Cloud-based Big-Data Analytics for Both Planning and Real-time Operations. Michael L. Pack, University of Maryland CATT Laboratory
|
|
|
- Coleen Stokes
- 5 years ago
- Views:
Transcription
1 Cloud-based Big-Data Analytics for Both Planning and Real-time Operations Michael L. Pack, University of Maryland CATT Laboratory
2 Transportation Data Transportation agency emphasis on data collection, hardware/sensors, and building things Sensor Systems, Probe Data, Incidents, etc. University Data Snobs Ops Engineers, Planners, the media, public, and everybody else Database Significantly less emphasis has been given to: Ease of access Tools for exploring the data How to represent the data for differing users including Engineers, decision makers, the public Visualization & Usability 2
3 3
4 What do we mean by Big Data RITIS Today Traffic events: 10,000 records per day: Gb/day Traffic detectors: 35,000,000 records per day: 5 Gb/day Probe vehicle data: 4,200,000,000 records per day: 550 Gb/day Connected vehicle data:?,???,???,???,??? records per day:?,??? Gb/day
5 2013 Michael L. Pack, UMD CATT Laboratory Our Challenge Our mission is to make ALL of this data easily accessible, usable, and understandable to end users and ITS applications How do we attempt to do this? 5
6 Visual Analytics & Decision Support Tools Visual bandwidth is enormous Human perceptual skills are remarkable Trend, cluster, gap, outlier... Color, size, shape, proximity... Human image storage is fast and vast 6
7 Our process & our Design Mantra Towards no user manuals Visually pleasing Web accessible Useful!!! Afford freedom to explore Overview, Zoom, Details on Demand = Vizualization 7
8 Let s start with Real-Time Operations Visualization 8
9 Map View 2013 Michael L. Pack, UMD CATT Laboratory
10 Weather Forecasts 2013 Michael L. Pack, UMD CATT Laboratory
11 Temperature Forecasts 2013 Michael L. Pack, UMD CATT Laboratory
12 Weather Alerts 2013 Michael L. Pack, UMD CATT Laboratory
13 Road Weather Data 2013 Michael L. Pack, UMD CATT Laboratory
14 Radio/Scanners 2013 Michael L. Pack, UMD CATT Laboratory
15 Sensor Data 2013 Michael L. Pack, UMD CATT Laboratory
16 CCTV Overlay 2013 Michael L. Pack, UMD CATT Laboratory
17 CCTV Personal Media Wall 2013 Michael L. Pack, UMD CATT Laboratory
18 Incident Details 2013 Michael L. Pack, UMD CATT Laboratory
19 2013 Michael L. Pack, UMD CATT Laboratory
20 Chat & File Sharing Functionalit y
21 Evacuation Data 2013 Michael L. Pack, UMD CATT Laboratory
22 Staging Areas 2013 Michael L. Pack, UMD CATT Laboratory
23 Hospitals & Beds 2013 Michael L. Pack, UMD CATT Laboratory
24 Traffic Control Points 2013 Michael L. Pack, UMD CATT Laboratory
25 Transit 2013 Michael L. Pack, UMD CATT Laboratory
26 Bus Stops & AVL 2013 Michael L. Pack, UMD CATT Laboratory
27 Virtual Weigh Stations 2013 Michael L. Pack, UMD CATT Laboratory
28 See Details of POI 2013 Michael L. Pack, UMD CATT Laboratory
29 RITIS Suites of Tools Weather Incident Analysis Analysis Congestion Analysis
30 Congestion Performance Measures System Performance Reporting Problem Identification Project Prioritization After Action Incident Review Before & After Studies Operations Travel Time Analysis Work Zone Monitoring
