Re-Stream: Real-time and energy-efficient resource scheduling in big data stream computing environments

• Published in: Information sciences Vol. 319; pp. 92 - 112
• Main Authors: Sun, Dawei, Zhang, Guangyan, Yang, Songlin, Zheng, Weimin, Khan, Samee U., Li, Keqin
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 20.10.2015
• Subjects: Big data; Computing time; Critical path; Data transmission; Directed acyclic graph; Energy efficiency; Energy management; Graphs; Mathematical models; Real time; Resource scheduling; Response time; Response time (computers); Stream computing; Directed acyclic graph; Critical path; Big data; Energy efficiency; Stream computing; Real time

To achieve high energy efficiency and low response time in big data stream computing environments, it is required to model an energy-efficient resource scheduling and optimization framework. In this paper, we propose a real-time and energy-efficient resource scheduling and optimization framework, te...