ITS Heartland 2012
Annual Meeting
Kansas City, MO
Please visit our Vimeo site to access voice narrated presentations: https://vimeo.com/matc/review/42290283/7cd8d5982f
Presented by Nicole Oneyear, Ph.D. Student, Iowa State University, Skylar Knickerbocker, Graduate Research Assistant, Iowa State University, and Nick Hinnerichs, Graduate Student, INTRANS Iowa State University
Maggie Jobes presentation about The College of Engineering at the University of Nebraska-Lincoln. The presentation was given at the 2016 MATC Scholars Program.
DOES14 - Aimee Bechtle and Bill Donaldson - The MITRE CorpGene Kim
Bill and Aimee's Excellent DevOps Journey
Bill Donaldson, Senior Principal Engineer, and Aimee Bechtle, Principal Software Engineer, The MITRE Corp
In their presentation Bill Donaldson and Aimee Bechtle will share a summary of their tumultuous journey that has resulted in 75% of their corporate applications utilizing Continuous Integration with automated deployments, a 70% reduction in labor, and 288% reduction of cycle time. They will support these numbers with charts depicting the deployment volumes over the course of a 1.5 year adoption. They will share how by selecting the right applications, approach, and people, and using creative ways to advertise success, the new capabilities were embraced and adopted in their organization. The presentation will conclude with how Aimee has transformed her team to support Continuous Integration with auto deploy. Additionally, she will share why the 25% remain in the manual system and how she’s pursuing Continuous Delivery.
In 2011 Bill Donaldson and Aimee Bechtle were leading development and deployment operations teams in The MITRE Corporation’s corporate IT department. MITRE is a not-for-profit corporation whose mission is to provide the US Government world class Systems Engineering. MITRE’s IT was running well with a mature and stable release process. Bill’s team had successfully adopted agile development practices and was adept at producing high quality software code quickly. However, the successful adoption of agile introduced a problem between the developers and the deployment operations team lead by Aimee. Developers had to “hurry up and wait” on operation’s 24-hour SLA to build and deploy their apps. The SLA frequently expired due to multiple handoffs and human errors. Tired of the bottlenecks and lengthy cycle times one day Bill said to Aimee “24 hours is 23.5 hours too long”. This simple requirement sparked the vision for a transformation of MITRE’s software delivery process.
The deployment operations team was employing a manual, mature and repeatable process that had been in place for over 10 years. In fact, in 2012 the Release & Deployment Management process scored the highest among all the processes in an ITIL process evaluation. So why would Aimee be motivated to change? Because MITRE’s unique mission and culture values innovation, active cost management, and establishing MITRE as a showcase to their Government customers.
Bill from Dev, and Aimee from Ops, partnered to successfully deliver an enterprise continuous integration and automated deployment capability. Aimee took Bill’s requirements and declared them as acceptance criteria. Together they formed an influential, cross-functional team that was critical to building momentum and adoption within the organization. And together they experienced the pitfalls and challenges of implementing change, working against the resistors and laggards. At times project goals were in question but through determination
Maggie Jobes presentation about The College of Engineering at the University of Nebraska-Lincoln. The presentation was given at the 2016 MATC Scholars Program.
DOES14 - Aimee Bechtle and Bill Donaldson - The MITRE CorpGene Kim
Bill and Aimee's Excellent DevOps Journey
Bill Donaldson, Senior Principal Engineer, and Aimee Bechtle, Principal Software Engineer, The MITRE Corp
In their presentation Bill Donaldson and Aimee Bechtle will share a summary of their tumultuous journey that has resulted in 75% of their corporate applications utilizing Continuous Integration with automated deployments, a 70% reduction in labor, and 288% reduction of cycle time. They will support these numbers with charts depicting the deployment volumes over the course of a 1.5 year adoption. They will share how by selecting the right applications, approach, and people, and using creative ways to advertise success, the new capabilities were embraced and adopted in their organization. The presentation will conclude with how Aimee has transformed her team to support Continuous Integration with auto deploy. Additionally, she will share why the 25% remain in the manual system and how she’s pursuing Continuous Delivery.
In 2011 Bill Donaldson and Aimee Bechtle were leading development and deployment operations teams in The MITRE Corporation’s corporate IT department. MITRE is a not-for-profit corporation whose mission is to provide the US Government world class Systems Engineering. MITRE’s IT was running well with a mature and stable release process. Bill’s team had successfully adopted agile development practices and was adept at producing high quality software code quickly. However, the successful adoption of agile introduced a problem between the developers and the deployment operations team lead by Aimee. Developers had to “hurry up and wait” on operation’s 24-hour SLA to build and deploy their apps. The SLA frequently expired due to multiple handoffs and human errors. Tired of the bottlenecks and lengthy cycle times one day Bill said to Aimee “24 hours is 23.5 hours too long”. This simple requirement sparked the vision for a transformation of MITRE’s software delivery process.
