Title :
An efficient optimal task allocation and scheduling algorithm for cyclic synchronous applications
Author :
Park, Hee-Jun ; Kim, Byung Kook
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Abstract :
We present an efficient optimal algorithm that allocates and schedules cyclic synchronous tasks into fully connected processors. We consider applications with cyclic synchronous tasks with heavy communication traffic, which run on multiprocessors with a fully connected communication network. We suggest the computing period as the performance measure to minimize the overall computation time. We use an individual start policy for task scheduling, and also introduce concepts and characteristics of the local period and the global period. To solve the complicated optimal scheduling problem in an efficient way, we propose a new spatial scheduling technique using scheduling space which represents all possible schedules in multi-dimensional space. By using spatial searching and an enhanced branch-and-bound technique, the optimal task allocation and schedule which minimizes the computing period can be found efficiently. Various examples and scheduling results show the efficiency of the proposed algorithm
Keywords :
multiprocessing systems; processor scheduling; resource allocation; tree searching; branch-and-bound technique; computation time; computing period; cyclic synchronous applications; efficient optimal task allocation algorithm; efficient optimal task scheduling algorithm; fully connected communication network; fully connected processor; global period; heavy communication traffic; individual start policy; local period; multi-dimensional space; multiprocessors; performance measure; scheduling space; spatial scheduling technique; Computer architecture; Dynamic scheduling; Multiprocessing systems; Optimal scheduling; Parallel processing; Processor scheduling; Scheduling algorithm; Signal processing algorithms; System-on-a-chip; Time measurement;
Conference_Titel :
Real-Time Computing Systems and Applications, 1999. RTCSA '99. Sixth International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-0306-3
DOI :
10.1109/RTCSA.1999.811196