DocumentCode :
3171434
Title :
Load balancing real-time periodic task scheduling algorithm for multiprocessor enviornment
Author :
Jain, Divya ; Jain, Sushil Chandra
Author_Institution :
Univ. Coll. of Eng., Rajasthan Tech. Univ., Kota, India
fYear :
2015
fDate :
19-20 March 2015
Firstpage :
1
Lastpage :
5
Abstract :
With phenomenal growth of distributed real time control system in high speed applications, the usage of multiprocessor system has become essential. In order to obtain performance benefits from the resources available in multiprocessor system, real time task have to coordinate and share resources to their maximum use. Load balancing amongst processors of multiprocessing system is one of the most important issues for task scheduling. The processors working on balanced load perform better compared to unbalanced load in terms of response time and resource utilization. Heat dissipation on individual processor is also reduced. In this paper, we propose an algorithm named LBPSA (Load Balanced Partitioning and Scheduling Algorithm) that offers load balancing amongst processors. The algorithm uses an upper threshold, a lower threshold and average utilization of processors for load balancing. Evaluations show that it offers good and almost stable load mean square error under all load conditions. Further the concept is enhanced to generalize it, so that it can be applied on other partition algorithm for incorporating load balancing.
Keywords :
mean square error methods; multiprocessing systems; processor scheduling; real-time systems; LBPSA algorithm; average utilization; balanced load; distributed real time control system; heat dissipation reduction; high-speed applications; load balanced partitioning-and-scheduling algorithm; load conditions; load mean square error; lower threshold; multiprocessing system; multiprocessor environment; real-time periodic task scheduling algorithm; resource coordination; resource sharing; resource utilization; response time; task scheduling; unbalanced load; upper threshold; Least squares approximations; Load management; Mean square error methods; Partitioning algorithms; Processor scheduling; Program processors; Real-time systems; EDF scheduling; Load-balance; Multiprocessor; Real-time scheduling; Task allocation; Task partition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuit, Power and Computing Technologies (ICCPCT), 2015 International Conference on
Conference_Location :
Nagercoil
Type :
conf
DOI :
10.1109/ICCPCT.2015.7159407
Filename :
7159407
Link To Document :
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