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2020 Intermountain Engineering, Technology and Computing (IETC)最新文献

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Experimental Study of Network Traffic Overhead in Cloud Environments 云环境下网络流量开销的实验研究
Pub Date : 2020-10-02 DOI: 10.1109/IETC47856.2020.9249222
Adam Grady, Ahyoung Lee
In this paper, we aim to analyze and build upon a framework cloud computing environments based on our previous research [1]. Cloud computing has benefited the technological scene massively over the past few years. With this massive benefit comes some interesting questions regarding the performance and reliability of cloud computing architectures. By rigorously testing a virtual cloud environment, we will discuss open research challenges regarding the proposed framework. Cloud computing has a vast array of implementations as well as architectures, therefore it is critical to test a common cloud architecture and discover possible drawbacks and solutions for cloud computing environments.
本文在前人研究的基础上[1],对一个框架云计算环境进行分析和构建。在过去的几年里,云计算给技术领域带来了巨大的好处。这种巨大的好处带来了一些关于云计算架构的性能和可靠性的有趣问题。通过严格测试虚拟云环境,我们将讨论有关所提议框架的开放研究挑战。云计算具有大量的实现和体系结构,因此测试通用云体系结构并发现云计算环境可能存在的缺点和解决方案至关重要。
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引用次数: 0
CS 6150: A Practical Graduate Advanced Algorithms Course at UVU cs6150:一个实用的研究生高级算法课程在UVU
Pub Date : 2020-10-02 DOI: 10.1109/IETC47856.2020.9249132
George Rudolph, C. Welborn
Two years ago Utah Valley University (UVU) began offering a Master of Computer Science Degree(MCS). This program needed to be distinct from other similar programs in our service area, and needed to align with the workforce development goals of UVU. The CS 6150 Advanced Algorithms course, one of the fundamental core courses students take in the MCS program, exhibits this distinctiveness. This paper describes five problems taught to students when they take CS 6150. They are: Balancing a Two-wheeled Robot, Stable Marriage Problem, Lemoine's Conjecture, Largest Triangle and Blockchains. These problems are an eclectic set of problems that are not commonly taught in data structures and algorithms textbooks and courses, but provide enough theory to be rigorous while giving experience with real-world, practical problems around which to develop new professional skills. Students are required to produce performant, working code while learning about the algorithms and related theories, concepts and mathematics involved. This blend supports the unique missions of UVU and the MCS Program. Student feedback is that the course is difficult, for reasons such as new advanced material and higher expectations of graduate students, however they also enjoy the challenging projects and they use the knowledge and skills they develop in school and work.
两年前,犹他谷大学(UVU)开始提供计算机科学硕士学位(MCS)。这个项目需要与我们服务领域的其他类似项目不同,并且需要与弗吉尼亚大学的劳动力发展目标保持一致。CS 6150高级算法课程是学生在MCS计划中学习的基础核心课程之一,展示了这种独特性。本文描述了cs6150课程中教给学生的五个问题。它们是:平衡两轮机器人、稳定婚姻问题、Lemoine猜想、最大三角形和区块链。这些问题是一组折衷的问题,通常不会在数据结构和算法教科书和课程中教授,但它们提供了足够的理论,使其严谨,同时提供了与现实世界中的实际问题相关的经验,从而培养新的专业技能。学生需要在学习算法和相关理论、概念和数学的同时编写性能良好的工作代码。这种混合支持UVU和MCS计划的独特使命。学生的反馈是,由于新的先进材料和研究生的更高期望等原因,课程很难,但他们也喜欢具有挑战性的项目,并使用他们在学校和工作中发展的知识和技能。
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引用次数: 0
An Approach Towards Merging Grammars 一种合并语法的方法
Pub Date : 2020-10-02 DOI: 10.1109/IETC47856.2020.9249135
Isaac Griffith, Rosetta Roberts
Introduction: Since the introduction of Island Grammars, they have been successfully used for a variety of tasks, including impact analysis, multi-lingual parsing, and source code identification. However, there has been no attempt to automate the generation of Island Grammars. Objective: This research considers the development of a method to automate the merging of Island Grammar components. The goal of this is to facilitate the development of an approach to automate the creation of Island Grammars. The result of this is the reduction in initial effort and maintenance effort required for Island Grammar engineering. Methods: We develop an automated approach to merge the components of grammars. To evaluate this approach, we conducted two experiments, each using a factorial design of five replications each. We randomly selected pairs of grammars from each of three size categories to assess the effects of the merging process on the maintenance effort and complexity of the generated grammars. Results: We found that in nearly all cases, the application of this merging approach reduces the maintenance effort and complexity of the grammars. Limitations: The primary limitation of this research is that this approach is currently limited to grammars written in the Antlr4 grammar format. Conclusions: This work presents the initial steps towards the automated construction of Island and Tolerant Grammars. We have shown that this approach to merging grammar components follows suit with the expectations of Island and Tolerant grammars (reduction in maintenance effort and complexity).
