Withdraw
Loading…
IoT Traffic Simulation: Data Pipeline
Agrawal, Anchal
Loading…
Permalink
https://hdl.handle.net/2142/89997
Description
- Title
- IoT Traffic Simulation: Data Pipeline
- Author(s)
- Agrawal, Anchal
- Contributor(s)
- Brunner, Robert J.
- Issue Date
- 2016
- Keyword(s)
- iot
- kafka
- spark
- hadoop
- cassandra
- Date of Ingest
- 2016-04-21T21:42:59Z
- Abstract
- This poster discusses the data pipeline for a project involving car and road sensor data, which is processed for creating machine learning models for traffic and weather behavior. The car data includes the coordinates of the car, and the road data includes max/min temperatures, precipitation and humidity. The simulated data is ingested by Kafka and consumed by Spark for stream processing. The data is persisted in Cassandra, a NoSQL datastore. These systems are deployed on NCSA hardware and Microsoft Azure. Each system runs on a cluster of virtual machines. The pipeline is integrated with Python APIs.
- Type of Resource
- text
- Genre of Resource
- Conference Poster
- Language
- en
- Permalink
- http://hdl.handle.net/2142/89997
- Copyright and License Information
- Copyright 2016, Agrawal
Owning Collections
Manage Files
Loading…
Edit Collection Membership
Loading…
Edit Metadata
Loading…
Edit Properties
Loading…
Embargoes
Loading…