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

Fingerprint

Metadata
Data acquisition
Digital devices
Microscopes
Fabrication
Costs
Experiments

Keywords

  • Cloud Computing
  • Cyber-Physical Systems
  • Resource Management

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Hardware and Architecture

Cite this

Nguyen, P., Konstanty, S., Nicholson, T., OBrien, T., Schwartz-Duval, A., Spila, T., ... Paquin, N. (2017). 4CeeD: Real-time data acquisition and analysis framework for material-related cyber-physical environments. In Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017 (pp. 11-20). [7973684] (Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCGRID.2017.51

4CeeD : Real-time data acquisition and analysis framework for material-related cyber-physical environments. / Nguyen, Phuong; Konstanty, Steven; Nicholson, Todd; OBrien, Thomas; Schwartz-Duval, Aaron; Spila, Timothy; Nahrstedt, Klara; Campbell, Roy H.; Gupta, Indranil; Chan, Michael; McHenry, Kenton; Paquin, Normand.

Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 11-20 7973684 (Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017).

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

Nguyen, P, Konstanty, S, Nicholson, T, OBrien, T, Schwartz-Duval, A, Spila, T, Nahrstedt, K, Campbell, RH, Gupta, I, Chan, M, McHenry, K & Paquin, N 2017, 4CeeD: Real-time data acquisition and analysis framework for material-related cyber-physical environments. in Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017., 7973684, Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017, Institute of Electrical and Electronics Engineers Inc., pp. 11-20, 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017, Madrid, Spain, 5/14/17. https://doi.org/10.1109/CCGRID.2017.51
Nguyen P, Konstanty S, Nicholson T, OBrien T, Schwartz-Duval A, Spila T et al. 4CeeD: Real-time data acquisition and analysis framework for material-related cyber-physical environments. In Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 11-20. 7973684. (Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017). https://doi.org/10.1109/CCGRID.2017.51
Nguyen, Phuong ; Konstanty, Steven ; Nicholson, Todd ; OBrien, Thomas ; Schwartz-Duval, Aaron ; Spila, Timothy ; Nahrstedt, Klara ; Campbell, Roy H. ; Gupta, Indranil ; Chan, Michael ; McHenry, Kenton ; Paquin, Normand. / 4CeeD : Real-time data acquisition and analysis framework for material-related cyber-physical environments. Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 11-20 (Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017).
@inproceedings{946501d7f746443fac1570ff0bb53a17,
title = "4CeeD: Real-time data acquisition and analysis framework for material-related cyber-physical environments",
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.",
keywords = "Cloud Computing, Cyber-Physical Systems, Resource Management",
author = "Phuong Nguyen and Steven Konstanty and Todd Nicholson and Thomas OBrien and Aaron Schwartz-Duval and Timothy Spila and Klara Nahrstedt and Campbell, {Roy H.} and Indranil Gupta and Michael Chan and Kenton McHenry and Normand Paquin",
year = "2017",
month = "7",
day = "10",
doi = "10.1109/CCGRID.2017.51",
language = "English (US)",
series = "Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "11--20",
booktitle = "Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017",
address = "United States",

}

TY - GEN

T1 - 4CeeD

T2 - Real-time data acquisition and analysis framework for material-related cyber-physical environments

AU - Nguyen, Phuong

AU - Konstanty, Steven

AU - Nicholson, Todd

AU - OBrien, Thomas

AU - Schwartz-Duval, Aaron

AU - Spila, Timothy

AU - Nahrstedt, Klara

AU - Campbell, Roy H.

AU - Gupta, Indranil

AU - Chan, Michael

AU - McHenry, Kenton

AU - Paquin, Normand

PY - 2017/7/10

Y1 - 2017/7/10

N2 - 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.

AB - 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.

KW - Cloud Computing

KW - Cyber-Physical Systems

KW - Resource Management

UR - http://www.scopus.com/inward/record.url?scp=85027461256&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85027461256&partnerID=8YFLogxK

U2 - 10.1109/CCGRID.2017.51

DO - 10.1109/CCGRID.2017.51

M3 - Conference contribution

T3 - Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017

SP - 11

EP - 20

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

PB - Institute of Electrical and Electronics Engineers Inc.

ER -