简介:自从引入Island Grammars以来,它们已经成功地用于各种任务,包括影响分析、多语言解析和源代码识别。然而,还没有尝试自动化生成Island Grammars。目的:研究一种海岛语法成分自动归并的方法。这样做的目的是促进自动化创建Island Grammars的方法的开发。这样做的结果是减少了Island Grammar工程所需的初始工作和维护工作。方法:我们开发了一种自动化的方法来合并语法组件。为了评估这种方法,我们进行了两个实验,每个实验使用五个重复的析因设计。我们从三个大小的类别中随机选择语法对,以评估合并过程对维护工作和生成语法复杂性的影响。结果:我们发现,在几乎所有情况下,这种合并方法的应用减少了维护工作和语法的复杂性。局限性:本研究的主要局限性是,该方法目前仅限于用Antlr4语法格式编写的语法。结论:本研究为自动化构建孤岛语法和容错语法迈出了初步的步伐。我们已经证明,这种合并语法组件的方法符合Island和tolerance语法的期望(减少维护工作量和复杂性)。
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引用次数: 0
Self-Driving Cars: A Platform for Learning and Research 自动驾驶汽车:一个学习和研究的平台
Pub Date : 2020-10-02 DOI: 10.1109/IETC47856.2020.9249142
Jacob Newman, Zheng Sun, Dah-Jye Lee
We present a self-driving car platform that can be used by both students and researchers. Students can use the platform to learn about the technology and challenges that exist in the self-driving car industry, while researchers can use it to test and iterate through potential solutions to self-driving car challenges. The platform is low-cost and small-scale, which makes it a desirable tool for both research and learning. The main technologies used on autonomous vehicles, such as computer vision and object detection, are implemented on this platform. We begin with a high-level overview of how self-driving cars work. Then we present the platform we have created, followed by a description of how it compares with industry level self-driving cars. Finally, we discuss the future work of this research.
我们提出了一个可供学生和研究人员使用的自动驾驶汽车平台。学生可以利用该平台了解自动驾驶汽车行业存在的技术和挑战,而研究人员可以使用它来测试和迭代自动驾驶汽车挑战的潜在解决方案。该平台成本低,规模小,是研究和学习的理想工具。自动驾驶汽车使用的主要技术,如计算机视觉和目标检测,都是在这个平台上实现的。我们首先对自动驾驶汽车的工作原理进行高级概述。然后我们介绍了我们创建的平台,然后描述了它与行业级自动驾驶汽车的比较。最后,对今后的研究工作进行了展望。
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引用次数: 8
Define UX Design 定义用户体验设计
Pub Date : 2020-10-02 DOI: 10.1109/IETC47856.2020.9249146
Seth Y. Christensen, J. Dickinson, Kristin Machac, Holly Cline
The purpose of this study is to understand how academics and practitioners alike define and discuss user experience (UX). There are many academic and practitioner definitions of UX design, but there is not presently a universally accepted definition either theoretically or practically. How will colleges and universities prepare students for this nebulous professional field?
本研究的目的是了解学术界和实践者如何定义和讨论用户体验(UX)。有许多学术和实践者对UX设计的定义,但目前没有一个被普遍接受的定义,无论是在理论上还是在实践中。高校将如何为这个模糊的专业领域培养学生?
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引用次数: 1
Waste Glass Dust to Reduce Alkali Silica Reaction 废玻璃粉尘减少碱-硅反应
Pub Date : 2020-10-02 DOI: 10.1109/IETC47856.2020.9249128
Amanda Bordelon, Raja Nikesh Reddy Cholleti
Millions of tons of generated glass are wasted each year and being added to landfills in which glass takes one million years to decompose. Since the wasted glass contains a significant amount of silica, a main component in other supplementary cementitious materials (SCMs), this research focuses on whether waste glass powder can be used to reduce alkali-silica reaction (ASR). The glass powders were created from either a dust collection or by additional crushing, with possible blending of an existing SCM fly ash. In addition, compressive strengths of mortar mixtures with each glass powder or combined with fly ash at varying replacements of cement were also monitored. Other common SCMs were compared to the glass powders and fly ash for ASR mortar performance. The glass dust was more effective at reducing ASR than the crushed glass. With moderately reactive aggregates, all combinations of glass or fly ash at 40 percent replacement of cement were found to be acceptable for ASR resistance. However, all glass powders were also found to reduce strength of the mortar.
