Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks

Zhengyu Yang; Danlin Jia; Stratis Ioannidis; Ningfang Mi; Bo Sheng

doi:10.1109/CLOUD.2018.00042

Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks

Zhengyu Yang
, Danlin Jia
, Stratis Ioannidis
, Ningfang Mi
, Bo Sheng

Computer Science

College of Engineering

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

Original language	English
Title of host publication	Proceedings - 2018 IEEE International Conference on Cloud Computing, CLOUD 2018 - Part of the 2018 IEEE World Congress on Services
Publisher	IEEE Computer Society
Pages	277-284
Number of pages	8
ISBN (Electronic)	9781538672358
DOIs	https://doi.org/10.1109/CLOUD.2018.00042
State	Published - Sep 7 2018
Event	11th IEEE International Conference on Cloud Computing, CLOUD 2018 - San Francisco, United States Duration: Jul 2 2018 → Jul 7 2018

Publication series

Name	IEEE International Conference on Cloud Computing, CLOUD
Volume	2018-July
ISSN (Print)	2159-6182
ISSN (Electronic)	2159-6190

Conference

Conference	11th IEEE International Conference on Cloud Computing, CLOUD 2018
Country/Territory	United States
City	San Francisco
Period	7/2/18 → 7/7/18

ASJC Scopus Subject Areas

Artificial Intelligence
Information Systems
Software

Keywords

Cache Optimization
Inter-mediate Data Overlapping
Multi-stage Framework
Spark

Access to Document

10.1109/CLOUD.2018.00042

Cite this

Yang, Z., Jia, D., Ioannidis, S., Mi, N., & Sheng, B. (2018). Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. In Proceedings - 2018 IEEE International Conference on Cloud Computing, CLOUD 2018 - Part of the 2018 IEEE World Congress on Services (pp. 277-284). Article 8457810 (IEEE International Conference on Cloud Computing, CLOUD; Vol. 2018-July). IEEE Computer Society. https://doi.org/10.1109/CLOUD.2018.00042

Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. / Yang, Zhengyu; Jia, Danlin; Ioannidis, Stratis et al.
Proceedings - 2018 IEEE International Conference on Cloud Computing, CLOUD 2018 - Part of the 2018 IEEE World Congress on Services. IEEE Computer Society, 2018. p. 277-284 8457810 (IEEE International Conference on Cloud Computing, CLOUD; Vol. 2018-July).

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

Yang, Z, Jia, D, Ioannidis, S, Mi, N & Sheng, B 2018, Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. in Proceedings - 2018 IEEE International Conference on Cloud Computing, CLOUD 2018 - Part of the 2018 IEEE World Congress on Services., 8457810, IEEE International Conference on Cloud Computing, CLOUD, vol. 2018-July, IEEE Computer Society, pp. 277-284, 11th IEEE International Conference on Cloud Computing, CLOUD 2018, San Francisco, United States, 7/2/18. https://doi.org/10.1109/CLOUD.2018.00042

Yang Z, Jia D, Ioannidis S, Mi N, Sheng B. Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. In Proceedings - 2018 IEEE International Conference on Cloud Computing, CLOUD 2018 - Part of the 2018 IEEE World Congress on Services. IEEE Computer Society. 2018. p. 277-284. 8457810. (IEEE International Conference on Cloud Computing, CLOUD). doi: 10.1109/CLOUD.2018.00042

Yang, Zhengyu ; Jia, Danlin ; Ioannidis, Stratis et al. / Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. Proceedings - 2018 IEEE International Conference on Cloud Computing, CLOUD 2018 - Part of the 2018 IEEE World Congress on Services. IEEE Computer Society, 2018. pp. 277-284 (IEEE International Conference on Cloud Computing, CLOUD).

@inproceedings{25f134f91a8d47c09bdfd60126ad80b1,

title = "Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks",

keywords = "Cache Optimization, Inter-mediate Data Overlapping, Multi-stage Framework, Spark",

author = "Zhengyu Yang and Danlin Jia and Stratis Ioannidis and Ningfang Mi and Bo Sheng",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 11th IEEE International Conference on Cloud Computing, CLOUD 2018 ; Conference date: 02-07-2018 Through 07-07-2018",

year = "2018",

month = sep,

day = "7",

doi = "10.1109/CLOUD.2018.00042",

language = "English",

series = "IEEE International Conference on Cloud Computing, CLOUD",

publisher = "IEEE Computer Society",

pages = "277--284",

booktitle = "Proceedings - 2018 IEEE International Conference on Cloud Computing, CLOUD 2018 - Part of the 2018 IEEE World Congress on Services",

}

TY - GEN

T1 - Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks

AU - Yang, Zhengyu

AU - Jia, Danlin

AU - Ioannidis, Stratis

AU - Mi, Ningfang

AU - Sheng, Bo

PY - 2018/9/7

Y1 - 2018/9/7

KW - Cache Optimization

KW - Inter-mediate Data Overlapping

KW - Multi-stage Framework

KW - Spark

UR - https://www.scopus.com/pages/publications/85057480880

UR - https://www.scopus.com/pages/publications/85057480880#tab=citedBy

U2 - 10.1109/CLOUD.2018.00042

DO - 10.1109/CLOUD.2018.00042

M3 - Conference contribution

AN - SCOPUS:85057480880

T3 - IEEE International Conference on Cloud Computing, CLOUD

SP - 277

EP - 284

BT - Proceedings - 2018 IEEE International Conference on Cloud Computing, CLOUD 2018 - Part of the 2018 IEEE World Congress on Services

PB - IEEE Computer Society

T2 - 11th IEEE International Conference on Cloud Computing, CLOUD 2018

Y2 - 2 July 2018 through 7 July 2018

ER -

Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this