31 Bottleneck Ranking Maps
32 Congestion Scans
33 User Delay Cost Example
34 Trend Maps
35 Trend Map: comparing
36 Trend Maps: exporting as animated GIF
37 Performance Charts Speeds Travel times Buffer Time Index Planning Time Index Etc.
38 Work Zone Analysis (in progress) 38
39 Work Zone Analysis (in progress) Graphs are linked
40 Multi work zone dashboard
41 RITIS User Stats (as of 10/17/13) 3,000+ Registered Website Users Thousands of users via 3 rd party applications Users Include: DOTs (Federal, State, and Local) Transit Providers Metropolitan Planning Organizations Emergency Management Agencies FEMA US Army, Air Force, Navy, Coast Guard NorthCom U.S. Secret Service U.S. Capitol & Park Police Fire & Rescue Law Enforcement (state & local) U.S. Joint Forces Headquarters NSA US Office of Personnel Management 3 rd Party Trav Info Providers University Researchers Consultants working on projects for the DOTs Social Security Pentagon Force Protection Etc. 41
42 Thank you! Michael L. Pack
Intelligent Transportation Systems (ITS)
Intelligent Transportation Systems (ITS) Systems Engineering (SE) Requirement Intelligent Transportation Systems (ITS) means electronics, communications, or information processing used singly or in combination
Performance Measurement, Data and Decision Making: A Matter of Alignment. Mark F. Muriello Assistant Director Tunnels, Bridges & Terminals
Performance Measurement, Data and Decision Making: A Matter of Mark F. Muriello Assistant Director Tunnels, Bridges & Terminals The Port Authority of NY & NJ: Delivering Vital Connections Tunnels and Bridges
Johnson City Regional ITS Architecture Update Review Workshop. March 12, 2015
Johnson City Regional ITS Architecture Update Review Workshop March 12, 2015 Introductions Workshop Overview Review of the Draft Regional ITS Architecture Document Discussion on Existing and Planned ITS
Virginia Connected Corridor
Virginia Connected Corridor NATMEC 2016 Mike Mollenhauer Director, Center for Technology Implementation Virginia Tech Transportation Institute 5/4/2016 Virginia Connected Corridor In 2014, VDOT and VTTI
Application Quick Reference Guide. March, 2016 Version 1.3
Application Quick Reference Guide March, 2016 Version 1.3 www.cattlab.umd.edu The RITIS Meeting Tool Preface The I-95 Corridor Coalition is planning to form a number of targeted User Groups (Winter Weather,
KIPDA ITS Architecture Update Kick-off Meeting
KIPDA ITS Architecture Update Kick-off Meeting September 8. 2016 Agenda Overview Intelligent Transportation Systems ITS Architectures Purpose & Limits Development Tasks Review of Current Architecture-
Current Status and Future Plan of HELP
International Telecommunication Union Current Status and Future Plan of HELP Masatoshi Morita Assistant Director for ITS Traffic Planning Division, Traffic Bureau, National Police Agency of Japan The purpose
ALABAMA DEPARTMENT OF TRANSPORTATION (ALDOT) STATEWIDE OPERATIONS
ALABAMA DEPARTMENT OF TRANSPORTATION (ALDOT) STATEWIDE OPERATIONS TMC Operational Procedures Traffic Incident Management Performance Measures Project Mission Effective Operations Performance Improvement
Coordinated Highways Action Response Team
Coordinated Highways Action Response Team PANEL 3: EVENT RESPONSE TOOLS YOU CAN USE AT YOUR AGENCY Richard R. Dye CHART Systems Administrator Maryland State Highway Administration I-95 CORRIDOR COALITION
The Benefits of Regional Collaboration in Managing Network Transportation Operations
The Benefits of Regional Collaboration in Managing Network Transportation Operations PIARC Technical Committee 1.4 Prepared by: Wayne Berman Office of Transportation Management Federal Highway Administration
Transportation Data for Chicago Traffic Management Center. Abraham Emmanuel Deputy Commissioner, CDOT
Transportation Data for Chicago Traffic Management Center Abraham Emmanuel Deputy Commissioner, CDOT Chicago Traffic Management Center (TMC) Proposed in the early 2000s with a core building and Advanced
KENTUCKY TRANSPORTATION CABINET
KENTUCKY TRANSPORTATION CABINET Transportation Operations Center (TOC) The TOC is a multi-functional center located within the Kentucky Transportation Office Building in Frankfort. Our mission is to collect
National Level Exercise 2018 After-Action Findings
National Level Exercise 2018 After-Action Findings National Level Exercise (NLE) 2018 examined the ability of all levels of government, private industry, and nongovernmental organizations to protect against,
Page 7. Page 8. (MDSS)) Pilot Phase. Page 9. Page 6. Vision. Mission. of Program. Optimizing the. complimentary. Page 1 of 9
Inte ligent Transportation Program Direcry of Active Projects In This Edition: Project background and expected benefits for the followingg projects: 511 Pennsylvania Page 2 Video Sharing Solution Page
Intelligent Transportation Systems (ITS) for Critical Infrastructure Protection
Intelligent Transportation Systems (ITS) for Critical Infrastructure Protection Presented at the Transportation Research Board January 2002 Annual Meeting Washington DC, USA HAMED BENOUAR Executive Director
Pennsylvania Safety Transportation and Research Track (PennSTART)
Pennsylvania Safety Transportation and Research Track (PennSTART) IBTTA Maintenance and Roadway Operations Workshop June 25, 2018 1 Purpose and Need 2014 PA Transportation Advisory Committee TIM Study
RITIS Training Module 10 Script. To return to the Florida Analytics main page, select Florida Analytics Tools in the upper left corner of the page.
