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检索条件"任意字段=2014 IEEE International Conference on Progress in Informatics and Computing"

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Big Data analytics and cognitive computing - future opportunities for astronomical research 2

Big Data analytics and cognitive computing - future opportun...

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2nd international conference on Radio and Antenna Days of the Indian Ocean (RADIO)

作者： Garrett, M. A. ASTRON Netherlands Inst Radio Astron NL-7990 AA Dwingeloo Netherlands

The days of the lone astronomer with his optical telescope and photographic plates are long gone: Astronomy in 2025 will not only be multi-wavelength, but multi-messenger, and dominated by huge data sets and matching data rates. Catalogues listing detailed properties of billions of objects will in themselves require a new industrial-scale approach to scientific discovery, requiring the latest techniques of advanced data analytics and an early engagement with the first generation of cognitive computing systems. Astronomers have the opportunity to be early adopters of these new technologies and methodologies - the impact can be profound and highly beneficial to effecting rapid progress in the field. Areas such as SETI research might favourably benefit from cognitive intelligence that does not rely on human bias and preconceptions.

关键词： Data Analytics

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Evidence based disease network construction towards drug repositioning 8

Evidence based disease network construction towards drug rep...

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8th international conference on Systems Biology, ISB 2014

作者： Wang, Liwei Wang, Jiabei Zhu, Qian Department of Medical Informatics Jilin University Changchun China School of Pharmacy University of Maryland MD United States Department of Information Systems University of Maryland Baltimore County MD United States

ISBN: (纸本)9781479972944

Drug repositioning is one of emerging approaches dedicated to find alternative usages of existing drugs efficiently and economically, especially with the advance in computational technology. The current progress made for computational drug repositioning is primarily focusing on informatics approach development/improvement or exploration on different type of data in order to identify possible drug candidates. Comparing to the existing studies, we proposed a novel method for constructing the disease based network by applying data extracted from the Semantic MEDLINE. Phenotypical associations (disease-disease associations) can be identified from this network, which can drive drug repositioning study by targeting on specific domain. In this paper, we successfully demonstrated the capability of the disease based network in hidden phenotypical association discovery to support drug repositioning in case studies. © 2014 ieee.

关键词： Semantics

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Cloud computing in electric vehicles charging control and dispatch optimization

Cloud computing in electric vehicles charging control and di...

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ieee international conference on progress in informatics and computing (PIC)

作者： Dan Wu Bo Liu Zhijian Chen Wenyan Xie Xiang Huang Shuwei Pei Bin Sheng Donghan Feng Information Center China Southern Power Grid Co. Ltd. Dept. of Computer Science and Engineering Shanghai Jiao Tong University Shanghai China Network & Information Branch Guangdong Electric Power Design Institute Guangzhou China Chinese Academy of Sciences Institute of Software Beijing China Dept. of Electrical Engineering Shanghai Jiao Tong University Shanghai China

ISBN: (纸本)9781479920327

Charging of large-scale electric vehicles will have a significant impact on the grid so that their charging schedule needs to be optimized. The traditional centralized scheduling method requires high performance in information exchange and computing. Based on the analysis of the features of electric vehicle charging load and the research of cloud computing, we propose a cloud computing based schedule platform for optimal charging of electric vehicles. In addition, the function and implementation of the three basic modules of the platform (the data collection module, the cloud computing center and the control center) are exposed. The platform performs well in optimal scheduling for electric vehicles. In addition, the platform can also make full use of the computing resource and reduce the communication congestion.

关键词： Electric vehicles Cloud computing Optimal scheduling Power grids

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Proceedings of 2014 ieee international conference on Automation, Quality and Testing, Robotics, AQTR 2014

Proceedings of 2014 IEEE International Conference on Automat...

