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检索条件"任意字段=11th International Conference on Embedded and Real-Time Computing Systems and Applications"

共 3210 条记录，以下是1041-1050 订阅

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Activity level assessment of wheelchair users using smart cushion 11

Activity level assessment of wheelchair users using smart cu...

引用

11th international conference on Body Area Networks, BODYNETS 2016

作者： Ma, Congcong Gravina, Raffaele Li, Wenfeng Zhang, Yu Li, Qimeng Fortino, Giancarlo School of Logistics Engineering Wuhan University of Technology Wuhan China Department of Informatics Modeling Electronics and Systems University of Calabria Rende Italy

A large majority of worldwide population, such as office workers and long journey vehicle drivers, spends lot of time everyday in sedentary activities. In this paper, we speciffically focus on the assessment of different levels of wheelchair users' activity. the postures that wheelchair users assume during daily activities hide valuable information that can reveal their wellness and general health condition. Aiming at mining such underlying information, we propose a hamming weight based algorithm to assess the activity level from sitting posture sequences. Using a smart cushion placed on the wheelchair, we can monitor users' postures. Postures sequence is transformed into binary value vector segments in order to reduce the computation load. the algorithm can detect three levels of activity (stationary, moderate or hyperactivity) with high accuracy. the proposed method could be embedded into several potential applications such as health estimation of sitting subjects, activity statistics, and detection of abnormal activities. © 2017 EAI.

关键词： Wheelchairs

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On boosting energy-efficiency of heterogeneous embedded systems via game theory 17

On boosting energy-efficiency of heterogeneous embedded syst...

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8th Workshop on Parallel Programming and Run-time Management Techniques for Many-Core Architectures and 6th Workshop on Design Tools and Architectures For Multicore embedded computing Platforms, PARMA-DITAM 2017

作者： Pereira, David Ilic, Aleksandar Sousa, Leonel INESC-ID Instituto Superior Técnico Universidade de Lisboa Rua Alves Redol 9 Lisbon1000-029 Portugal

ISBN: (纸本)9781450348775

In this paper, a novel game theory based approach for task scheduling on emerging heterogeneous embedded systems is proposed. It relies on the auction concept to assign tasks to players, where players compete against each other by bidding for the tasks in order to acquire them. To ensure the feasibility of game rounds, a set of different utility functions are formulated, such that each player can select its own best strategy, which corresponds to the frequency level that guarantees the minimum energy consumption variation at the overall system level. the proposed energy-aware multiplayer auction-based scheduling approach was extensively evaluated across a set of 13 real applications from 4 standard benchmark suites on the state-of-the-art ARM Juno r2 platform with two different multi-core clusters as composite players, i.e, dual-core Cortex-A72 and a quad-core CortexA53 clusters. For different benchmark combinations, the experimental results show that the proposed approach allows achieving significant energy savings when compared to the standard ARM Linaro, GTS and EAS approaches, i.e., up to 36%, 32% and 22%, respectively. © 2017 ACM.

关键词： Game theory

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Prerequisite Study for the Development of embedded Instrumentation for Plant Phenotyping Using Computational Vision

Prerequisite Study for the Development of Embedded Instrumen...

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international conference on Semantic computing

作者： Nícolas dos Santos Rosa Paulo E. Cruvinel João de Mendonça Naime Embrapa Instrum. Brazilian Agric. Res. Corp. Sao Carlos Brazil Embrapa Instrumentation Brazilian Agricultural Research Corporation São Carlos SP Brazil

this paper sought to investigate the most relevant criteria for determination of an embedded stereo vision system, both in the choice of the cameras and in terms of the processing platform to be used for plant phenotyping. Since this paper is a result of a preliminary study of the real implementation itself, the main motivation was to evaluate the accuracy of the low-cost visual system's field of view and its viability for the proposed application. In addition, the real agricultural scenario was presented and studied, showing how the stereo system should be modeled to meet the accuracy and the portability requirements for using in situ machine vision in agricultural decision-making processes.

关键词： Cameras Robot vision systems Stereo vision three-dimensional displays Image resolution Agriculture

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An Approach for real-time Stream Reasoning for the Internet of things

An Approach for Real-Time Stream Reasoning for the Internet ...

