State and runtime-aware scheduling in elastic stream computing systems

Future Generation Computer Systems, volume 97, 2019[10.1016/j.future.2019.02.053]

16 Pages Posted:

See all articles by Dawei Sun

Dawei Sun

affiliation not provided to SSRN

Shang Gao

Deakin University

Xunyun Liu

affiliation not provided to SSRN

Fengyun Li

Northeastern University

Xinqi Zheng

China University of Geosciences, Beijing

Rajkumar Buyya

University of Melbourne

Date Written: August 01, 2019

Abstract

h i g h l i g h t s • Classify vertex into stateless vertex or stateful vertex. • Achieve vertex parallelization by considering the state of vertex. • State and runtime-aware schedule of stream application. • Implement a prototype and evaluate the performance of the proposed Sra-Stream.

Keywords: State awareness, Runtime awareness, Application scheduling, Elastic stream computing, Big data system

Suggested Citation

Sun, Dawei and Gao, Shang and Liu, Xunyun and Li, Fengyun and Zheng, Xinqi and Buyya, Rajkumar, State and runtime-aware scheduling in elastic stream computing systems (August 01, 2019). Future Generation Computer Systems, volume 97, 2019[10.1016/j.future.2019.02.053], Available at SSRN: https://ssrn.com/abstract=

Dawei Sun

affiliation not provided to SSRN ( email )

No Address Available

Shang Gao

Deakin University ( email )

75 Pigdons Road
Victoria, 3216
Australia

Xunyun Liu

affiliation not provided to SSRN ( email )

Fengyun Li

Northeastern University ( email )

Xinqi Zheng (Contact Author)

China University of Geosciences, Beijing ( email )

NO. 29, Xueyuan Road, Haidiao District
Beijing, 100083
China

Rajkumar Buyya

University of Melbourne ( email )

Parkville, 3010
Australia

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