We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Gliding through Traffic with Big Data
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Analytics > Predictive Analytics > Gliding through Traffic with Big Data
Predictive Analytics

Gliding through Traffic with Big Data

GilAllouche
GilAllouche
5 Min Read
Gliding through Traffic with Big Data
Illustration generated with Qwen Image.
SHARE

ImageA string of needless red lights and another late arrival at work.

We’ve all been the victim of too many red lights. We’ve been on the wrong end of a traffic accident and we’ve slogged our way through minutes and hours of stop and go traffic jams.

It doesn’t matter the situation; too much traffic equals too much stress.

ImageA string of needless red lights and another late arrival at work.

More Read

A Text Analytics Commercial
A Text Analytics Commercial
Could You Be POTUS?
Embracing the Unexpected
Promising Benefits of Predictive Analytics in Asset Management
Earthquake Prediction Through Sunspots Part II: common Data Mining Mistakes!

We’ve all been the victim of too many red lights. We’ve been on the wrong end of a traffic accident and we’ve slogged our way through minutes and hours of stop and go traffic jams.

It doesn’t matter the situation; too much traffic equals too much stress.

To combat the traffic problem, cities around the world are looking to Big Data and services like Hadoop Cloud, to monitor, evaluate and effect changes in real-time to affected areas.

TRAFFIC LIGHTS

One of the most important aspects of traffic flow and driver safety is traffic lights. Not always the easiest to monitor, and often not in sync with the flow of traffic, traffic lights make a big difference in how slow or fast traffic moves.

Los Angeles has invested in a traffic system that has synced more than 4,500 traffic lights in the city and connected them to road sensors and data analysis in order to provide drivers with a less congested, quicker ride home.

The goal is two-fold. By monitoring and adjusting the lights in real-time, the commute time for many drivers is significantly reduced and flow of traffic is better maintained. At the same time, the amount of exhaust that’s put into the environment is also significantly reduced.

By implementing big data, cities are hoping to decrease pollution and increase driver satisfaction.

In large cities there will, of course, still be congestion, but it will be significantly reduced by the smarter, more effective traffic lights.

PUBLIC TRANSPORTATION

One sector that will be an enormous beneficiary from the increased use of Big Data for traffic efficiency will be buses and other vehicles that make up public transportation. For the system to function optimally it has to be able to stay on schedule. Unfortunately, with the unpredictability of traffic in larger cities, it makes it extremely difficult to stay on track. Delays and frustration seem to go hand in hand with any public transport. In time, though, Big Data hopes to bring those days to an end.

By constantly monitoring public transportation, analysts can make a number of decisions to improve the system. They can find what times are best for buses to depart, which routes are the best to use, and which routes should be invested in for the future. In addition, with the improvement of traffic lights, the cities can work together with public transportation to help them stay on time by reducing the number of red lights they pass.

Millions of residents across the country are affected by how smoothly the public transport runs. By implementing big data, these cities can make an enormous impact in their residents’ lives, and in the production and growth of the city.

THE FUTURE

The data gathered today is going to fuel changes and improvements made in the future. It’s important that the data is used in real-time and can immediately change traffic flows and reduce congestion. However, it’s equally as important for that data to be used in future projects. City planners can determine where to build new roads and add new bus lines from this information. It will be easier to see successes and failures in current roadway designs and to make changes for the future.

COST AND TIME

One barrier of entry for those wishing to implement Hadoop Cloud and other Big Data technology is the cost and time required to implement the changes. Los Angeles took years and millions of dollars to implement their new traffic system. Many cities aren’t in a position to invest that type of money or time into road renovation or into the technology. With Hadoop and other resources cities can gather the data, the question then will how and if they can implement their findings.

Image Source: Wikimedia

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article's core relationship is the engineering transition from an AI prototype to a production-r
From AI Prototype to Production: Observability and Scalability Requirements for Data-Heavy SaaS Applications
Artificial Intelligence Exclusive
Preparing Data Systems and Governance for a Scaling Global Gaming Brand -- AI-generated illustration
Preparing Data Systems and Governance for a Scaling Global Gaming Brand
Big Data Infographic
How Restaurant POS and Ordering Data Reveal Generational Customer Patterns -- AI-generated illustration
How Restaurant POS and Ordering Data Reveal Generational Customer Patterns
Exclusive Infographic
From Trucks To Data: How Telematics Can Improve Freight Transportation -- AI-generated illustration
From Trucks To Data: How Telematics Can Improve Freight Transportation
Big Data Exclusive Infographic

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

My Life as a Bee with SAS – Observe, Learn and Share
Business IntelligenceCRMPredictive Analytics

My Life as a Bee with SAS – Observe, Learn and Share

4 Min Read
Want More Actionable Information from Your BI? Support Your IT Team’s Need for Data Warehouse Automation
AnalyticsBig DataBusiness IntelligenceData ManagementData QualityData VisualizationData WarehousingDecision ManagementKnowledge ManagementPredictive AnalyticsRisk Management

Want More Actionable Information from Your BI? Support Your IT Team’s Need for Data Warehouse Automation

6 Min Read
Using Decision Modeling to Make Predictive Analytics More Pervasive
Predictive Analytics

Using Decision Modeling to Make Predictive Analytics More Pervasive

5 Min Read
Apples and Oranges
Data VisualizationPredictive Analytics

Apples and Oranges

4 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive
AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?