Big Data Analytics with Vehicle Data

There is a lot of data collected from vehicles. The volume, velocity, variability and complexity of the data from various sensors are massive.

Big Data Analytics with Vehicle Data

Big Data Analytics with Vehicle Data

Many companies have invested a lot over the past decade just to collect the data and store them in a cloud. However collection of such large amount of data will be justified only when there are some useful insights drawn from them. There is a lot of data collected from vehicles. The volume, velocity, variability and complexity of the data from various sensors are massive. Access to this type of data is only going to increase with time, so industries need appropriate methods to transform this raw data into insights and knowledge. Extraction of insights which were previously unknown or potentially useful patterns or knowledge from this kind of these massive amounts of data can only be achieved by using Big Data analytics. Conventional software cannot handle the robustness of these, so modern tools such as Hadoop and Knime were used in this thesis to analyze the data. Raw high resolution data was used and a model was developed to understand vehicle/customer behaviors and then compared and contrasted. This thesis involves found a proper method for identifying and calculating the principal attributes that accurately and efficiently characterize a vehicle's operation. Predicting the power of new vehicles and finding the similarities between new vehicles and old vehicles was the main goal of this thesis.

More Books:

Big Data Analytics with Vehicle Data
Language: en
Pages: 27
Authors: Ashok Singamaneni
Categories: Automobiles
Type: BOOK - Published: 2016 - Publisher:

Many companies have invested a lot over the past decade just to collect the data and store them in a cloud. However collection of such large amount of data will be justified only when there are some useful insights drawn from them. There is a lot of data collected from
Big Data Analytics for Connected Vehicles and Smart Cities
Language: en
Pages: 280
Authors: Bob McQueen
Categories: Computers
Type: BOOK - Published: 2017-08-31 - Publisher: Artech House

This practical new book presents the application of “big data” analytics to connected vehicles, smart cities, and transportation systems. This book enables transportation professionals to understand how data analytics can and will expand the design and engineering of connected vehicles and smart cities. Readers find extensive case studies and examples
Data Analytics for Intelligent Transportation Systems
Language: en
Pages: 344
Authors: Mashrur Chowdhury, Amy Apon, Kakan Dey
Categories: Business & Economics
Type: BOOK - Published: 2017-04-05 - Publisher: Elsevier

Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems that includes detailed coverage of the tools needed to implement these methods using big data analytics and other computing techniques. The book examines the major characteristics of connected transportation systems, along with the
Effective Big Data Management and Opportunities for Implementation
Language: en
Pages: 324
Authors: Singh, Manoj Kumar, G., Dileep Kumar
Categories: Computers
Type: BOOK - Published: 2016-06-20 - Publisher: IGI Global

“Big data” has become a commonly used term to describe large-scale and complex data sets which are difficult to manage and analyze using standard data management methodologies. With applications across sectors and fields of study, the implementation and possible uses of big data are limitless. Effective Big Data Management and
Intelligent Transportation and Planning: Breakthroughs in Research and Practice
Language: en
Pages: 1111
Authors: Management Association, Information Resources
Categories: Transportation
Type: BOOK - Published: 2018-02-02 - Publisher: IGI Global

From driverless cars to vehicular networks, recent technological advances are being employed to increase road safety and improve driver satisfaction. As with any newly developed technology, researchers must take care to address all concerns, limitations, and dangers before widespread public adoption. Intelligent Transportation and Planning: Breakthroughs in Research and Practice

Popular All Time

The Third Pole
Ben Hogan’s Five Lessons: The Modern Fundamentals of Golf
Relentless
The Boys in the Boat
2020 NFHS Softball Rules Book
Hornady 10th Edition Handbook of Cartridge Reloading
The Mindful Athlete
2020 NFHS Track and Field and Cross Country Rules Book
Harvey Penick's Little Red Book
Twelve Mighty Orphans
Every Shot Counts
Sailing Made Easy
The Mamba Mentality
2020 NFHS Baseball Rules Book
ChiRunning
Out and Back
2020-21 NFHS Volleyball Rules Book
Legacy

Recent Books: