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:
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: 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=
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