An online temperature-aware scheduling technique to avoid thermal emergencies in multiprocessor systems. (August 2018)

• Record Type: Journal Article
• Authors: Bashir, Qaisar; Shehzad, Muhammad Naeem; Awais, Muhammad Naeem; Baig, Sobia; Dogar, Muhammad Ghaffar; Rashid, Aamir
• Is Part Of: Computers & electrical engineering. Volume 70(2018)
• Page Start: 83
• Page End: 98
• Publication Date: 2018-08
• Subjects: Embedded systems -- Temperature-aware scheduling -- Multiprocessing -- Switching time -- Simulation; Computer engineering -- Periodicals; Electrical engineering -- Periodicals; Electrical engineering -- Data processing -- Periodicals; Ordinateurs -- Conception et construction -- Périodiques; Électrotechnique -- Périodiques; Électrotechnique -- Informatique -- Périodiques; Computer engineering; Electrical engineering; Electrical engineering -- Data processing; Periodicals; Electronic journals; 621.302854
• DOI: 10.1016/j.compeleceng.2018.06.002
• Languages: English
• ISSNs: 0045-7906

Abstract

Abstract: Reliability, performance and power consumption of a real-time multiprocessor system are negatively affected by high temperatures, spatial gradients and thermal cycles. Software-based load balancing techniques have been used for thermal management. The transfer of workload in such techniques is based on temperature estimation. In this paper, we proposed an online temperature-aware scheduling technique that performs load balancing based on dynamic temperature measurement at a fixed ambient temperature. Contrary to the static techniques that utilize the principle of temperature prediction, the proposed technique does not require any thermal history of workload and is effective for any kind of workload without prior knowledge. Moreover, it reduces the energy consumption and avoids the workload switching delays among the cores. The simulation results show that the technique reduces overall temperature up to 5%, thermal cycles up to 3% and lowers the temporal and spatial gradients compared to the commonly used techniques.