每年产生的数百万吨玻璃被浪费,并被添加到垃圾填埋场,而这些玻璃需要100万年才能分解。由于废玻璃中含有大量的二氧化硅,而二氧化硅是其他补充胶凝材料(SCMs)的主要成分,因此本研究的重点是废玻璃粉末是否可以用于还原碱-二氧化硅反应(ASR)。玻璃粉末是通过收集灰尘或通过额外的粉碎而产生的,可能与现有的SCM飞灰混合。此外,还监测了每种玻璃粉混合砂浆或与粉煤灰混合砂浆在不同水泥替代品下的抗压强度。将其他常见的SCMs与玻璃粉和粉煤灰进行了ASR砂浆性能的比较。玻璃粉尘比碎玻璃更有效地减少ASR。对于反应性中等的骨料,玻璃或粉煤灰在40%的水泥替代量下的所有组合都被发现是可接受的抗ASR。然而,所有的玻璃粉也会降低砂浆的强度。
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引用次数: 1
Prospect Theoretic Pricing For QoE Modeling In Wireless Multimedia Networking 无线多媒体网络中QoE建模的前景理论定价
Pub Date : 2020-10-02 DOI: 10.1109/IETC47856.2020.9249205
K. M. Kattiyan Ramamoorthy, Wei Wang
One of the biggest challenges in wireless multimedia communications is to provide satisfactory Quality of Experience (QoE) to the users. Recently, numerous QoE maximization metrics and techniques have been proposed to jointly improve the network performance and user satisfaction. However, these methods are built upon postulates of Expected Utility Theorem (EUT). In this paper, we discuss the limitations of EUT in modeling QoE and explore the nuances in Prospect Theory (PT) such as asymmetrical s-shaped value function and reference point dependence to develop a prospect-theoretic QoE maximization framework by incorporating price in QoE model. An algorithm to determine the amount of data that users should purchase at any given cost such that their QoE is maximized, is also presented. As an exemplary scenario, we consider a simplified multimedia communication network with two users, where both users request the same multimedia content and aim to achieve the best possible QoE. Traditional EUT-based price-QoE model has been adopted for the first user, while the proposed PT-based prospect theoretic multimedia pricing QoE model has been used for the second user. Simulation studies conducted with H.265 multimedia codec data reveal that PT user achieved higher QoE in comparison to EUT user at a lower cost. Results also indicated that PT-based modeling can improve system throughput and network revenue.
如何为用户提供满意的体验质量是无线多媒体通信面临的最大挑战之一。最近,提出了许多QoE最大化度量和技术来共同提高网络性能和用户满意度。然而,这些方法是建立在期望效用定理(EUT)的假设之上的。在本文中,我们讨论了EUT在QoE建模中的局限性,并探讨了前景理论(PT)中的细微差别,如不对称s形价值函数和参考点依赖,通过将价格纳入QoE模型,建立了前景理论QoE最大化框架。本文还提出了一种算法,用于确定用户在任何给定成本下应该购买的数据量,从而使其QoE最大化。作为一个示例场景,我们考虑一个具有两个用户的简化多媒体通信网络,其中两个用户都请求相同的多媒体内容,并以实现最佳QoE为目标。第一个用户采用传统的基于eut的价格-QoE模型,第二个用户采用本文提出的基于pt的前景理论多媒体价格-QoE模型。利用H.265多媒体编解码器数据进行的仿真研究表明,PT用户以较低的成本获得了比EUT用户更高的QoE。结果还表明,基于pt的建模可以提高系统吞吐量和网络收益。
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引用次数: 1
Acceleration, Braking, and Steering Controller for a Polaris Gem e2 Vehicle 加速,制动和转向控制器的北极星宝石e2车辆
Pub Date : 2020-10-02 DOI: 10.1109/IETC47856.2020.9249175
Matthew Salfer-Hobbs, Matthew J. Jensen
This paper discusses both software and physical implementation of actuators to control the acceleration, braking, and steering of a Polaris Gem e2 vehicle. A 2 degree of freedom (DOF) kinematic car model is utilized to design and simulate general controllers for lane keeping and speed control. Lane keeping is tested using both proportional integral derivative (PID) and sliding mode to control the steering angle. Velocity control is tested using a derived dynamic model for the longitudinal motion of the car. For velocity control, PID is compared to an adaptive control method.