RITIS Training Module 10 Script Welcome to the Regional Integrated Transportation Information System or RITIS Module 10 CBT. To begin, select the start button or press Shift+N on your keyboard. To return
Virginia Department of Transportation Hampton Roads Bridge-Tunnel Action Plan Implementing the Independent Review Panel Recommendations
Virginia Department of Transportation Hampton Roads Bridge-Tunnel Action Plan Implementing the Independent Review Panel Recommendations Initial Panel Charge August 2009 To review existing policies and
San Antonio TransGuide: TOC Update ITS Texas 2009
San Antonio TransGuide: TOC Update ITS Texas 2009 Brian G. Fariello, P.E. Traffic Management Engineer TxDOT- San Antonio bfariel@dot.state.tx.us (210) 731-5247 San Antonio TransGuide Partner Agencies Current
RITIS Training Module 9 Script
RITIS Training Module 9 Script Welcome to the Regional Integrated Information System or RITIS Module 09 CBT. To begin, select the start button or press Shift+N on your keyboard. This training module will
LAWRENCE-DOUGLAS COUNTY INTELLIGENT JOURNEY
LAWRENCE-DOUGLAS COUNTY INTELLIGENT JOURNEY L-DC REGIONAL ITS ARCHITECTURE AND STRATEGIC DEPLOYMENT PLAN EXECUTIVE SUMMARY The Lawrence-Douglas County Metropolitan Planning Organization (L- DC MPO) has
DSRC Interchange Details
DSRC Interchange Details P. Roka, May 1, 2011 This document explains data exchange between DSRC modules. DSRC modules are herein referred to as hardware and software enabled with wireless connectivity
EMERGENCY SUPPORT FUNCTION (ESF) 13 PUBLIC SAFETY AND SECURITY
EMERGENCY SUPPORT FUNCTION (ESF) 13 PUBLIC SAFETY AND SECURITY PRIMARY AGENCY: SUPPORT AGENCIES: Savannah-Chatham Metropolitan Police Department Armstrong-Atlantic Campus Police Department Bloomingdale
The Application of Timely, Credible and Actionable Intelligence
The Application of Timely, Credible and Actionable Intelligence David Davari 10/19/2018 Who Is Pinkerton Corporate Risk Management Trusted Experts: providing security solutions, consulting and corporate
Project Summary. Feb. 2014
Project Summary Feb. 2014 2 Cooperative Transportation Systems Pooled Fund Study Overview Program to support the development and deployment of Cooperative Transportation Systems Applications Goals To facilitate
SYSTEM CONFIGURATION AND FUNCTIONAL OUTLINE OF MPD ROAD TRAFFIC CONTROL CENTER
Maintaining 'Control Consoles' Responsible for Controlling Traffic across Metropolitan Tokyo Masayuki Kurosawa Traffic Facilities and Control Division, Traffic Bureau Tokyo Metropolitan Police Department
3 ITS Standards Deployment and Testing Strategies
3 ITS Standards Deployment and Testing Strategies In chapter 2, this report reviewed some of the ITS deployments shaping the application of ITS Standards in New York State. These projects, and others,
Making airports safer and smarter
Making airports safer and smarter Transforming Situation Management into Actionable Intelligence Dharmesh Patel October 17 th, 2017 Technology & Theory Integration Workflow Automation Collaboration Airports