The deployment operations team was employing a manual, mature and repeatable process that had been in place for over 10 years. In fact, in 2012 the Release & Deployment Management process scored the highest among all the processes in an ITIL process evaluation. So why would Aimee be motivated to change? Because MITRE’s unique mission and culture values innovation, active cost management, and establishing MITRE as a showcase to their Government customers.
Bill from Dev, and Aimee from Ops, partnered to successfully deliver an enterprise continuous integration and automated deployment capability. Aimee took Bill’s requirements and declared them as acceptance criteria. Together they formed an influential, cross-functional team that was critical to building momentum and adoption within the organization. And together they experienced the pitfalls and challenges of implementing change, working against the resistors and laggards. At times project goals were in question but through determination
Towards Probabilistic Assessment of ModularityKevin Hoffman
We propose new modularity metrics based on probabilistic computations over weighted design structure matrices, also known as dependency structure matrices.
We define how these metrics are calculated, discuss some practical applications, and conclude with future work.
Metrics - Using Source Code Metrics to Predict Change-Prone Java InterfacesICSM 2011
Paper title: Using Source Code Metrics to Predict Change-Prone Java Interfaces
Authors: Daniele Romano and Martin Pinzger
Session: Research Track Session 11: Metrics
PowerPoint’s Impact on Conference Ratings and Social Media Likes Nathan Garrett
How can we best use PowerPoint? Three streams of research provide answers: (1) surveys provide student and faculty perceptions, (2) expert presenters give their opinion, and (3) cognitive scientists conduct focused perceptual experiments. I expand on this research by testing existing research findings against actual conference presentations. My C# software automatically analyzes 166 slide presentations to generate numeric slide characteristics. A regression analysis then correlates these characteristics with audience ratings and social media impact. The results generally support existing research, but have two surprising outcomes: (1) only certain types of images generate positive session ratings, (2) high words counts lead to improved social media impact.
Calvert, Do ‘normal’ traffic conditions really exist? Why modelling variation...flmkessels
Presentation by Simeon Calvert in Masterclass on 16 May 2012 on his phd research on probabilistic traffic flow models and "Help I've got a supervisor".
This talk will feature: memcache, resque, a bit of metaprogramming, a look at caching in the wild and code that fixes some usual problems, and a fairly epic SQL query with some nice Postgres features you should know about.
Slides from a quick and dirty presentation I gave to colleagues on Continuous Integration, Unit / Spec testing, etc.
CREDIT: this is very much in the Zach Holman school of presentation. I borrowed a lot of inspiration (and some colors/fonts) from his designs. Attribution was given.
Dr. Luis Vazquez, Regents Professor and Associate Vice President for Research at New Mexico State University, covers grad student funding sources, budgeting, and strategies for getting more funding.
Ms. Amy Maki, Founder and President of A.O. Maki & Associates, L.L.C., covers both verbal and written communication, common communication pitfalls, and non-verbal communication.
Mr. Juhann Waller, Adjunct Assistant Professor at North Carolina Agricultural and Technical State University, covers reasons why to pursue a graduate degree, why and how to apply, and the benefits of attending.
Dr. Ibibia Dabipi, Professor & Assistant Director in the Department of Engineering and Aviation Science at the University of Maryland Eastern Shore, covers how to best match your graduate school interests with a program, and how to prepare for it.
Towards Probabilistic Assessment of ModularityKevin Hoffman
We propose new modularity metrics based on probabilistic computations over weighted design structure matrices, also known as dependency structure matrices.
We define how these metrics are calculated, discuss some practical applications, and conclude with future work.
Metrics - Using Source Code Metrics to Predict Change-Prone Java InterfacesICSM 2011
Paper title: Using Source Code Metrics to Predict Change-Prone Java Interfaces
Authors: Daniele Romano and Martin Pinzger
Session: Research Track Session 11: Metrics
PowerPoint’s Impact on Conference Ratings and Social Media Likes Nathan Garrett
How can we best use PowerPoint? Three streams of research provide answers: (1) surveys provide student and faculty perceptions, (2) expert presenters give their opinion, and (3) cognitive scientists conduct focused perceptual experiments. I expand on this research by testing existing research findings against actual conference presentations. My C# software automatically analyzes 166 slide presentations to generate numeric slide characteristics. A regression analysis then correlates these characteristics with audience ratings and social media impact. The results generally support existing research, but have two surprising outcomes: (1) only certain types of images generate positive session ratings, (2) high words counts lead to improved social media impact.
Calvert, Do ‘normal’ traffic conditions really exist? Why modelling variation...flmkessels
Presentation by Simeon Calvert in Masterclass on 16 May 2012 on his phd research on probabilistic traffic flow models and "Help I've got a supervisor".
