List of Topics (By Week):
INTRODUCTION TO SIMULATION ( 4 weeks )
1. - 4. discrete event simulation
process oriented simulation
simuation languages ( ASPOL, SLAM, SIMSCRIPT )
simulation of complex systems (time sharing system, multiteller bank system,
a job-shop model)
MODELING OF NONDETERMINISTIC SYSTEMS ( 6 weeks)
5. - 10. discrete and continous random variables
moments and generating functions
reliability, failure density, and hazard function
conditional distributions and conditional expectation
elementary stochastic processes
statistical inference and data analysis
APPLICATIONS TO COMPUTER SYSTEM ANALYSIS ( 5 weeks)
11. - 15. elementary queueing theory
network of queues
modeling of broadcast networks
reliability models and fault-tolerant systems
modeling of concurrency control in data bases
modeling of central server systems (interactive systems, batch oriented systems,
priority systems, transaction oriented systems, etc).
analysis of some algorithms (searching, sorting, tree algorithms)