Data Integration for Integrated Corridor Management
Dr. Kevin T Miller, Kapsch TrafficCom USA, Troy, MI, USA Matt Juckes, Kapsch TrafficCom USA Jeremy Dilmore, Florida Department of Transportation Robert Heller, Southwest Research Institute Abstract Modern
Connected Car. Dr. Sania Irwin. Head of Systems & Applications May 27, Nokia Solutions and Networks 2014 For internal use
Connected Car Dr. Sania Irwin Head of Systems & Applications May 27, 2015 1 Nokia Solutions and Networks 2014 For internal use Agenda Introduction Industry Landscape Industry Architecture & Implications
Fusing Data Across the State of Florida to Support ATIS Services
Session 5A: Center-to to-center Fusing Data Across the State of Florida to Support ATIS Services Steven W. Dellenback,, Ph.D., PMP Southwest Research Institute San Antonio, Texas Objectives FDOT Objectives:
The Golden Triangle Business Improvement District Washington, DC Program: Safe, Secure, Prepared Award Category: Downtown Leadership and Management
The Golden Triangle Business Improvement District Washington, DC Program: Safe, Secure, Prepared Award Category: Downtown Leadership and Management Encompasses 43 square blocks of prime commercial real
The Practical Side of Cell Phones as Traffic Probes
The Practical Side of Cell Phones as Traffic Probes The information contained in this document is considered proprietary, and may not be reproduced or redistributed without the consent of Delcan Inc. Cell
RTMS Solutions. Detection solutions to fit your city s needs.
RTMS Solutions Detection solutions to fit your city s needs. Keeping your daily commute free of congestion - and maintenance. Behind the scenes in cities all over the world, RTMS radar detection solutions
From Integrated Corridor Management To Integrated Regional Mobility
From Integrated Corridor Management To Integrated Regional Mobility Agenda Regional Mobility Dallas ICM Operational Needs Expansion and Enhancements Transit Improvements MPO s Leadership Future Direction
Netcentric Operations with Hawaii's Emergency Management Center
Netcentric Operations with Hawaii's Emergency Management Center Margaret M. McMahon, Ph.D. Engineering Fellow Raytheon Solipsys 13 th ICCRTS, 17-19 June 2008 Topic 9, Paper 098 Emergency Management Center
Acyclica Congestion Management. By Sarah King Regional Sales Manager Control Technologies
Acyclica Congestion Management By Sarah King Regional Sales Manager Control Technologies Overview 1. Goals 2. Data Collection 3. Measuring Congestion 4. Travel Time 5. Intersection Delay 6. Origin/Destination
NOVA ITS Architecture Maintenance and Training. Task 46 NOVA ITS Architecture v. 1.2 Final Report
NOVA ITS Architecture Maintenance and Training Task 46 NOVA ITS Architecture v. 1.2 Final Report June 2, 2004 PREPARED FOR: Virginia Department of Transportation DEVELOPED BY: Table of Contents 1 INTRODUCTION...
