Data Driven Traffic Engineering

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Data-Driven Traffic Engineering

Hubert Rehborn,Micha Koller,Stefan Kaufmann
Data Driven Traffic Engineering Book PDF

Author : Hubert Rehborn,Micha Koller,Stefan Kaufmann
Publisher : Elsevier
Page : 192 pages
File Size : 51,9 Mb
Release : 2020-10-23
Category : Transportation
ISBN : 9780128191392

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Data-Driven Traffic Engineering by Hubert Rehborn,Micha Koller,Stefan Kaufmann Pdf

Data-Driven Traffic Engineering: Understanding of Traffic and Applications Based on Three-Phase Traffic Theory shifts the current focus from using modeling and simulation data for traffic measurements to the use of actual data. The book uses real-world, empirically-derived data from a large fleet of connected vehicles, local observations and aerial observation to shed light on key traffic phenomena. Readers will learn how to develop an understanding of the empirical features of vehicular traffic networks and how to consider these features in emerging, intelligent transport systems. Topics cover congestion patterns, fuel consumption, the influence of weather, and much more. This book offers a unique, data-driven analysis of vehicular traffic in traffic networks, also considering how to apply data-driven insights to the intelligent transport systems of the future. Provides an empirically-driven analysis of traffic measurements/congestion based on real-world data collected from a global fleet of vehicles Applies Kerner’s three-phase traffic theory to empirical data Offers a critical scientific understanding of the underlying concerns of traffic control in automated driving and intelligent transport systems

Data-Driven Solutions to Transportation Problems

Yinhai Wang,Ziqiang Zeng
Data Driven Solutions to Transportation Problems Book PDF

Author : Yinhai Wang,Ziqiang Zeng
Publisher : Elsevier
Page : 299 pages
File Size : 45,6 Mb
Release : 2018-12-04
Category : Transportation
ISBN : 9780128170274

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Data-Driven Solutions to Transportation Problems by Yinhai Wang,Ziqiang Zeng Pdf

Data-Driven Solutions to Transportation Problems explores the fundamental principle of analyzing different types of transportation-related data using methodologies such as the data fusion model, the big data mining approach, computer vision-enabled traffic sensing data analysis, and machine learning. The book examines the state-of-the-art in data-enabled methodologies, technologies and applications in transportation. Readers will learn how to solve problems relating to energy efficiency under connected vehicle environments, urban travel behavior, trajectory data-based travel pattern identification, public transportation analysis, traffic signal control efficiency, optimizing traffic networks network, and much more. Synthesizes the newest developments in data-driven transportation science Includes case studies and examples in each chapter that illustrate the application of methodologies and technologies employed Useful for both theoretical and technically-oriented researchers

Traffic Management and Traffic Engineering for the Future Internet

Rui Valadas,Paulo Salvador
Traffic Management and Traffic Engineering for the Future Internet Book PDF

Author : Rui Valadas,Paulo Salvador
Publisher : Springer Science & Business Media
Page : 240 pages
File Size : 54,7 Mb
Release : 2009-09-23
Category : Business & Economics
ISBN : 9783642045752

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Traffic Management and Traffic Engineering for the Future Internet by Rui Valadas,Paulo Salvador Pdf

This post proeedings volume contains a selection of research contributions presented at FITraMEn 2008, held during December 11-12, 2008 in Porto, Portugal. The papers contained in this book provide a general view of the ongoing research on traffic management and traffic engineering in the Euro-NF Network of Excellence, and give a representative example of the problems currently investigated in this area, that spans topics such as bandwidth allocation and traffic control, statistical analysis, traffic engineering, and optical networks and video communications.

Logic-Driven Traffic Big Data Analytics

Shaopeng Zhong,Daniel (Jian) Sun
Logic Driven Traffic Big Data Analytics Book PDF

Author : Shaopeng Zhong,Daniel (Jian) Sun
Publisher : Springer Nature
Page : 296 pages
File Size : 44,8 Mb
Release : 2022-02-01
Category : Business & Economics
ISBN : 9789811680168

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Logic-Driven Traffic Big Data Analytics by Shaopeng Zhong,Daniel (Jian) Sun Pdf

This book starts from the relationship between urban built environment and travel behavior and focuses on analyzing the origin of traffic phenomena behind the data through multi-source traffic big data, which makes the book unique and different from the previous data-driven traffic big data analysis literature. This book focuses on understanding, estimating, predicting, and optimizing mobility patterns. Readers can find multi-source traffic big data processing methods, related statistical analysis models, and practical case applications from this book. This book bridges the gap between traffic big data, statistical analysis models, and mobility pattern analysis with a systematic investigation of traffic big data’s impact on mobility patterns and urban planning.

Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities

Moridpour, Sara,Toran Pour, Alireza,Saghapour, Tayebeh
Big Data Analytics in Traffic and Transportation Engineering Emerging Research and Opportunities Book PDF

Author : Moridpour, Sara,Toran Pour, Alireza,Saghapour, Tayebeh
Publisher : IGI Global
Page : 188 pages
File Size : 49,7 Mb
Release : 2019-01-11
Category : Technology & Engineering
ISBN : 9781522579441

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Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities by Moridpour, Sara,Toran Pour, Alireza,Saghapour, Tayebeh Pdf

Recent research reveals that socioeconomic factors of the neighborhoods where road users live and where pedestrian-vehicle crashes occur are important in determining the severity of the crashes, with the former having a greater influence. Hence, road safety countermeasures, especially those focusing on the road users, should be targeted at these high risk neighborhoods. Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities is an essential reference source that discusses access to transportation and examines vehicle-pedestrian crashes, specifically in relation to socioeconomic factors that influence them, main predictors, factors that contribute to crash severity, and the enhancement of pedestrian safety measures. Featuring research on topics such as public transport, accessibility, and spatial distribution, this book is ideally designed for policymakers, transportation engineers, road safety designers, transport planners and managers, professionals, academicians, researchers, and public administrators.

Implementing Service Quality in IP Networks

Vilho Räisänen
Implementing Service Quality in IP Networks Book PDF

Author : Vilho Räisänen
Publisher : John Wiley & Sons
Page : 312 pages
File Size : 55,9 Mb
Release : 2003-07-25
Category : Technology & Engineering
ISBN : 9780470862445

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Implementing Service Quality in IP Networks by Vilho Räisänen Pdf

While more and more data is shifted from circuit-switched to packet-switched networks, the users of these networks expect a smooth, continuously unproblematic service (unrelated to the amount of data transported). Therefore, the reliability of a network as well as the satisfaction of its users relies largely on Quality of Service (QoS). Service quality through resource management in IP networks will ensure that sufficient resources are available to fulfil the delay of applications and packet loss requirements. This year several books on QoS from the angle of operators/engineers have been published HOWEVER, none of these titles tackle the management side of the problem. This book shows how to determine quality requirements of services, it discusses and considers the various means of allocating network resources and of supervising the service quality. Furthermore, it explores strategies for allocating network resources and their relation to revenue or operator utility as well as service allocation optimization. The book concludes with a Nokia case study that illustrates the previously mentioned concepts. Essential reading for networking professionals wishing to understand service quality management in IP networks, as well as students needing to understand principles and basic techniques of service quality management.

Recent Advances in Traffic Engineering

Ashish Dhamaniya,Sai Chand,Indrajit Ghosh
Recent Advances in Traffic Engineering Book PDF

Author : Ashish Dhamaniya,Sai Chand,Indrajit Ghosh
Publisher : Springer Nature
Page : 618 pages
File Size : 54,5 Mb
Release : 2023-10-28
Category : Technology & Engineering
ISBN : 9789819944644

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Recent Advances in Traffic Engineering by Ashish Dhamaniya,Sai Chand,Indrajit Ghosh Pdf

This book comprises select peer-reviewed proceedings of the National Conference on Recent Advances in Traffic Engineering (RATE 2022). The contents includes in-depth insights into the domain of traffic engineering and planning and presents the latest advancements by focusing on traffic engineering, traffic flow, road safety, advanced techniques for transportation surveys, and data collection. It covers topics including travel demand modeling and transportation planning issues. The contents of this book offer up-to-date and practical knowledge on different aspects of traffic engineering. It will be useful for researchers as well as practitioners.