本文讨论了执行器的软件和物理实现,以控制北极星Gem e2车辆的加速,制动和转向。利用2自由度汽车运动学模型设计和仿真了车道保持和速度控制的通用控制器。采用比例积分导数(PID)和滑模控制转向角度,测试了车辆的车道保持能力。利用推导的汽车纵向运动动力学模型对速度控制进行了测试。对于速度控制,将PID与自适应控制方法进行了比较。
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引用次数: 1
Machine Learning Pipeline for Shift-Invariant Detection of Volcanoes on Venus 机器学习管道对金星上火山的移位不变性检测
Pub Date : 2020-10-02 DOI: 10.1109/IETC47856.2020.9249159
Trey P. Scofield, Bradley M. Whitaker
Intelligent algorithms are constantly being developed to improve the ability of machines to extract and process meaningful data in a variety of situations. In this work, we present a machine learning pipeline that streamlines the task of selecting preprocessing algorithms, feature extraction algorithms, and classification algorithms. We demonstrate the pipeline by identifying volcanoes in synthetic aperture radar (SAR) images of the surface of the planet Venus. This dataset is imbalanced, in the sense that there are relatively few images containing volcanoes, which is a common situation in many autonomous sensing tasks. We show that our machine learning pipeline is able to identify a set of algorithms that can be used together to identify volcanoes with high recall. While the precision of the classifier is poor, it can still be used to reduce the overall size of the dataset and improve the balance of the dataset.
智能算法不断被开发,以提高机器在各种情况下提取和处理有意义数据的能力。在这项工作中,我们提出了一个机器学习管道,它简化了选择预处理算法、特征提取算法和分类算法的任务。我们通过在金星表面的合成孔径雷达(SAR)图像中识别火山来演示该管道。这个数据集是不平衡的,从某种意义上说,包含火山的图像相对较少,这是许多自主传感任务中的常见情况。我们展示了我们的机器学习管道能够识别一组算法,这些算法可以一起用于识别具有高召回率的火山。虽然分类器的精度较差,但仍然可以用来减小数据集的整体大小,提高数据集的平衡性。
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引用次数: 1
Fuel Conservation Technology Development and Use in Large Transport Category Aircraft 大型运输机节油技术的开发与应用
Pub Date : 2020-10-02 DOI: 10.1109/IETC47856.2020.9249183
Jack Troutt
Critical to the survivability of any organization utilizing large turbine powered aircraft in a commercial setting is the ability to provide reliable service at a competitive cost. In the cost competitive market that such businesses find themselves in today, a very real advantage, both from an economical cost and environmental cost, is to explore ways to reduce the amount of jet fuel used during aircraft operation. While the development of more efficient aircraft has always been a key developmental improvement of aircraft since Orville and Wilbur Wright's flights in 1903, it was not until the Energy Crisis of 1973 that serious research and development of such technologies for large aircraft took on new importance. Critical to these efforts have been technological developments that make aircraft more efficient, either through active or passive systems that reduce an aircraft fuel consumption and also decrease greenhouse gas emissions. Discussion will include efforts to reduce aerodynamic drag, increasing engine fuel burn efficiency, and technologies that change the basic operation of the aircraft with an eye to fuel usage reductions. Several of these improvements are now commonplace among aircraft builders and aircraft operations, while others proved to be either too complex to be fielded by aircraft operators, or not effective enough to justify their development or implementation cost. Developments in the advance of aircraft fuel efficiency have continued since then. With current global efforts to combat climate change, these efforts for fuel efficiency, and thus a reduction in greenhouse gas emissions, have taken on a new importance. As such, current trends and technology developments will also be discussed, as well as an emphasis on future developments.
在商业环境中使用大型涡轮动力飞机的任何组织的生存能力的关键是以具有竞争力的成本提供可靠服务的能力。在成本竞争激烈的市场中,这些企业发现自己在今天,一个非常真正的优势,从经济成本和环境成本,是探索减少飞机运行过程中使用的喷气燃料的数量的方法。虽然自1903年奥维尔和威尔伯·赖特(Orville and Wilbur Wright)的飞行以来,开发更高效的飞机一直是飞机发展的关键改进,但直到1973年的能源危机,大型飞机的此类技术的认真研究和开发才具有新的重要性。这些努力的关键是技术的发展,使飞机更有效率,无论是通过主动或被动系统,减少飞机的燃料消耗,也减少温室气体排放。讨论将包括减少气动阻力的努力,提高发动机燃油燃烧效率,以及改变飞机基本操作的技术,以减少燃料使用。其中一些改进现在在飞机制造商和飞机运营中很常见,而另一些被证明过于复杂而无法由飞机运营商部署,或者不够有效,不足以证明其开发或实施成本是合理的。从那时起,飞机燃油效率的进步一直在继续。随着当前全球应对气候变化的努力,这些提高燃油效率从而减少温室气体排放的努力具有了新的重要性。因此,还将讨论当前的趋势和技术发展,并强调未来的发展。
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引用次数: 0
期刊
2020 Intermountain Engineering, Technology and Computing (IETC)
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