Comparison of MPI and spark for data science applications

Manvi Saxena; Shweta Jha; Saba Khan; John Rodgers; Peggy Lindner; Edgar Gabriel

doi:10.1109/IPDPSW50202.2020.00123

Comparison of MPI and spark for data science applications

Manvi Saxena
, Shweta Jha
, Saba Khan
, John Rodgers
, Peggy Lindner
, Edgar Gabriel

University of Houston
Department of Information and Logistics Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	682-690
Number of pages	9
ISBN (Electronic)	9781728174457
DOIs	https://doi.org/10.1109/IPDPSW50202.2020.00123
State	Published - May 2020
Externally published	Yes
Event	34th IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020 - New Orleans, United States Duration: May 18 2020 → May 22 2020

Publication series

Name	Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020

Conference

Conference	34th IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020
Country/Territory	United States
City	New Orleans
Period	5/18/20 → 5/22/20

ASJC Scopus Subject Areas

Computer Networks and Communications
Hardware and Architecture
Safety, Risk, Reliability and Quality
Control and Optimization

Access to Document

10.1109/IPDPSW50202.2020.00123

Cite this

Saxena, M., Jha, S., Khan, S., Rodgers, J., Lindner, P., & Gabriel, E. (2020). Comparison of MPI and spark for data science applications. In Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020 (pp. 682-690). Article 9150426 (Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IPDPSW50202.2020.00123

Comparison of MPI and spark for data science applications. / Saxena, Manvi; Jha, Shweta; Khan, Saba et al.
Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020. Institute of Electrical and Electronics Engineers Inc., 2020. p. 682-690 9150426 (Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Saxena, M, Jha, S, Khan, S, Rodgers, J, Lindner, P & Gabriel, E 2020, Comparison of MPI and spark for data science applications. in Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020., 9150426, Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020, Institute of Electrical and Electronics Engineers Inc., pp. 682-690, 34th IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020, New Orleans, United States, 5/18/20. https://doi.org/10.1109/IPDPSW50202.2020.00123

Saxena M, Jha S, Khan S, Rodgers J, Lindner P, Gabriel E. Comparison of MPI and spark for data science applications. In Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 682-690. 9150426. (Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020). doi: 10.1109/IPDPSW50202.2020.00123

Saxena, Manvi ; Jha, Shweta ; Khan, Saba et al. / Comparison of MPI and spark for data science applications. Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 682-690 (Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020).

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title = "Comparison of MPI and spark for data science applications",

author = "Manvi Saxena and Shweta Jha and Saba Khan and John Rodgers and Peggy Lindner and Edgar Gabriel",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 34th IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020 ; Conference date: 18-05-2020 Through 22-05-2020",

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M3 - Conference contribution

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ER -

Comparison of MPI and spark for data science applications

Publication series

Conference

ASJC Scopus Subject Areas

Access to Document

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