Traffic Engineering Handbook

ITE (Institute of Transportation Engineers),Brian Wolshon,Anurag Pande
Traffic Engineering Handbook Book PDF

Author : ITE (Institute of Transportation Engineers),Brian Wolshon,Anurag Pande
Publisher : John Wiley & Sons
Page : 688 pages
File Size : 43,6 Mb
Release : 2016-01-13
Category : Technology & Engineering
ISBN : 9781118762288

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Traffic Engineering Handbook by ITE (Institute of Transportation Engineers),Brian Wolshon,Anurag Pande Pdf

Get a complete look into modern traffic engineering solutions Traffic Engineering Handbook, Seventh Edition is a newly revised text that builds upon the reputation as the go-to source of essential traffic engineering solutions that this book has maintained for the past 70 years. The updated content reflects changes in key industry standards, and shines a spotlight on the needs of all users, the design of context-sensitive roadways, and the development of more sustainable transportation solutions. Additionally, this resource features a new organizational structure that promotes a more functionally-driven, multimodal approach to planning, designing, and implementing transportation solutions. A branch of civil engineering, traffic engineering concerns the safe and efficient movement of people and goods along roadways. Traffic flow, road geometry, sidewalks, crosswalks, cycle facilities, shared lane markings, traffic signs, traffic lights, and more—all of these elements must be considered when designing public and private sector transportation solutions. Explore the fundamental concepts of traffic engineering as they relate to operation, design, and management Access updated content that reflects changes in key industry-leading resources, such as the Highway Capacity Manual (HCM), Manual on Uniform Traffic Control Devices (MUTCD), AASSHTO Policy on Geometric Design, Highway Safety Manual (HSM), and Americans with Disabilities Act Understand the current state of the traffic engineering field Leverage revised information that homes in on the key topics most relevant to traffic engineering in today's world, such as context-sensitive roadways and sustainable transportation solutions Traffic Engineering Handbook, Seventh Edition is an essential text for public and private sector transportation practitioners, transportation decision makers, public officials, and even upper-level undergraduate and graduate students who are studying transportation engineering.

Big Data in Engineering Applications

Sanjiban Sekhar Roy,Pijush Samui,Ravinesh Deo,Stavros Ntalampiras
Big Data in Engineering Applications Book PDF

Author : Sanjiban Sekhar Roy,Pijush Samui,Ravinesh Deo,Stavros Ntalampiras
Publisher : Springer
Page : 384 pages
File Size : 53,8 Mb
Release : 2018-05-02
Category : Technology & Engineering
ISBN : 9789811084768

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Big Data in Engineering Applications by Sanjiban Sekhar Roy,Pijush Samui,Ravinesh Deo,Stavros Ntalampiras Pdf

This book presents the current trends, technologies, and challenges in Big Data in the diversified field of engineering and sciences. It covers the applications of Big Data ranging from conventional fields of mechanical engineering, civil engineering to electronics, electrical, and computer science to areas in pharmaceutical and biological sciences. This book consists of contributions from various authors from all sectors of academia and industries, demonstrating the imperative application of Big Data for the decision-making process in sectors where the volume, variety, and velocity of information keep increasing. The book is a useful reference for graduate students, researchers and scientists interested in exploring the potential of Big Data in the application of engineering areas.

Understanding Real Traffic

Boris S. Kerner
Understanding Real Traffic Book PDF

Author : Boris S. Kerner
Publisher : Springer Nature
Page : 248 pages
File Size : 43,6 Mb
Release : 2021-09-01
Category : Technology & Engineering
ISBN : 9783030796020

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Understanding Real Traffic by Boris S. Kerner Pdf

This book addresses the reader interested in vehicular traffic phenomena, who have not learned about them before. It presents traffic phenomena like traffic breakdown and the emergence of moving traffic jams by showcasing empirical traffic data measured in real-world traffic. The author explains how these empirical traffic studies have led to the three-phase traffic theory and why this new theory is in conflict with standard traffic theories developed before. Moreover, he presents the reason for the failure of applications of standard traffic theories in real-world traffic and discusses why understanding real traffic has caused a paradigm shift in traffic and transportation science. The book examines why understanding real traffic breakdown is the basis for an explanation for the autonomous driving effects on traffic flow. It shows that understanding real traffic is possible from real-world traffic data without the need of mathematical traffic models. This makes the book intuitive for non-specialists, who can qualitatively understand all the basic features of traffic dynamics. In turn, experienced traffic researchers can grasp concepts and ideas made here easily accessible by the author, one of the leading pioneers in the field of vehicular traffic.

Network Consultants Handbook

Matthew Castelli
Network Consultants Handbook Book PDF

Author : Matthew Castelli
Publisher : Cisco Press
Page : 1000 pages
File Size : 43,6 Mb
Release : 2002
Category : Computers
ISBN : 1587050390

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Network Consultants Handbook by Matthew Castelli Pdf

A complete resource for assessing, auditing, analyzing, and evaluating any network environment With "Network Consultants Handbook, you will Learn from network audit and evaluation guidelines that aid in data gathering and analysis of network environments Work with tables and calculations that help provide near-real-time answers to internetworking issues and challenges Learn network diagramming tips that aid consultants and engineers in preparing consistent drawings for in-house documentation Discover how specific internetworking technologies fit into a design to create a networking solution for your customer Network consultants and engineers in today's industry continually face the challenge of assessing, auditing, and reviewing existing networks. Documenting, reviewing, and analyzing these changes in a customer's network is more challenging today than in the past, partly because of the explosive growth of converged applications and the Internet. Consultants and engineers often reinvent the wheel to gather and analyze relevant network information, particularly when examining a client's network while having little or no background information. "Network Consultants Handbook is a complete resource for assessing, auditing, analyzing, and evaluating any network environment. Intended for anyone who designs, manages, sells, administrates, or desires to understand various internetworking technologies, "Network Consultants Handbook demonstrates where and how to gather relevant information and how to analyze and document this information. Technology overviews peel away each layer of the network to provide a complete assessment. This book prepares you with form templates to completeduring a network audit, necessary device commands to aid in obtaining necessary information, and consistent forms to aid in documentation. Networks are like snowflakes: No two are alike. This is the challenge that network consultants, engineers, managers, designers, and anyone else involved with networks must face every day. Network Consultants Handbook provides the resources you need to evaluate and design networks, either as a desktop reference resource or in the field where the tables and calculations help provide near-real-time answers to internetworking issues and challenges. Companion Web Site The companion Web site for the book contains fully downloadable versions of the data gathering and analysis templates. These templates offer an easy-to-complete solution to gathering the data you need to complete your analysis of network environments. This book is part of the Cisco Press Networking Technologies Series, which offers networking professionals valuable information for constructing efficient networks, understanding new technologies, and building successful careers.

Encyclopedia of Data Science and Machine Learning

Wang, John
Encyclopedia of Data Science and Machine Learning Book PDF

Author : Wang, John
Publisher : IGI Global
Page : 3296 pages
File Size : 52,8 Mb
Release : 2023-01-20
Category : Computers
ISBN : 9781799892212

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Encyclopedia of Data Science and Machine Learning by Wang, John Pdf

Big data and machine learning are driving the Fourth Industrial Revolution. With the age of big data upon us, we risk drowning in a flood of digital data. Big data has now become a critical part of both the business world and daily life, as the synthesis and synergy of machine learning and big data has enormous potential. Big data and machine learning are projected to not only maximize citizen wealth, but also promote societal health. As big data continues to evolve and the demand for professionals in the field increases, access to the most current information about the concepts, issues, trends, and technologies in this interdisciplinary area is needed. The Encyclopedia of Data Science and Machine Learning examines current, state-of-the-art research in the areas of data science, machine learning, data mining, and more. It provides an international forum for experts within these fields to advance the knowledge and practice in all facets of big data and machine learning, emphasizing emerging theories, principals, models, processes, and applications to inspire and circulate innovative findings into research, business, and communities. Covering topics such as benefit management, recommendation system analysis, and global software development, this expansive reference provides a dynamic resource for data scientists, data analysts, computer scientists, technical managers, corporate executives, students and educators of higher education, government officials, researchers, and academicians.

