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检索条件"任意字段=8th International Conference on Distributed Computing and Networking"

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Real Time Detection of Speed Hump/Bump and Distance Estimation with Deep Learning using GPU and ZED Stereo Camera 8

Real Time Detection of Speed Hump/Bump and Distance Estimati...

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8th international conference on Advances in computing & Communications (ICACC)

作者： Varma, V. S. K. P. Adarsh, S. Ramachandran, K. I. Nair, Binoy B. Amrita Vishwa Vidyapeetham Amrita Sch Engn Dept Elect & Commun Engn Coimbatore Tamil Nadu India Amrita Vishwa Vidyapeetham Amrita Sch Engn Ctr Computat Engn & Networking CEN Coimbatore Tamil Nadu India

Most of the humps in India are not being constructed and maintained according to the public safety guidelines of Indian Road Congress (IRC) i.e., IRC099, which is resulting in damage to the vehicles, severe discomfort to the driver and even causing loss of direction control which is leading to fatalities. Very few methods were discussed in literature for un-marked speed hump/bump detection. We propose a method that detects and informs the driver about the upcoming un-marked and marked speed hump/bump in real time using deep learning techniques and gives the distance the vehicle is away from it using stereo-vision approaches. We have achieved using NVIDIA GPU and Stereolabs ZED Stereo camera hardware. With this driver or autonomous mode of the vehicle can control the vehicle speeds to be at safer limits in order to not cause any kind of discomfort to the passengers as well as damage to the vehicle. (C) 2018 the Authors. Published by Elsevier B.V.

关键词： Speed hump/bump detection Unmarked Speed hump/bump Deep Learning Stereovision NVIDIA GPU ZED stereo camera

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Image Denoising Using Total Variation Wavelet Galerkin Method 8

Image Denoising Using Total Variation Wavelet Galerkin Metho...

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8th international conference on Advances in computing & Communications (ICACC)

作者： Pankaj, Divya Narayanankutty, K. A. Govind, D. Amrita Vishwa Vidyapeetham Amrita Sch Engn Ctr Computat Engn & Networking CEN Coimbatore Tamil Nadu India

Wavelet Galerkin method (WGM) is an efficient numerical method for solving boundary value problems. In this paper we propose WGM in image processing and formulated the algorithm as a numerical solution of the total variation (TV) denoising method. the properties of the wavelets such as, regularity, vanishing moments, smoothness and the properties of Galerkin method which uses an algebraic formulation are very attractive for image processing. the necessary changes for adapting the WGM algorithm as a solution of total variation problem are derived. the performance of the proposed method in enhancing the noisy images against noise additions is compared with ti, non-convex tight regularization algorithm and finite element method (REM). the effectiveness of the proposed method is confirmed by the improved structural similarity index (SSIM) and peak signal to noise ratio (PSNR) based image quality metrics. A GMM based image classification system is developed for determining the efficiency of the proposed method based on accuracy of the classification. the improved classification accuracy of proposed method confirmed its effectiveness. Image classification is performed as a quality metric for analyzing the performance of proposed algorithm. For sparse reconstruction, the proposed method gives performance comparable to most of the algorithms used for comparison and has much reduced run time. (C) 2018 the Authors. Published by Elsevier B.V.

关键词： Image Denoising Total Variation Methods Wavelet Galerkin Method Wavelet Galerkin Denoising

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Retrieval of Heterogeneous Data from Dynamic and Anonymous Sources 8

Retrieval of Heterogeneous Data from Dynamic and Anonymous S...

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8th IEEE international conference on Cloud computing, Data Science and Engineering (Confluence) / Global Technology, Innovation and Enterpreneurship Summit

作者： Lohrer, Johannes-Y Kaltenthaler, Daniel Richter, Florian Sizova, Tatiana Kroeger, Peer van der Meijden, Christiaan H. Ludwig Maximilians Univ Munchen Inst Informat Lehrstuhl Datenbanksyst & Data Min Munich Germany Ludwig Maximilians Univ Munchen Med Fak Inst Med Informationsverarbeitung Biometrie & Epi Munich Germany

ISBN: (纸本)9781538617199

distributed knowledge is both a valuable asset and difficult to utilize. Uncountable data sources in many different fields (e.g. science, business, education) are used mostly isolated. Trying to combine and mine their wealth of information often rises the problem of missing a central link to mediate between differently designed data systems. In dynamic environments with data sources, that can change their availability and structure over time, the management of a central mediator-based system is too a We propose an information system that transfers the management of data sources to the client-side, allowing data owners to keep full control over the third-party data access while providing simple administration. Data owners can register their data sources directly. Queries are forwarded to he translated on the data source level. In contrast to a centralized mediator-based system, which is not suitable for dynamic retrieval and flexible adjustment of heterogeneous data, our system provides the adaptability to keep query responses accurate in case of evolving data sources.