This talk will feature: memcache, resque, a bit of metaprogramming, a look at caching in the wild and code that fixes some usual problems, and a fairly epic SQL query with some nice Postgres features you should know about.
Slides from a quick and dirty presentation I gave to colleagues on Continuous Integration, Unit / Spec testing, etc.
CREDIT: this is very much in the Zach Holman school of presentation. I borrowed a lot of inspiration (and some colors/fonts) from his designs. Attribution was given.
Dr. Luis Vazquez, Regents Professor and Associate Vice President for Research at New Mexico State University, covers grad student funding sources, budgeting, and strategies for getting more funding.
Ms. Amy Maki, Founder and President of A.O. Maki & Associates, L.L.C., covers both verbal and written communication, common communication pitfalls, and non-verbal communication.
Mr. Juhann Waller, Adjunct Assistant Professor at North Carolina Agricultural and Technical State University, covers reasons why to pursue a graduate degree, why and how to apply, and the benefits of attending.
Dr. Ibibia Dabipi, Professor & Assistant Director in the Department of Engineering and Aviation Science at the University of Maryland Eastern Shore, covers how to best match your graduate school interests with a program, and how to prepare for it.
Dr. Deo Chimba, a Professor of Civil and Environmental Engineering at Tennessee State University gave a presentation on the experience of graduate school students. He covers graduate versus undergraduate, Masters versus PhD, and what challenges a student may come across.
Dr. Edgar Blevins, Professor of Mechanical Engineering at Southern University in Baton Rouge, gave a presentation on Choosing Faculty Mentors and your Communities to foster academic success.
Dr. Luis Vázquez, Regents Professor at New Mexico State University, presents on "Understanding Funding and Budgeting Finances". For more information, please visit https://matc.unl.edu.
Ms. Amy Maki, Founder and President of A. O. Maki & Associates, L.L.C., discusses appropriate communication skills. For more information, please visit https://matc.unl.edu.
Dr. Edgar Blevins, Professor at Southern University and A&M College, presents on "Choosing Faculty Mentors & Finding 'Mentoring Communities' for Academic Success. For more information, please visit https://matc.unl.edu.
Dr. Deo Chimba, Interim Department Chair and Associate Professor at Tennessee State University, presents on "Graduate School Student Experiences". For more information, please visit https://matc.unl.edu.
Dr. Ibibia Dabipi, Professor at the University of Maryland-Eastern Shore, presents on "Choosing a Graduate Program: Making a Short List". For more information, please visit https://matc.unl.edu
Mr. Juhann Waller, Adjunct Assistant Professor at North Carolina Agricultural and Technical State University, presents on "Why Graduate School?". For more information, please visit https://matc.unl.edu
In this talk, Dr. Haitao Li will introduce the food supply chain configuration problem (FSCCP) to optimize the tactical-level mode selection and inventory positioning decisions for a general multi-echelon food supply chain. Computational studies show that the optimal FSCCP solutions significantly outperform two heuristic solutions that focus solely on cost or quality. Managerial insights are obtained on the impacts of key input parameters on the optimal configuration and performance metrics.
Each summer, MATC interns work with transportation professionals to provide themselves with experiences that will assist them when they enter the field of transportation research. Madison Vater spent this summer working with Alfred Benesch & Company. This presentation summarizes her experience during her internship
Each summer, MATC interns work with transportation professionals to provide themselves with experiences that will assist them when they enter the field of transportation research. Ryan Weyers spent this summer working with Lincoln Transportation and Utilities. This presentation summarizes his experience during his internship.
Each summer, MATC interns work with transportation professionals to provide themselves with experiences that will assist them when they enter the field of transportation research. Abdulla Al Ajmi spent this summer working with Alfred Benesch & Company. This presentation summarizes his experience during his internship.
Each summer, MATC interns work with transportation professionals to provide themselves with experiences that will assist them when they enter the field of transportation research. Jose Aguilar spent this summer working with JEO Consulting Group. This presentation summarizes his experience during his internship.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
1. Civil Construction and Environmental Engineering
ITS Heartland 2012 Student
Competition
Nicole Oneyear, Skylar Knickerbocker, and Nick
Hinnerichs
2. Study Purpose
• To evaluate real world ITS operations data
• Demonstrate uses of the data
• Give recommendations on how the data
can be used
3. Data Prep
• Queried metrics using MYSQL Database to
output smaller .csv files
– Day of the week
– Location
– Peak Hour
4. Data Analysis
• Considered speed a direct correlation of
congestion
• Standard deviation was used as a reliability
indicator
• 85th percentile speeds were used as
indicators when examining speed limit
compliance
• Mean speed was used as a congestion
indicator
5. Scope of Study
• How has travel time and reliability changed
from 2009 to 2011?
• How reliable is the network for commuters?
• Do users tend to comply with the speed
limits in the area?