Cedar Rapids ITS Deployment Project
Cedar Rapids ITS Deployment Project Concept of Operations July 29, 2011 Table of Contents Section 1 Introduction Purpose Goal of ITS Deployments Section 2 Needs Assessment General Background Stakeholders
Washington Metropolitan Area Transit Authority Board Action/Information Summary. MEAD Number:
Washington Metropolitan Area Transit Authority Board Action/Information Summary Action Information MEAD Number: 102948 Resolution: Yes No TITLE Metro Transit Police Department Third Quarter Security Report
PREPARED STATEMENT OF ERNEST R. FRAZIER, SR., ESQ. AMTRAK, CHIEF OF POLICE AND SECURITY DEPARTMENT
PREPARED STATEMENT OF ERNEST R. FRAZIER, SR., ESQ. AMTRAK, CHIEF OF POLICE AND SECURITY DEPARTMENT HOUSE TRANSPORTATION & INFRASTRUCTURE SUBCOMMITTEE ON RAILROADS Oversight Hearing on Railroad Security
Enabling Operational Innovation and Building Resilience
Enabling Operational Innovation and Building Resilience National Geospatial Preparedness Summit September 14, 2016 Dan Cotter Director First Responders Group Science and Technology Directorate S&T Visionary
TX360 Use Cases And Case Studies
SWAN ISLAND NETWORKS EXAMPLES TX60 Use Cases And Case Studies 205 Swan Island Networks, Inc. Introduction For over a decade, Swan Island Networks has been providing innovative threat intelligence and situational
PORTAL. A Case Study. Dr. Kristin Tufte Mark Wong September 23, Linux Plumbers Conference 2009
PORTAL A Case Study Dr. Kristin Tufte (tufte@cecs.pdx.edu) Mark Wong (markwkm@postgresql.org) Linux Plumbers Conference 2009 September 23, 2009 Overview What is PORTAL? How PORTAL works Improving PORTAL
Engaging Maryland toward CAV advancements Christine Nizer, Administrator
Engaging Maryland toward CAV advancements Christine Nizer, Administrator Maryland Department of Transportation Motor Vehicle Administration Maryland CAV activities Overall goal: Maryland is open for business
511 DFW TRAVELER INFORMATION LESSONS LEARNED
511 DFW TRAVELER INFORMATION LESSONS LEARNED Brief History of 511 March 8, 1999-- the US DOT petitioned the Federal Communications Commission (FCC) for national traveler information number. July 21, 2000
Maritime Security Panel Canadian Maritime Security Impact of Big Data
Maritime Security Panel Canadian Maritime Security Impact of Big Data Maritime security Canada In Halifax, easy to understand Canada s connection and dependence on free access to the world s oceans In
Future Trends in ITS Industry view
Future Trends in ITS Industry view Vassilis Mizaras Managing Director Infotrip SA Company of SWARCO Group SWARCO MIZAR S.p.A. 01/10/2014 SWARCO First in Traffic Solutions. 0 www.swarco.com The SWARCO Group
REAL-TIME & HISTORICAL FEATURES OF THE BLUEARGUS SOFTWARE SUITE
REAL-TIME & HISTORICAL FEATURES OF THE BLUEARGUS SOFTWARE SUITE DATA DRIVEN Optimized for travel-time data and dashboardbased visualization, BlueARGUS is the most comprehensive database manipulation software
A Living-Lab Model: Resilience Through Translational Technology and Policy Virginia Tech and Arlington County, as an example.
A Living-Lab Model: Resilience Through Translational Technology and Policy Virginia Tech and Arlington County, as an example November 17, 2014 Anne Khademian Director, School of Public & International
THINK RESILIENCY 2.0 WITH VIZONOMY
VIZONOMY // 01 ABOUT US The greatest advances in climate risk awareness will be those that merge, harness, and properly communicate big data sources to drive meaningful action and response. Vizonomy s
IMPLEMENTATION OF INTELLIGENT OPERATION CENTERS IN VIETNAM
IMPLEMENTATION OF INTELLIGENT OPERATION CENTERS IN VIETNAM International Smart City Conference Sam Son 4-5/7/2018 Sam Son, 7/2018 Le Quoc Huu Chief ICT Architect for Smart City TỔNG CÔNG TY VIỄN THÔNG
U.S. FLEET CYBER COMMAND U.S. TENTH FLEET Managing Cybersecurity Risk
U.S. FLEET CYBER COMMAND U.S. TENTH FLEET Managing Cybersecurity Risk Neal Miller, Navy Authorizing Official December 13, 2016 UNCLASSIFIED 1 Some Inconvenient Truths The bad guys and gals still only work
