Title :
A set of new and efficient formulae for buffer size analysis of real-time systems using M/G/1 models
Author :
Chen, T.M. ; Wilkins, B.R.
Author_Institution :
Dept. of Electron. & Comput. Sci., Southampton Univ., UK
Abstract :
A set of new efficient and compact formulae for buffer size analysis of real time systems using M/G/1 queueing model has been developed. For Poisson random arrival and general service time distribution of a single server system, or an M/G/1 system, and for a certain probability of overflow as the confidence level, the needed size of buffer can be estimated. Two subsets of M/G/1 systems, namely the M/D/1 and M/Ek/1 systems, are investigated in detail to illustrate the practicality of this approach. The formulae are derived analytically and are validated using term by term evaluation. The size of buffer needed for M/D/1 and M/Ek/1 systems are tabulated for design and validation purposes. The newly derived formulae are more efficient and compact than currently known computation methods
Keywords :
buffer storage; probability; queueing theory; real-time systems; storage management; M/D/1; M/Ek/1 system; M/G/1 queueing model; Poisson random arrival; buffer size analysis; compact formulae; general service time distribution; probability; real time systems; single server system; Computer science; Digital systems; Equations; Probability density function; Probability distribution; Process design; Queueing analysis; Random variables; Real time systems; Signal processing;
Conference_Titel :
Real-Time Computing Systems and Applications, 1997. Proceedings., Fourth International Workshop on
Conference_Location :
Taipei
Print_ISBN :
0-8186-8073-3
DOI :
10.1109/RTCSA.1997.629212