Overview
The DXC Robotic Drive Analyzer is a toolkit capable of running all analytic and automotive workloads in one environment at petabyte scale. The developers, data engineers & scientists can build data processing pipelines, train and productionize machine learning models and obtain insights from automotive data. It connects the big data and machine learning world with the automotive file formats, allowing all the functionality of machine learning and statistical data analytics libraries can be used directly on automotive data. The main purpose and value add of the Robotic Drive Analyzer is to integrate automotive R&D engineering systems and data with modern data science technologies and tools with the required scalability. Native in-vehicle data formats and structures can be analyzed and this data is loaded into Spark Data Frames, which makes the data usable by a variety of powerful data science tools - from statistical function libraries to the newest machine learning software packages such as TensorFlow, PyTorch and MLflow.
On AWS marketplace, we present a demo that supports the following features:
- Perform distributed analysis of rosbag and MDF4 files using the Robotic Drive Analyzer, Apache Zeppelin and Apache Spark on Kubernetes
- Perform datafusion of Spark Dataframes
- Get hands-on experience in exploring data from car drives and their visualization following an exemplary use-case
For business support, commercial usage and further features please contact us at RD_analyzer_support@dxc.com .
Highlights
- Distributed analysis of automotive fileformats
- Interactive exploration leveraging Apache Zeppelin notebooks
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Delivery details
Deployment Script for Cloudformation Stack
- Amazon EKS
Container image
Containers are lightweight, portable execution environments that wrap server application software in a filesystem that includes everything it needs to run. Container applications run on supported container runtimes and orchestration services, such as Amazon Elastic Container Service (Amazon ECS) or Amazon Elastic Kubernetes Service (Amazon EKS). Both eliminate the need for you to install and operate your own container orchestration software by managing and scheduling containers on a scalable cluster of virtual machines.
Version release notes
Initial release of the DXC Robotic Drive Analyzer on AWS Marketplace.
Additional details
Usage instructions
Instructions to deploy the image to an EKS cluster are provided on the "Setup" page of our online documentation page: https://robotic-drive-analyzer-documentation.s3.eu-central-1.amazonaws.com/index.html .
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AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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