词：

来源：评论

学校读者我要写书评

暂无评论

Self-Awareness for Autonomous systems

引用

PROCEEDINGS OF THE ieee 2020年第7期108卷 971-975页

作者： Dutt, Nikil Regazzoni, Carlo S. Rinner, Bernhard Yao, Xin Nikil Dutt (Fellow IEEE) received the Ph.D. degree from the University of Illinois at Urbana–Champaign Champaign IL USA in 1989.""He is currently a Distinguished Professor of computer science (CS) cognitive sciences and electrical engineering and computer sciences (EECS) with the University of California at Irvine Irvine CA USA. He is a coauthor of seven books. His research interests include embedded systems electronic design automation (EDA) computer architecture distributed systems healthcare Internet of Things (IoT) and brain-inspired architectures and computing.""Dr. Dutt is a Fellow of ACM. He was a recipient of the IFIP Silver Core Award. He has received numerous best paper awards. He serves as the Steering Committee Chair of the IEEE/ACM Embedded Systems Week (ESWEEK). He is also on the steering organizing and program committees of several premier EDA and embedded system design conferences and workshops. He has served on the Editorial Boards for the IEEE Transactions on Very Large Scale Integration (VLSI) Systems and the ACM Transactions on Embedded Computing Systems and also previously served as the Editor-in-Chief (EiC) for the ACM Transactions on Design Automation of Electronic Systems. He served on the Advisory Boards of the IEEE Embedded Systems Letters the ACM Special Interest Group on Embedded Systems the ACM Special Interest Group on Design Automationt and the ACM Transactions on Embedded Computing Systems. Carlo S. Regazzoni (Senior Member IEEE) received the M.S. and Ph.D. degrees in electronic and telecommunications engineering from the University of Genoa Genoa Italy in 1987 and 1992 respectively.""He is currently a Full Professor of cognitive telecommunications systems with the Department of Electrical Electronics and Telecommunication Engineering and Naval Architecture (DITEN) University of Genoa and a Co-Ordinator of the Joint Doctorate on Interactive and Cognitive Environments (JDICE) international Ph.D. course started initially as EU Erasmus Mundus Project and

Autonomous systems are able to make decisions and potentially take actions without direct human intervention, which requires some knowledge about the system and its environment as well as goal-oriented reasoning. In computer systems, one can derive such behavior from the concept of a rational agent with autonomy (“control over its own actions”), reactivity (“react to events from the environment”), proactivity (“act on its own initiative”), and sociality (“interact with other agents”) as fundamental properties \n[1]\n. Autonomous systems will undoubtedly pervade into our everyday lives, and we will find them in a variety of domains and applications including robotics, transportation, health care, communications, and entertainment to name a few. \nThe articles in this month’s special issue cover concepts and fundamentals, architectures and techniques, and applications and case studies in the exciting area of self-awareness in autonomous systems.

关键词： Special issues and sections Autonomous systems Self-aware Robot sensing systems Computational modeling

来源：评论

学校读者我要写书评

暂无评论

Proceedings - 2020 ieee international conference on Smart computing, SMARTCOMP 2020

Proceedings - 2020 IEEE International Conference on Smart Co...

引用

6th ieee international conference on Smart computing, SMARTCOMP 2020

ISBN: (纸本)9781728169972

The proceedings contain 74 papers. The topics discussed include: multi-modal adversarial training for crisis-related data classification on social media;learning mobility flows from urban features with spatial interaction models and neural networks;LAXARY: a trustworthy explainable twitter analysis model for post-traumatic stress disorder assessment;from smart city to smart citizen: rewarding waste recycle by designing a data-centric IoT based garbage collection service;MobIntel: sensing and analytics infrastructure for urban mobility intelligence;data ingestion and inspection for smart city applications;a scalable distributed system for precision irrigation;towards AI conversing : FloodBot using deep learning model stacks;and privacy-aware sensor data upload management for securely receiving smart home service.

关键词：

来源：评论

学校读者我要写书评

暂无评论

Large-Scale Information and Communications Technology (ICT) Management in Smart Cities based on Edge to Cloud Orchestration

Large-Scale Information and Communications Technology (ICT) ...