Traffic Control Center. Smart City. Jan 2015
Traffic Control Center Smart City Jan 2015 What we do Communication Infrastructure Towers, Shelters, Ext. power supply Design and Building Permits Civil Works Network RF and MW links Infrastructure Indoor
CAPACITY BUILDING WORKSHOP FOR TRAFFIC MANAGEMENT INFORMATION CONTROL CENTRES (TMICC) AND NATIONAL URBAN TRANSPORT HELPLINE (NUTH)
Topic Covered Session 3A Institutional Considerations and Organizational Setting for TMICC and NUTH Outline Transport: Role of Various Government Levels TMICC Stakeholders in Traffic Management Potential
Seoul Smart City Initiatives & Strategies. Information Planning Division Director, Lee Kiwan
Seoul Smart City Initiatives & Strategies Information Planning Division Director, Lee Kiwan (kiwani@seoul.go.kr) About Seoul No.6 Ranked 6th in Global Power City index ( 16) -Institute for Urban Strategies,
Commercial Wireless Networks and Priority Access for Public Safety
Commercial Wireless Networks and Priority Access for Public Safety Jeffrey Carl Director of Market Development AT&T Public Safety Solutions November 1-2, 2016 Seattle, Washington Public Safety Wireless
SITUATIONAL AWARENESS FOR NORTH CAROLINA S MODERN ENTERPRISE
SITUATIONAL AWARENESS FOR NORTH CAROLINA S MODERN ENTERPRISE Joint Legislative Emergency Management Oversight Committee February 15, 2018 TigerSwan Headquarters: Apex, North Carolina, Founded 2008 Service-Disabled,
Propel PRO User Guide
Propel PRO User Guide Propel PRO Version 3.2.0a Page 1 Welcome to the latest version of Propel PRO which offers fast performance and easy navigation. Please refer to this user guide for common features
Marine Security Overview
Marine Security Overview November 2017 Fred Myer Senior Manager, Marine Security & Waterways fred.myer@portofportland.com 503.415.6542 Port of Portland Facilities Three airports, four marine terminals,
UF CEMP Support Group Annex: Public Safety
UF CEMP Support Group Annex: Public Safety Lead Representatives University of Supporting Departments External Partners Enrollment Management Shands Hospital Safety & Security Alachua County Emergency Management
Industry 4.0 & Transport for Digital Infrastructure
Industry 4.0 for Digital Infrastructure u Vehicle to Anything Connectivity (V2X) ICT changes Transport Automotive World IT World V2I IVN-Sensor X-by-Wire, MOST, CDMA, DSRC, WLAN,.. RSU Distance Sens. Multi
Department of Homeland Security
Department of Homeland Security Science & Technology Directorate Emergency Preparedness & Response Christopher Doyle Deputy Program Director A Roadmap for Integrated Modeling & Simulation for Emergency
The Freeway Performance Measurement System (PeMS) (PeMS Version 3)
The Freeway Performance Measurement System (PeMS) (PeMS Version 3) Table of Contents Background Capabilities Your Feedback Appendix 1 Background What is PeMS? The Freeway Performance Measurement System
Aviation & Airspace Solutions MODERNIZING SYSTEMS TRANSFORMING OPERATIONS DELIVERING PERFORMANCE
Aviation & Airspace Solutions MODERNIZING SYSTEMS TRANSFORMING OPERATIONS DELIVERING PERFORMANCE Enabling Aircraft Safety With Comprehensive Technology MODERNIZING SYSTEMS TRANSFORMING OPERATIONS DELIVERING
Pennsylvania Safety Transportation and Research Track (PennSTART) April 10, 2018
Pennsylvania Safety Transportation and Research Track April 10, 2018 1 Purpose and Need Evaluate the need and demand for a PA-based, Mid-Atlantic TIM Training Facility Centrally located facility offering:
Cybersecurity Capabilities Overview
Cybersecurity Capabilities Overview Jack Wilmer Infrastructure Development Executive March 2016 Day in the Life of DISA INTERNET DoDIN DISN Operate DISA Provides, Operates and Assures the DODIN - $30 B
City of Stamford OFFICE OF PUBLIC SAFETY. Public Safety Administration. FY Budget Presentation
City of Stamford OFFICE OF PUBLIC SAFETY Public Safety Administration FY 2016-17 Budget Presentation Office of Public Safety Services Provided & Mission Statement The Office of Public Safety, Health and
Local Government Disaster Planning and what can be learned from it.