Intelligent Monitoring, Control, and Security of Critical Infrastructure Systems

Elias Kyriakides,Marios Polycarpou
Intelligent Monitoring Control and Security of Critical Infrastructure Systems Book PDF

Author : Elias Kyriakides,Marios Polycarpou
Publisher : Springer
Page : 359 pages
File Size : 50,5 Mb
Release : 2014-09-13
Category : Technology & Engineering
ISBN : 9783662441602

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Intelligent Monitoring, Control, and Security of Critical Infrastructure Systems by Elias Kyriakides,Marios Polycarpou Pdf

This book describes the challenges that critical infrastructure systems face, and presents state of the art solutions to address them. How can we design intelligent systems or intelligent agents that can make appropriate real-time decisions in the management of such large-scale, complex systems? What are the primary challenges for critical infrastructure systems? The book also provides readers with the relevant information to recognize how important infrastructures are, and their role in connection with a society’s economy, security and prosperity. It goes on to describe state-of-the-art solutions to address these points, including new methodologies and instrumentation tools (e.g. embedded software and intelligent algorithms) for transforming and optimizing target infrastructures. The book is the most comprehensive resource to date for professionals in both the private and public sectors, while also offering an essential guide for students and researchers in the areas of modeling and analysis of critical infrastructure systems, monitoring, control, risk/impact evaluation, fault diagnosis, fault-tolerant control, and infrastructure dependencies/interdependencies. The importance of the research presented in the book is reflected in the fact that currently, for the first time in human history, more people live in cities than in rural areas, and that, by 2050, roughly 70% of the world’s total population is expected to live in cities.

Advanced Solutions and Practical Applications in Road Traffic Engineering

Elżbieta Macioszek,Anna Granà,Grzegorz Sierpiński
Advanced Solutions and Practical Applications in Road Traffic Engineering Book PDF

Author : Elżbieta Macioszek,Anna Granà,Grzegorz Sierpiński
Publisher : Springer Nature
Page : 151 pages
File Size : 48,6 Mb
Release : 2023-01-01
Category : Technology & Engineering
ISBN : 9783031223594

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Advanced Solutions and Practical Applications in Road Traffic Engineering by Elżbieta Macioszek,Anna Granà,Grzegorz Sierpiński Pdf

This book presents many valuable tips for making decisions related to traffic flow in transport networks. The knowledge base in practical examples, as well as the decision support systems described in this book, finds interest among people who face the daily challenge of searching for advanced solutions and practical applications in road traffic engineering. The publication is therefore addressed to local authorities related to the planning and development of development strategies for selected areas with regard to transport (both in the urban and regional dimension) and to representatives of business and industry, as people directly involved in the implementation of traffic engineering solutions. The publication contains selected papers submitted to and presented at the 18th “Transport Systems. Theory and Practice” Scientific and Technical Conference organized by the Department of Transport Systems, Traffic Engineering and Logistics at the Faculty of Transport and Aviation Engineering at the Silesian University of Technology. The conference took place on September 19-20, 2022, in Katowice (Poland).

Engineering and Applied Sciences Optimization

Nikos D. Lagaros,Manolis Papadrakakis
Engineering and Applied Sciences Optimization Book PDF

Author : Nikos D. Lagaros,Manolis Papadrakakis
Publisher : Springer
Page : 507 pages
File Size : 40,9 Mb
Release : 2015-05-22
Category : Technology & Engineering
ISBN : 9783319183206

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Engineering and Applied Sciences Optimization by Nikos D. Lagaros,Manolis Papadrakakis Pdf

The chapters which appear in this volume are selected studies presented at the First International Conference on Engineering and Applied Sciences Optimization (OPT-i), Kos, Greece, 4-6 June 2014 and works written by friends, former colleagues and students of the late Professor M. G. Karlaftis; all in the area of optimization that he loved and published so much in himself. The subject areas represented here range from structural optimization, logistics, transportation, traffic and telecommunication networks to operational research, metaheuristics, multidisciplinary and multiphysics design optimization, etc. This volume is dedicated to the life and the memory of Professor Matthew G. Karlaftis, who passed away a few hours before he was to give the opening speech at OPT-i. All contributions reflect the warmth and genuine friendship which he enjoyed from his associates and show how much his scientific contribution has been appreciated. He will be greatly missed and it is hoped that this volume will be received as a suitable memorial to his life and achievements.