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international conference on Semantic computing

作者： Markus Endler Jean-Pierre Briot Francisco Silva E Silva Silva Vitor P. de Almeida Edward H. Haeusler Pontifícia Universidade Brazil Department of Informatics Pontifícia Universidade Brazil Sorbonne Universités France Universidade Federal do Maranhao Sao Luis MA BR Pontificia Universidade Catolica do Rio de Janeiro Rio de Janeiro RJ BR

As distributed IoT applications become larger and more complex, the simple processing of raw sensor and actuation data streams becomes impractical. Instead, data streams must be fused into tangible facts and these pieces of information must be combined with a background knowledge to infer new bits of knowledge. And since many IoT applications require almost real-time reactivity to stimuli from the environment this information inference process has to be performed in a continuous, on-line manner. this paper proposes a new semantic model for data stream processing and real-time symbolic reasoning based on the concepts of Semantic Stream and Fact Stream, as a natural extensions of Complex Event Processing (CEP) and RDF (graph-based knowledge model). the main advantages of our approach are that: (a) it considers time as a key relation between pieces of information, (b) the processing of streams can be implemented using CEP and that (c) it is general enough to be applied to any Data Stream Management System (DSMS).

关键词： Semantics Cognition Resource description framework Robot sensing systems Internet of things OWL

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Adaptive Task Mapping and Scheduling for Reconfigurable Distributed embedded Energy Harvesting systems

Adaptive Task Mapping and Scheduling for Reconfigurable Dist...

引用

ACS/IEEE international conference on Computer systems and applications

作者： Wiem Housseyni Olfa Mosbahi Mohamed Khalgui National Institute of Applied Sciences and Technology Institute University of Carthage Tunisia University of Nantes UMR CNRS 6597 Nantes France Tunisia Polytechnic School University of Carthage Tunis Tunisia

As with the requirements of high-performance and flexible computing, reconfigurable computing systems have become a subject of a great deal of research. Reconfigurable computing systems have to deal with unpredictable events from the environment such as arrival of new tasks, and hardware or software failures, by adapting the task allocation and scheduling, in order to maintain the system feasibility and performance. this paper presents a novel adaptive approach to address the real-time task scheduling issue in reconfigurable multiprocessor embedded systems based on energy harvesting with the consideration of system performance optimization. An energy efficient offline task mapping and scheduling algorithm is proposed to balance the workload in the multiprocessor embedded system. In order to optimize the system performance and to guarantee the system correctness in the presence of reconfiguration scenarios, a distributed control system is built to process a task migration. A cost function to evaluate the energy and time overheads of tasks migration is proposed. Extensive performance evaluations show the effectiveness of the proposed approach in terms of deadline miss ratio, and the energy gain compared with the related state-of-the-art techniques.

关键词： Task analysis Energy harvesting real-time systems embedded systems Processor scheduling Dynamic scheduling Heuristic algorithms

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Using Social Sensing to Discover Trends in Public Emotion

Using Social Sensing to Discover Trends in Public Emotion

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international conference on Semantic computing

作者： Maryam Hasan Elke Rundensteiner Xiangnan Kong Emmanuel Agu Computer Science Department Worcester Polytechnic Institute Worcester MA USA

the rapid growth of social media, such as twitter, provides a great opportunity for identifying and analyzing people's emotions in response to various public events, such as epidemics, terrorist attacks and political elections. Detecting the emotions of people on different events are crucial in many applications. However, the high volume and fast pace of social media make it challenging to analyze public emotions from social media data in real-time. In this paper we propose a method to measure public emotion and predict important moments during particular public events. Given a stream of tweets, we analyze the impact of major public events, both tragic and enthusiastic ones, on public emotion. We develop a full-stack architecture that performs real-time emotion analysis on Twitter streams. We design a supervised learning approach for classifying tweets based on the type of the emotion they elicit. then we aggregate each emotion class to discover emotion-evolving patterns over time. We also propose an online approach to predict emotion-intensive moments during real-life events. Our emotion analysis methodology is shown to present a fast and robust way of analyzing online stream of tweets.

关键词： Twitter real-time systems Market research Sociology Statistics Training

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Automatic Mapping of Motivational Text Messages into Ontological Entities for Smart Coaching applications 11th

Automatic Mapping of Motivational Text Messages into Ontolog...

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11th international conference on Ubiquitous computing and Ambient Intelligence (UCAmI)

作者： Villalonga, Claudia Op den Akker, Harm Hermens, Hermie Javier Herrera, Luis Pomares, Hector Rojas, Ignacio Valenzuela, Olga Banos, Oresti Univ Granada Res Ctr Informat & Commun Technol Granada Spain Telemed Grp Roessingh Res & Dev Enschede Netherlands Univ Twente Ctr Telemat & Informat Technol Telemed Grp Enschede Netherlands Univ Granada Dept Appl Math Granada Spain