Local Government Disaster Planning and what can be learned from it. Emergency Operations Plans Emergency Support Functi0ns: ESF-1 ESF-2 ESF-3 ESF-4 ESF-5 ESF-6 ESF-7 Transportation Communications Public
a way to improve the capacity of the road network
Vägverket 1 IMPROVED CIVIL SECURITY THROUGH EFFICIENT EXCHANGE OF INFORMATION a way to improve the capacity of the road network Vägverket 2 This presentation Background Information exchange and co-operation
PROJECTS UPDATE TSAG MEETING MINNEAPOLIS, MN AUGUST 20, 2018
PROJECTS UPDATE TSAG MEETING MINNEAPOLIS, MN AUGUST 20, 2018 I2R PROJECT Project goals Improve safety through situational awareness Reduce risk during high-risk operations Enhance delivery of life-saving
Seoul e-government Policies & Strategies. Information System Planning Bureau
Seoul e-government Policies & Strategies Information System Planning Bureau > About Seoul No.6 Ranked 6th in Urban Competitiveness Worldwide ( 15) 90% More than 90% of Seoul citizens are Smart Phone Users
veoc User Manual v2.0
veoc User Manual v2.0 CONTENTS Overview... 11 Preface:... 11 Part I: The Trainee Console... 11 Login... 11 Console Familiarization... 11 1.1 Check Starting Status... 13 1.2 Check Status of Shelters...
User Manual for Smart Hub Website
Appendix to Roadway Striping Productivity Data Analysis for INDOT Greenfield and Crawfordsville Districts, SPR-3650 User Manual for Smart Hub Website 1. Login to Website Access to the GT Website is provided
CHAPTER OUTLINE Last Updated: 12 April 2014
Developing a Research Roadmap for Smart Fire Fighting CHAPTER OUTLINE Last Updated: 12 April 2014 The purpose of this Outline document is to provide the details for the content and organization of a roadmap
ALASKA IWAYS ARCHITECTURE UPDATE: USE & MAINTENANCE GUIDE
ALASKA IWAYS ARCHITECTURE UPDATE: USE & MAINTENANCE GUIDE December 2016 Version 1.3 Revision History Rev. # Date Author(s) QC Notes: Changes & Affected Pages V 0.0 May 16, 2016 D. Nguyen L. Jacobson Draft
MCPD VOLUNTEER/INTERN APPLICATION FORM
MONTGOMERY COUNTY, MARYLAND DEPARTMENT OF POLICE VOLUNTEER RESOURCES SECTION MCPD VOLUNTEER/INTERN APPLICATION FORM Before you begin, here are some important things to keep in mind before submitting your
13th Asia-Pacific Eco-Business Forum in Kawasaki
13th Asia-Pacific Eco-Business Forum in Kawasaki Session 2 Future Eco Cities Session Challenge to Environment Monitoring using AI Technology 16 Feb 2017 Norio YABE Technical Computing Solutions Unit FUJITSU
TxDOT TMS PERFORMANCE MEASURES ITS TEXAS Texas Department of Transportation
TxDOT TMS PERFORMANCE MEASURES ITS TEXAS 2017 Texas Department of Transportation Traffic Management Systems November 2017 TRF-TM Update 1 2 Implementation of TMS Performance Metrics TMS Performance Metrics
Arizona State Troopers Highway Patrol Division Sergeant John Paul Cartier
Arizona State Troopers Highway Patrol Division Sergeant John Paul Cartier Average Annual Number of Responders Struck and Killed Nationally 12 Law Enforcement Officers 5 Fire and Rescue Personnel 60 Towing
The Missouri Department of Transportation, in cooperation with its regional partners Illinois Department of Transportation, Metro and East West
The Future of St. Louis Intelligent Transportation The ITS Heart Of St. Louis The Missouri Department of Transportation, in cooperation with its regional partners Illinois Department of Transportation,
STREAMS Integrated Network Management Presented by: Matthew Cooper
STREAMS Integrated Network Management Presented by: Matthew Cooper Transmax helps customers realise the community benefits of optimising transport networks by providing smarter, more sustainable ITS solutions.
