Journal article

Performance-aware deployment of streaming applications in distributed stream computing systems

Dawei Sun, Shang Gao, Xunyun Liu, Fengyun Li, Rajkumar Buyya

International Journal of Bio-Inspired Computation | Inderscience | Published : 2020

Abstract

Performance-aware deployment of streaming applications is one of the key challenging problems in distributed stream computing systems. We proposed a performance-aware deployment framework (Pa-Stream) for distributed stream computing systems. By addressing the important aspects of the framework, this paper makes the following contributions: 1) investigated the performance-aware deployment of a streaming application over distributed and heterogeneous computing nodes, and provided a general application deployment model; 2) demonstrated a streaming applications deployment scheme by proposing an artificial bee colony strategy that deploys application's vertices onto the best set of computing node..

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Grants

Awarded by National Natural Science Foundation of China


Awarded by Fundamental Research Funds for the Central Universities


Funding Acknowledgements

This work is supported by the National Natural Science Foundation of China under Grant No. 61972364; and the Fundamental Research Funds for the Central Universities under Grant No. 2652018081 and No. N181604015.