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2014 19th ieee international conference on Automation, Quality and Testing, Robotics, AQTR 2014

ISBN: (纸本)9781479937318

The proceedings contain 87 papers. The topics discussed include: an LMI approach for observer design for Takagi-Sugeno descriptor models;fault-tolerant predictive control for Markov linear systems;synthesis of train traffic control system with evolutionary computing;optimistic planning with long sequences of identical actions for near-optimal nonlinear control;internal model control for a hydraulically driven robotic arm;linear quadratic optimal control of an inverted pendulum using the artificial bee colony algorithm;digitization of continuous interval transfer functions: a revisited method and its application on a case study;and fuzzy-based gain scheduling of exact feedforward linearization control and sliding mode control for magnetic ball levitation system: a comparative study.

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SphericalMesh: A novel and flexible network topology for 60GHz-based wireless data centers

SphericalMesh: A novel and flexible network topology for 60G...

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2014 ieee/CIC international conference on Communications in China, ICCC 2014

作者： Li, Yang Wu, Fan Gao, Xiaofeng Chen, Guihai Shanghai Key Laboratory of Scalable Computing and Systems Department of Computer Science and Engineering Shanghai Jiao Tong University China

ISBN: (纸本)9781479941469

Data center networks are becoming increasingly important for computing industry. By exploiting millimeter wavelength wireless technology (e.g., 60GHz), data centers are going to be more convenient for the interconnection of different components without complex wiring. 60GHz technique has been widely studied, and great progress has been achieved indeed. However, there are two significant challenges unsolved in 60GHz-based wireless data centers networks: link blockage and long network diameter. In this paper, we propose a new network topology, called Spherical Mesh, to improve the performance of wireless data center networks. Spherical Mesh can greatly mitigate link blockage by putting antennas at different heights, and decrease the network diameter by splitting the whole mesh into several equivalent units. Furthermore, we have implemented Spherical Mesh and evaluated its performance in different scenarios. Our evaluation results show that Spherical Mesh achieves minimal routing distance and guarantees the balance of workload. © 2014 ieee.

关键词： Network topology

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An Energy Efficient Remote User Authentication Scheme Preserving User Anonymity

An Energy Efficient Remote User Authentication Scheme Preser...

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proc 2014 inter conf contemporary comp informatics (ic3i)

作者： Bapana, Surekha Narayana, K. Lakshmi Vorugunti, Chandra Sekhar NBKRIST CSE Nellore 524413 Andhra Pradesh India SITAMS CSE Chittoor 517127 Andhra Pradesh India Dhirubhai Ambani Inst ICT Gandhinagar 382007 Gujarat India

ISBN: (纸本)9781479966295

Internet of Things (IoT), is an interconnection of heterogeneous devices in terms of computational, communication, energy efficient competences over public insecure communication channel called Internet. Through advancement in mobile and communication technologies, users can connect to remote servers ubiquitously through a 'thing' or device which is a part of IoT. Insecure nature of Internet and resource constrained nature of devices or things which are part of IoT demands for remote user authentication protocols which are extremely secure, light weight and energy efficient. In this context, C. G MA et al proposed a new dynamic ID based authentication scheme. In this manuscript we will illustrate that C. G MA et al. scheme cannot preserve user anonymity under their hypothesis and susceptible to stolen verifier attack. In addition, we will confirm that their scheme is heavy weight and needs more energy. We then present our improved scheme which is a generalized one, which is secure, light weight and energy efficient, while protecting the merits of different dynamic identity based authentication schemes.

关键词： Energy Efficient computing Authentication protocol User Anonymity Dynamic ID Smart Card Remote user authentication

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Queuing systems with multiple queues and batch arrivals for cloud computing system performance analysis 1

Queuing systems with multiple queues and batch arrivals for ...

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2014 1st international Science and Technology conference - Modern Networking Technologies, MoNeTec: SDN and NFV âÇô The Next Generation of Computational Infrastructure

作者： Shorgin, S. Pechinkin, A. Samouylov, K. Gaidamaka, Y. Sopin, E. Mokrov, E. Institute of Informatics Problems Russian Academy of Sciences Moscow Russia Telecommunication Systems Department Peoples' Friendship University of Russia Moscow Russia

ISBN: (纸本)9781479975952

Cloud computing became a popular computing technology, that provides efficient resource utilization to deliver IT services. Each user requests cloud computing system for use of resources. If the system is busy, then user needs to wait until current user finishes the job. This may result in waiting time increase and drop of request Thus, cloud computing service provider needs tools to evaluate and reduce waiting and processing times. In the paper, each request is assumed to consist of several independent sub-requests according to the number of virtual cloud servers in the system. All sub-requests of the same request arrive simultaneously and each server receives exactly one sub-request in its queue. One of the main performance measures of cloud computing system is a maximum waiting and processing time of all sub-requests, which is called response time of the request. In order to evaluate this characteristic, we develop a model in terms of queuing system with multiple queues and batch arrivals. We provide algorithm to obtain steady-state probabilities that allow evaluating various performance measures. © 2014 ieee.