Connected & Automated Vehicle Activities
MDOT State Highway Administration Connected & Automated Vehicle Activities National Rural ITS Conference October 2018 MDOT s CAV Working Group MDOT s CAV Working Group Open discussions on CAV with TBUs,
Technology Advances in FEMA Response and Recovery to Disasters
Technology Advances in FEMA Response and Recovery to Disasters Homeland Security in Action: Air * Space * Maritime Conference and Showcase Robert J. Fenton, Jr. Director, Disaster Assistance Division Acting
GIS and traffic data used in a traffic hackathon Edwin Kools
GIS and traffic data used in a traffic hackathon Edwin Kools TOMTOM CONNECTED NAVIGATION SYSTEM IN NUMBERS 24 YEARS 127 300 450 MILLION 270 BILLION 13.9 TRILLION of software development countries supported
Boston Regional ITS Architecture. Lev Pinelis Angela Ho Steve Alpert Tyler Smith
Boston Regional ITS Architecture Lev Pinelis Angela Ho Steve Alpert Tyler Smith There are risks and costs to a program of action. But they are far less than the longrange risks and costs of comfortable
SOLUTION BRIEF. Video Changes the Future of Policing
SOLUTION BRIEF Video Changes the Future of Policing Abstract Public safety organizations continuously look for new tools to help them better serve and protect the citizens of the community as well as to
Convergence Everywhere
Convergence Everywhere Gregory J Hill FEBRUARY 2016 PHOENIX, AZ Why Convergence? APPLICATIONS Rapid proliferation and demand data from many systems Supporting diverse range of technologies Streaming video,
Hitachi Visualization Suite
The Problem and Solution Your single pane of glass for the Smart City Over the past few years, the majority of public and private organizations have implemented a diverse set of systems to protect their
Singapore Autonomous Vehicle Initiative (SAVI)
Singapore Autonomous Vehicle Initiative (SAVI) Dr Chin Kian Keong Group Director, Transportation and Road Operations CHIN_Kian_Keong@lta.gov.sg 1 Singapore ASIA Singapore Land area: 719 m 2 Population:
Enter your address and password in the appropriate box then click Login. This will open the tracking system and display your assets on the map
User Manual Logging In Go to web.fonixtelematics.com Enter your email address and password in the appropriate box then click Login This will open the tracking system and display your assets on the map
National RTAP in the Cloud
National RTAP in the Cloud GTFS Builder August 16, 2011 U.S. Department of Transportation Federal Transit Administration Welcome Introductions Overview of National RTAP in the Cloud GTFS Builder demonstration
Beacon Admin Walkthrough
BEACON v.. Beacon Walkthrough v.. Background: Beacon is a text message-based emergency medical dispatching software designed by Trek Medics International. Purpose: The Beacon is an advanced, comprehensive
Cisco Connected Government
Cisco Connected Government Business Overview Engr. Marnie Tolosa Business Development Manager Cisco Systems, Inc. 1 Agenda Overview of Cisco Connected Government How Do I Get There? Why Cisco? Discussion
Data Hub and Data Bus for Improving the
Data Hub and Data Bus for Improving the Effectiveness of Integrated Modeling Applications Xuesong Zhou (Arizona State University), xzhou74@asu.edu -Pronounced as Su-song Joe Acronym for extending traffic
Performance Evaluation of Non-Intrusive Methods for Traffic Data Collection. Kamal Banger, Ministry of Transportation of Ontario
Abstract Performance Evaluation of Non-Intrusive Methods for Traffic Data Collection Kamal Banger, Ministry of Transportation of Ontario Nancy Adriano, P.Eng., Ministry of Transportation of Ontario For
GARMIN DRIVE 51/5S/61. Owner s Manual
GARMIN DRIVE 51/5S/61 Owner s Manual 2016 Garmin Ltd. or its subsidiaries All rights reserved. Under the copyright laws, this manual may not be copied, in whole or in part, without the written consent
STANDARD OPERATING PROCEDURE Critical Infrastructure Credentialing/Access Program Hurricane Season
STANDARD OPERATING PROCEDURE Critical Infrastructure Credentialing/Access Program Hurricane Season IBERIA PARISH STATE OF LOUISIANA STANDARD OPERATING PROCEDURE Critical Infrastructure Owners/Operators
Cisco Smart+Connected Communities
Brochure Cisco Smart+Connected Communities Helping Cities on Their Digital Journey Cities worldwide are becoming digital or are evaluating strategies for doing so in order to make use of the unprecedented
Los Angeles County Metropolitan Transportation Authority (Metro) Arterial Performance Measures Framework
Los Angeles County Metropolitan Transportation Authority (Metro) Arterial Performance Measures Framework Anita Vandervalk-Ostrander Iteris, Inc. Santa Ana, California, USA Steven Gota, Deputy Executive