4CeeD: Real-time data acquisition and analysis framework for material-related cyber-physical environments

Phuong Nguyen, Steven Konstanty, Todd Nicholson, Thomas OBrien, Aaron Schwartz-Duval, Timothy Spila, Klara Nahrstedt, Roy H. Campbell, Indranil Gupta, Michael Chan, Kenton McHenry, Normand Paquin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we present a data acquisition and analysis framework for materials-To-devices processes, named 4CeeD, that focuses on the immense potential of capturing, accurately curating, correlating, and coordinating materials-To-devices digital data in a real-Time and trusted manner before fully archiving and publishing them for wide access and sharing. In particular, 4CeeD consists of novel services: A curation service for collecting data from microscopes and fabrication instruments, curating, and wrapping of data with extensive metadata in real-Time and in a trusted manner, and a cloud-based coordination service for storing data, extracting meta-data, analyzing and finding correlations among the data. Our evaluation results show that our novel cloud framework can help researchers significantly save time and cost spent on experiments, and is efficient in dealing with high-volume and fast-changing workload of heterogeneous types of experimental data.

Original languageEnglish (US)
Title of host publicationProceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages11-20
Number of pages10
ISBN (Electronic)9781509066100
DOIs
StatePublished - Jul 10 2017
Event17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017 - Madrid, Spain
Duration: May 14 2017May 17 2017

Publication series

NameProceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017

Other

Other17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017
CountrySpain
CityMadrid
Period5/14/175/17/17

Keywords

  • Cloud Computing
  • Cyber-Physical Systems
  • Resource Management

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Hardware and Architecture

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