关键词： Servers Information systems Connectors distributed databases Registers Business"

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A Multi-agent System-Based distributed Intrusion Detection System for a Cloud computing 8th

A Multi-agent System-Based Distributed Intrusion Detection S...

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8th international conference on New Trends in Model and Data Engineering (MEDI)

作者： Achbarou, Omar El Kiram, My Ahmed Bourkoukou, Outmane Elbouanani, Salim Cadi Ayyad Univ Comp Sci Dept Lab ISI Marrakech Morocco

ISBN: (纸本)9783030028527;9783030028510

the Cloud security is one of the major obstacles to the adoption of cloud computing services. It requires some solutions such as Intrusion Detection Systems (IDSs) for protecting each user against all malicious. Existing IDS because of lower detection rate and higher false positive rate couldn't be suitable for a distributed environment such as the cloud. To tackle this problem, we propose a new distributed intrusion detection system based on a multi-agent system to identify and prevent known and unknown attacks in this environment. Carried out experiments demonstrated the performance and efficiency of our proposed system integrated with multi-agent technology.

关键词： Cloud computing Intrusion detection system distributed system Multi-agent systems

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Minimum Cost Load Migration in distributed Software Defined Networks 13th

Minimum Cost Load Migration in Distributed Software Defined ...

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13th European-Alliance-for-Innovation (EAI) international conference on Collaborative computing - networking, Applications and Worksharing (CollaborateCom)

作者： Qin, Kuangyu Huang, Chuanhe Ganesan, N. Liu, Kewei Wuhan Univ Comp Sch Wuhan Hubei Peoples R China Collaborat Innovat Ctr Geospatial Technol Wuhan Hubei Peoples R China Reg Inst Cooperat Management Bangalore Karnataka India

ISBN: (纸本)9783030009168;9783030009151

Software defined networking is a network paradigm which separates the control plane and the data plane. In a large SDN network, multiple controllers are used for handling switches' requests. Because of the unbalanced requests, sometimes some controllers get overloaded. If switch's management can be shifted from the overloaded controller to idle controllers, network performance can be improved. But shifting the switches will bring cost to the system. In this paper, the isolation nodes problem is studied. A minimum cost load migration approach and a heuristic migration algorithm are proposed. the proposed load migration approach can avoid the isolation nodes. the simulation results show that the proposed approach enhances the system performance.

关键词： SDN Load migration Isolation nodes

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Proceedings of ESPM2 2018: 4th international Workshop on Extreme Scale Programming Models and Middleware, Held in conjunction with SC 2018: the international conference for High Performance computing, networking, Storage and Analysis

Proceedings of ESPM2 2018: 4th International Workshop on Ext...

引用

4th IEEE/ACM international Workshop on Extreme Scale Programming Models and Middleware, ESPM2 2018

ISBN: (纸本)9781728101781

the proceedings contain 8 papers. the topics discussed include: distributed memory futures for compile-time, deterministic-by-default concurrency in distributed C++ applications;design of data management for multi SPMD workflow programming model;integration of CUDA processing within the C++ library for parallelism and concurrency (HPX);automatic generation of high-order finite-difference code with temporal blocking for extreme-scale many-core systems;asynchronous execution of python code on task-based runtime systems;a unified runtime for PGAS and event-driven programming;portable and reusable deep learning infrastructure with containers to accelerate cancer studies;and analysis of explicit vs. implicit tasking in OpenMP using Kripke.

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Proceedings of PyHPC 2017: 7th Workshop on Python for High-Performance and Scientific computing - Held in conjunction with SC 2017: the international conference for High Performance computing, networking, Storage and Analysis

Proceedings of PyHPC 2017: 7th Workshop on Python for High-P...