ISBN: (纸本)9783319675855;9783319675848

Unwholesome lifestyles can reduce lifespan by several years or even decades. therefore, raising awareness and promoting healthier behaviors prove essential to revert this dramatic panorama. Virtual coaching systems are at the forefront of digital solutions to educate people and procure a more effective health self-management. Despite their increasing popularity, virtual coaching systems are still regarded as entertainment applications with an arguable efficacy for changing behaviors, since messages can be perceived to be boring, unpersonalized and can become repetitive over time. In fact, messages tend to be quite general, repetitive and rarely tailored to the specific needs, preferences and conditions of each user. In the light of these limitations, this work aims at help building a new generation of methods for automatically generating user-tailored motivational messages. While the creation of messages is addressed in a previous work, in this paper the authors rather present a method to automatically extract the semantics of motivational messages and to create the ontological representation of these messages. the method uses first natural language processing to perform a linguistic analysis of the message. the extracted information is then mapped to the concepts of the motivational messages ontology. the proposed method could boost the quantity and diversity of messages by automatically mining and parsing existing messages from the internet or other digitised sources, which can be later tailored according to the specific needs and particularities of each user.

关键词： Ontology Natural language processing Motivational messages Smart coaching

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Auto-scaling and adjustment platform for cloud-based systems 11

Auto-scaling and adjustment platform for cloud-based systems

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11th international Scientific and Practical conference on Environment. Technology. Resources

作者： Kampars, Jānis Pinka, Krišjānis Riga Technical University Institute of Information Technology Sētas iela 1 RigaLV-1048 Latvia

For customers of cloud-computing platforms it is important to minimize the infrastructure footprint and associated costs while providing required levels of Quality of Service (QoS) and Quality of Experience (QoE) dictated by the Service Level Agreement (SLA). To assist with that cloud service providers are offering: (1) horizontal resource scaling through provisioning and destruction of virtual machines and containers, (2) vertical scaling through changing the capacity of individual cloud nodes. Existing scaling solutions mostly concentrate on low-level metrics like CPU load and memory consumption which doesn’t always correlate with the level of SLA conformity. Such technical measures should be preprocessed and viewed from a higher level of abstraction. Application level metrics should also be considered when deciding upon scaling the cloud-based solution. Existing scaling platforms are mostly proprietary technologies owned by cloud service providers themselves or by third parties and offered as Software as a Service. Enterprise applications could span infrastructures of multiple public and private clouds, dictating that the auto-scaling solution should not be isolated inside a single cloud infrastructure. the goal of this paper is to address the challenges above by presenting the architecture of Auto-scaling and Adjustment Platform for Cloud-based systems (ASAPCS). It is based on open-source technologies and supports integration of various low and high level performance metrics, providing higher levels of abstraction for design of scaling algorithms. ASAPCS can be used with any cloud service provider and guarantees that move from one cloud platform to another will not result in complete redesign of the scaling algorithm. ASAPCS itself is horizontally scalable and can process large amounts of real-time data which is particularly important for applications developed following the microservices architectural style. ASAPCS approaches the scaling problem in a nonstandar

关键词： Quality of service

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Cross layer based QoS platform for multimedia transmission in MANET

Cross layer based QoS platform for multimedia transmission i...

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international conference on (ISCO) Intelligent systems and Control

作者： Mamata Rath Bibudhendu Pati Binod Kumar Pattanayak C. V. Raman Computer Academy Bhubaneswar Odisha C. V. Raman College of Engineering Bhubaneswar Odisha Siksha ‘O’ Anusandhan University Bhubaneswar Odisha

ISBN: (纸本)9781509027187

Transportable nodes in a healthy and demanding network set-up of Mobile Adhoc Network (MANET) are self-governing with self-configurable potential due to high occurrence of topology alteration and changeable rescheduling of the network mechanism during data communication. Due to simplicity of set up, the energetic networking system in MANET is very victorious in conditions where it is complicated to create communications system and infrastructure based network. Numerous routing protocols for MANETs accompanying real time applications have been developed, basic intention being optimal consumption of resource in resource limited situation, least power utilization using limited battery power of the highly short-lived mobile nodes and victorious real time data broadcast within their deadline. this paper presents an efficient Quality of Service architecture using inter layer communication with a highly efficient real time scheduler design at the network layer with improved RMA (Rate Monotonic Algorithm) and EDF(Earliest Deadline First) scheduling that efficiently schedules multiple real time applications without missing any of their deadline. Simulation results in NetSim ver 8 ensures healthier network performance in terms of better jitter, packet delivery ratio and network lifetime when compared with other similar Cross layer based approaches for video file transmission.

关键词： real-time systems Quality of service Mobile ad hoc networks Protocols Multimedia communication Mobile computing Mobile communication

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the 13th IEEE conference on Industrial Electronics and applications (ICIEA 2018)

Proceedings of the 13th IEEE Conference on Industrial Electr...

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Proceedings of the 13th IEEE conference on Industrial Electronics and applications, ICIEA 2018 2018年 iii-iv页

作者： Zhu, Xing Chen, Kuisheng

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