• Do major events have a large effect on
travel time within the corridor?
9. Standard Deviation
Std Dev
4.5
6
8
9
10
11
12
Standard Deviation (in mph) for links in 2011
Std Dev
4.5
6
8
9
10
11
12
10. Results
• Small changes on various routes within the
corridor
• Mean speeds appear to be in accordance
with their speed limits
• Major routes overall appear to have less
variance
• Reliability appears to have improved from
2009 to 2011
12. Background
• Congestion has increased impacts on
commuters
• For this study
AM Peak = 6AM to 9AM
PM Peak = 3PM to 6PM
13. AM Peak
I-435 I-635 I-70
2009 2011 2009 2011 2009 2011
Mean Speed 64.85 65.10 64.90 64.64 64.79 64.47
Monday
Standard Dev 1.06 2.06 0.95 1.95 1.70 2.51
Mean Speed 64.83 65.02 64.80 64.50 64.53 64.17
Tuesday
Standard Dev 1.28 1.98 1.57 1.82 2.52 2.47
Mean Speed 64.90 64.94 64.83 64.44 64.51 64.01
Wednesday
Standard Dev 1.02 1.90 1.20 2.19 2.15 2.76
Mean Speed 64.91 65.04 64.73 64.51 64.51 63.98
Thursday
Standard Dev 0.89 2.00 2.34 1.91 2.48 2.40
Mean Speed 64.83 64.96 64.86 64.43 64.52 64.19
Friday
Standard Dev 1.54 1.88 1.09 2.16 2.31 2.58
14. PM Peak
I-435 I-635 I-70
2009 2011 2009 2011 2009 2011
Mean Speed 63.81 66.40 63.05 64.80 64.09 64.95
Monday
Standard Dev 5.71 4.94 4.60 3.43 4.02 2.97
Mean Speed 63.40 66.60 62.92 64.58 63.86 65.23
Tuesday
Standard Dev 7.03 4.11 4.75 3.17 5.23 3.06
Mean Speed 63.83 66.78 63.16 64.19 64.07 64.73
Wednesday
Standard Dev 5.57 3.26 4.54 3.48 4.26 3.77
Mean Speed 63.98 66.72 62.93 64.17 62.25 64.55
Thursday
Standard Dev 4.67 3.16 4.40 3.38 4.20 3.97
Mean Speed 64.31 66.74 62.74 64.20 64.36 65.09
Friday
Standard Dev 4.58 3.32 4.84 3.35 4.18 3.25
15. AM Peak Hour 2009 – Std Dev of Speeds and Difference from Mean Speed
Average Std Dev
0
AM Peak
7
10
12
AM Peak Hour 2011 – Std Dev of Speeds and Difference from Mean Speed
Average Std Dev
0
7
10
12
16. PM Peak Hour 2009 – Std Dev of Speeds and Difference from Mean Speed
Average Std Dev
0
7
PM Peak
10
12
PM Peak Hour 2011 – Std Dev of Speeds and Difference from Mean Speed
Average Std Dev
0
7
10
12
17. Results
• Mean speeds are similar for AM and PM
Peak
• Standard Deviation in speeds is larger in
PM
• Congestion appears to have decreased
from 2009 to 2011
• The entire network displays similar results
19. Speed Limit Compliance - 2009 & 2011
80
70
Number of Links
60
50
40
30
20
10 2009
0 2011
Difference between 85th Percentile Speed and Speed Limit
20. Results
• Speed limit compliance was reasonable
• Majority of speeds less than 5 mph over
the speed limit
• Distribution is shifting towards a higher
speed from 2009 to 2011 and therefore
compliance is decreasing
21. PLAZA AT
THE
SPEEDWAY
Parallel Parkway 40,000 car’s per day
CERNER
18 ACRE OF F ICE PARK
SOCCER
COMPL EX
DO MAJOR EVENTS HAVE A LARGE
EFFECT ON TRAVEL TIME WITHIN THE
CORRIDOR?
24. Results
• Not much effects compared to other
Sunday’s before the race event
• I-70 showed increased congestion the hour
after the race
• I-435 showed increased congestion after
the race
25. Summary
• Travel time reliability seemed to improve
from 2009 to 2011
• The PM peak appears to be less reliable
than the AM peak
• Speed limit compliance is quite good, but
has been decreasing from 2009 to 2011
• Major events do have some effect on
congestion, however it was not as bad as
expected.
26. Recommendations
• Use of DMS which display travel
times are helpful in giving
commuters options for rerouting
• Data can be used to help
determine where traffic
enforcement is necessary
• Use DMS or CMS to inform
drivers of routes to take during
major events
Photo:
Editor's Notes
Note that this is only for major corridors
Limitation of this is the speeds given are mean speeds of vehicles for the 5 minutes time period, so we aren’t capturing true 85th percentile speed