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7th Workshop on Python for High-Performance and Scientific computing, PyHPC 2017

ISBN: (纸本)9781450354806

the proceedings contain 8 papers. the topics discussed include: enabling python to execute efficiently in heterogeneous distributed infrastructures with PyCOMPSs;efficient pattern matching in python;real-time financial risk measurement of dynamic complex portfolios with Python and PyOpenCL;Python in the NERSC exascale science applications program for data;real-time thermal medium-based breathing analysis with Python;GPUMap: a transparently GPU-accelerated Python map function;nbodykit: a Python toolkit for cosmology simulations and data analysis on parallel HPC systems;and Python and HPC for high energy physics data analyses.

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What is Stablecoin?: A Survey on Price Stabilization Mechanisms for Decentralized Payment Systems

What is Stablecoin?: A Survey on Price Stabilization Mechani...

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IIAI international conference on Advanced Applied Informatics (IIAIAAI)

作者： Makiko Mita Kensuke Ito Shohei Ohsawa Hideyuki Tanaka Daisy inc. Tokyo Japan Graduate School of Interdisciplinary Information Studies The University of Tokyo Tokyo Japan The Interfaculty Initiative in Information Studies and the Graduate School of Interdisciplinary Information Studies The University of Tokyo Tokyo Japan

ISBN: (纸本)9781728126289

Since the first theoretical concept of blockchains was proposed, over 100 digital currencies have been issued by online platformers as cryptocurrencies and traded by online consumers mainly in emerging countries. From the perspective of online payment systems, several studies have regarded blockchains as decentralized payment systems (DPSs), enabling international payment with lower cost and higher traceability with sophisticated peer-to-peer protocols in contrast to other centralized systems. Despite the advantages, DPSs are not chosen by the owners of online shops due to the high volatility of cryptocurrency prices. Stablecoins are cryptocurrencies with price stabilization mechanisms to match the price of another currency with lower volatility. Our motivation is to gather various price stabilization mechanisms for the purpose of comparing them from the perspective of implementation and enterprise usage. After dividing the methods into four collateral types (fiat, crypto, commodity, and non-collateralized) and two layers (protocol and application), we show that non-collateralized stablecoin on the application layer is the simplest approach for implementation. Moreover, we discuss their connection with traditional economic studies on Hayek money, Seigniorage Share, and Tobin tax. Some current stablecoin projects are also discussed and compared. this is the first survey of stablecoins to the best of our knowledge.

关键词： cryptocurrencies distributed databases electronic commerce financial data processing peer-to-peer computing protocols Financial data processing Payment systems Peer to peer computing distributed databases electronic commerce fare policy protocols application layer Internet shopping Money Perspective

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Supporting efficient execution of many-task applications with everest 8

Supporting efficient execution of many-task applications wit...

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Selected Papers of the 8th international conference "distributed computing and Grid-Technologies in Science and Education", GRID 2018

作者： Sukhoroslov, O.V. Centre for Distributed Computing Institute for Information Transmission Problems Bolshoy Karetny Per. 19 Build. 1 Moscow127051 Russia

distributed computing systems are widely used for execution of loosely coupled many-task applications. there are two important classes of such applications. Bag-of-tasks applications, e.g., parameter sweeps or Monte Carlo simulations, represent a set of independent tasks. Workflows, which are used for automation of complex computational and data processing pipelines, consist of multiple tasks with control or data dependencies. the paper discusses the common problems related to the efficient execution of such applications on distributed computing resources and the relevant solutions implemented within the Everest platform. © 2018 Oleg V. Sukhoroslov.

关键词： Monte Carlo methods

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An Accessibility Evaluation of Social Media through Mobile Device for Elderly

An Accessibility Evaluation of Social Media Through Mobile D...

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international conference on Usability and User Experience/8th international conference on Applied Human Factors and Ergonomics (AHFE)

作者： Hafez, Abdulrahman Wang, Yuanqiong (Kathy) Arfaa, Jessica Towson Univ Dept Comp & Informat Sci Towson MD 21252 USA

ISBN: (纸本)9783319604923;9783319604916

Elderly adults aged 65 years and older are considered the smallest age group among social media users due to age-related impairments and lack of technology comprehension. this paper presents a literature review and preliminary evaluation regarding the accessibility and usability issues experienced by elderly adults accessing social media through a mobile platform. the preliminary evaluation of five mobile apps using general accessibility and usability guidelines showed that there were problems with the color contrast and small button size in most of the mobile apps evaluated. In addition, pilot accessibility and usability test with the two elderly participants indicated the need for training for the elderly. Recommendations for future research directions were also presented.

关键词： Social media Mobile Smartphone Tablet Social networking Elder adults Elderly Usability study Accessibility evaluation

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