Exploring cyber physical data streams using Radial Pixel Visualizations

No Thumbnail Available
Files
There are no files associated with this item.
Date
2012
Authors
Hao, Ming
Marwah, Manish
Dayal, Umeshwar
Bash, Cullen
Felix, Carlos
Patel, Chandrakant
Hsu, Meichun
Editors
Contact
Journal ISSN
Electronic ISSN
ISBN
Bibliographical data
Publisher
Series
URI (citable link)
DOI (citable link)
ArXiv-ID
International patent number
Link to the license
EU project number
Project
Open Access publication
Restricted until
Title in another language
Visualizing Cyber Physical Data Streams Using Radial Pixel Rings
Research Projects
Organizational Units
Journal Issue
Publication type
Contribution to a conference collection
Publication status
Published in
2012 IEEE Conference on Visual Analytics Science and Technology (VAST). - IEEE, 2012. - pp. 225-226. - ISBN 978-1-4673-4752-5
Abstract
Cyber physical systems (CPS), such as smart buildings and data centers, are richly instrumented systems composed of tightly coupled computational and physical elements that generate large amounts of data. To explore CPS data and obtain actionable insights, we construct a Radial Pixel Visualization (RPV) system, which uses multiple concentric rings to show the data in a compact circular layout of small polygons (pixel cells), each of which represents an individual data value. RPV provides an effective visual representation of locality and periodicity of the high volume, multivariate data streams, and seamlessly combines them with the results of an automated analysis. In the outermost ring the results of correlation analysis and peak point detection are highlighted. Our explorations demonstrates how RPV can help administrators to identify periodic thermal hot spots, understand data center energy consumption, and optimize IT workload.
Summary in another language
Subject (DDC)
004 Computer Science
Keywords
Conference
2012 IEEE Conference on Visual Analytics Science and Technology (VAST), Oct 14, 2012 - Oct 19, 2012, Seattle, WA, USA
Review
undefined / . - undefined, undefined. - (undefined; undefined)
Cite This
ISO 690HAO, Ming, Manish MARWAH, Sebastian MITTELSTÄDT, Halldor JANETZKO, Daniel A. KEIM, Umeshwar DAYAL, Cullen BASH, Carlos FELIX, Chandrakant PATEL, Meichun HSU, 2012. Exploring cyber physical data streams using Radial Pixel Visualizations. 2012 IEEE Conference on Visual Analytics Science and Technology (VAST). Seattle, WA, USA, Oct 14, 2012 - Oct 19, 2012. In: 2012 IEEE Conference on Visual Analytics Science and Technology (VAST). IEEE, pp. 225-226. ISBN 978-1-4673-4752-5. Available under: doi: 10.1109/VAST.2012.6400541
BibTex
@inproceedings{Hao2012-10Explo-22545,
  year={2012},
  doi={10.1109/VAST.2012.6400541},
  title={Exploring cyber physical data streams using Radial Pixel Visualizations},
  isbn={978-1-4673-4752-5},
  publisher={IEEE},
  booktitle={2012 IEEE Conference on Visual Analytics Science and Technology (VAST)},
  pages={225--226},
  author={Hao, Ming and Marwah, Manish and Mittelstädt, Sebastian and Janetzko, Halldor and Keim, Daniel A. and Dayal, Umeshwar and Bash, Cullen and Felix, Carlos and Patel, Chandrakant and Hsu, Meichun},
  note={Im Inhaltsverzeichnis wird der Titel "Visualizing Cyber Physical Data Streams Using Radial Pixel Rings" angegeben.}
}
RDF
<rdf:RDF
    xmlns:dcterms="http://purl.org/dc/terms/"
    xmlns:dc="http://purl.org/dc/elements/1.1/"
    xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
    xmlns:bibo="http://purl.org/ontology/bibo/"
    xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
    xmlns:foaf="http://xmlns.com/foaf/0.1/"
    xmlns:void="http://rdfs.org/ns/void#"
    xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > 
  <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/22545">
    <dc:creator>Hsu, Meichun</dc:creator>
    <dc:creator>Hao, Ming</dc:creator>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dc:creator>Mittelstädt, Sebastian</dc:creator>
    <dc:contributor>Dayal, Umeshwar</dc:contributor>
    <dc:contributor>Hsu, Meichun</dc:contributor>
    <dc:creator>Patel, Chandrakant</dc:creator>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:contributor>Bash, Cullen</dc:contributor>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dc:contributor>Felix, Carlos</dc:contributor>
    <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/22545"/>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2013-04-09T09:15:50Z</dc:date>
    <dc:creator>Keim, Daniel A.</dc:creator>
    <dcterms:issued>2012-10</dcterms:issued>
    <dcterms:abstract xml:lang="eng">Cyber physical systems (CPS), such as smart buildings and data centers, are richly instrumented systems composed of tightly coupled computational and physical elements that generate large amounts of data. To explore CPS data and obtain actionable insights, we construct a Radial Pixel Visualization (RPV) system, which uses multiple concentric rings to show the data in a compact circular layout of small polygons (pixel cells), each of which represents an individual data value. RPV provides an effective visual representation of locality and periodicity of the high volume, multivariate data streams, and seamlessly combines them with the results of an automated analysis. In the outermost ring the results of correlation analysis and peak point detection are highlighted. Our explorations demonstrates how RPV can help administrators to identify periodic thermal hot spots, understand data center energy consumption, and optimize IT workload.</dcterms:abstract>
    <dc:creator>Bash, Cullen</dc:creator>
    <dc:creator>Janetzko, Halldor</dc:creator>
    <dc:creator>Dayal, Umeshwar</dc:creator>
    <dc:creator>Marwah, Manish</dc:creator>
    <dc:contributor>Marwah, Manish</dc:contributor>
    <dc:contributor>Mittelstädt, Sebastian</dc:contributor>
    <dcterms:alternative>Visualizing Cyber Physical Data Streams Using Radial Pixel Rings</dcterms:alternative>
    <dcterms:title>Exploring cyber physical data streams using Radial Pixel Visualizations</dcterms:title>
    <dc:contributor>Hao, Ming</dc:contributor>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2013-04-09T09:15:50Z</dcterms:available>
    <dc:contributor>Keim, Daniel A.</dc:contributor>
    <dc:contributor>Patel, Chandrakant</dc:contributor>
    <dc:language>eng</dc:language>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:rights>terms-of-use</dc:rights>
    <dc:creator>Felix, Carlos</dc:creator>
    <dc:contributor>Janetzko, Halldor</dc:contributor>
    <dcterms:bibliographicCitation>IEEE Conference on Visual Analytics Science &amp; Technology 2012 : Seattle, Washington, USA, 14 - 19 October 2012 ; Proceedings / Giuseppe Santucci and Matthew Ward (eds.). - Piscataway, NJ : IEEE, 2012, S. 225-226. - ISBN 978-1-4673-4753-2</dcterms:bibliographicCitation>
  </rdf:Description>
</rdf:RDF>
Internal note
xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter
Contact
URL of original publication
Test date of URL
Examination date of dissertation
Method of financing
Comment on publication
Im Inhaltsverzeichnis wird der Titel "Visualizing Cyber Physical Data Streams Using Radial Pixel Rings" angegeben.
Alliance license
Corresponding Authors der Uni Konstanz vorhanden
International Co-Authors
Bibliography of Konstanz
Yes
Refereed