关键词： Cloud computing

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Dispel4py: A python framework for data-intensive scientific computing

Dispel4py: A python framework for data-intensive scientific ...

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2014 international Workshop on Data-Intensive Scalable computing Systems, DISCS 2014 - Held in Conjuction with the international conference for High Performance computing, Networking, Storage and Analysis, SC 2014

作者： Filguiera, Rosa Klampanos, Iraklis Krause, Amrey David, Mario Moreno, Alexander Atkinson, Malcolm University of Edinburgh School of Informatics EdinburghEH8 9AB United Kingdom University of Edinburgh EPCC EdinburghEH9 3JZ United Kingdom Institut de Physique du Globe de Paris Paris70005 France Georgia Institute of Technology School of Computer Science AtlantaGA30332 United States

ISBN: (纸本)9781479970384

This paper presents dispel4py, a new Python framework for describing abstract stream-based workflows for distributed data-intensive applications. The main aim of dispel4py is to enable scientists to focus on their computation instead of being distracted by details of the computing infrastructure they use. Therefore, special care has been taken to provide dispel4py with the ability to map abstract workflows to different enactment platforms dynamically, at run time. In this work we present four dispel4py mappings: Apache Storm, MPI, multi-threading and sequential. The results show that dispel4py is successful in enacting on different platforms, while also providing scalable performance. © 2014 ieee.

关键词： Python

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A modular learning approach for fish counting and measurement using stereo baited remote underwater video

A modular learning approach for fish counting and measuremen...

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2014 international conference on Digital Image computing: Techniques and Applications, DICTA 2014

作者： Westling, Fredrik Sun, Changming Wang, Dadong School of Computer Science and Engineering University of New South Wales Australia Computational Informatics CSIRO Australia

ISBN: (纸本)9781479954094

An approach is suggested for automating fish identification and measurement using stereo Baited Remote Underwater Video footage. Simple methods for identifying fish are not sufficient for measurement, since the snout and tail points must be found, and the stereo data should be incorporated to find a true measurement. We present a modular framework that ties together various approaches in order to develop a generalised system for automated fish detection. A method is also suggested for using machine learning to improve identification. Experimental results indicate the suitability of our approach. © 2014 ieee.

关键词： Fish

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Cloudlet-Based Cyber-Foraging for Mobile Systems in Resource-Constrained Edge Environments 2014

Cloudlet-Based Cyber-Foraging for Mobile Systems in Resource...

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36th international conference on Software Engineering (ICSE)

作者： Lewis, Grace A. Echeverria, Sebastian Simanta, Soumya Bradshaw, Ben Root, James Carnegie Mellon Software Engn Inst 4500 Fifth Ave Pittsburgh PA 15213 USA

ISBN: (纸本)9781450327688

First responders and others operating in crisis environments increasingly make use of handheld devices to help with tasks such as face recognition, language translation, decision-making and mission planning. These resource-constrained edge environments are characterized by dynamic context, limited computing resources, high levels of stress, and intermittent network connectivity. Cyber-foraging is the leverage of external resourcerich surrogates to augment the capabilities of resource-limited devices. In cloudlet-based cyber-foraging, resource-intensive computation is offloaded to cloudlets -discoverable, generic servers located in single-hop proximity of mobile devices. This paper presents several strategies for cloudlet-based cyber-foraging and encourages research in this area to consider a tradeoff space beyond energy, performance and fidelity of results.

关键词： Cyber-foraging cloudlet mobile cloud computing code offload computation offload software architecture cloud computing

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