引用

2nd ieee international conference on Omni-Iayer Intelligent systems (ieee COINS)

作者： Sinaeepourfard, Amir Krogstie, John Soltvedt, Torbjorn Kirkevik Skuggevik, Thomas Norwegian Univ Sci & Technol Dept Comp Sci Trondheim Norway

ISBN: (纸本)9781728163710

A smart city has changed the city landscape with the assistance of ICT, and sensor-enabled internet of things (IoT) devices. The development of a ubiquitous connected source environment is to be complicated and global to improve service performance delivery, cost-effectiveness, and using all capabilities of technology resources. For gaining those benefits in the smart city, it is necessary to design a capable ICT architecture. The ICT architecture in the smart city must provide the facility to organize all technology resources, the produced data, network communication orchestration, and services in the large scale of smart cities. In today's smart cities, three main different ICT architecture proposals are available, Centralized, Decentralized -to-Centralized, and distributed -to -Centralized. Centralized ICT architectures are designed based on Cloud technologies. The Decentralized -to-Centralized and distributed -to-Centralized ICT architectures are using the multiple facilities from the joined benefits of edge to Cloud technologies orchestration. In this paper, we first describe these three ICT architectures in smart cities. Besides, we present our proposed Decentralized-to-Centralized and distributed -to-Centralized ICT architectures in smart cities. Second, we show how our ICT architecture can be beneficial for Large-Scale ICT management through different use case studies. Finally, we describe the advantages of our ICT architecture and discuss challenges.

关键词： Smart City Large-Scale IoT Management Large-Scale ICT Management Decentralized-to -Centralized ICT Architecture distributed-to -Centralized ICT Architecture

来源：评论

学校读者我要写书评

暂无评论

Holarchy for line-less mobile assembly systems operation in the context of the internet of production 14

Holarchy for line-less mobile assembly systems operation in ...

引用

14th CIRP conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME 2020

作者： Buckhorst, Armin Friedrich Montavon, Benjamin Wolfschläger, Dominik Buchsbaum, Melanie Shahidi, Amir Petruck, Henning Kunze, Ike Pennekamp, Jan Brecher, Christian Hüsing, Mathias Corves, Burkhard Nitsch, Verena Wehrle, Klaus Schmitt, Robert Heinrich Department of Production Metrology and Quality Management Laboratory for Machine Tools and Production Engineering WZL of RWTH Aachen RWTH Aachen University Campus-Boulvard 30 Aachen52074 Germany Department of Machine Tools Laboratory for Machine Tools and Production Engineering WZL of RWTH Aachen RWTH Aachen University Campus-Boulvard 30 Aachen52074 Germany Institute of Mechanism Theory Machine Dynamics and Robotics RWTH Aachen University Eilfschornsteinstraße 18 Aachen52062 Germany Institute of Industrial Engineering and Ergonomics RWTH Aachen University Eilfschornsteinstraße 18 Aachen52062 Germany Department of Communication and Distributed Systems RWTH Aachen University Ahornstr. 55 Aachen52074 Germany

Assembly systems must provide maximum flexibility qualified by organization and technology to offer cost-compliant performance features to differentiate themselves from competitors in buyers' markets. By mobilization of multipurpose resources and dynamic planning, Line-less Mobile Assembly systems (LMASs) offer organizational reconfigurability. By proposing a holarchy to combine LMASs with the concept of an Internet of Production (IoP), we enable LMASs to source valuable information from cross-level production networks, physical resources, software nodes, and data stores that are interconnected in an IoP. The presented holarchy provides a concept of how to address future challenges, meet the requirements of shorter lead times, and unique lifecycle support. The paper suggests an application of decision making, distributed sensor services, recommender-based data reduction, and in-network computing while considering safety and human usability alike. © 2021 The Authors. Published by Elsevier B.V.

关键词： Assembly

来源：评论

学校读者我要写书评

暂无评论

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案：

请选择收藏分类：

通借通还

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：