Ng. Bourbakis et al., HERMES AUTONOMOUS VISION SYSTEM - THE FLAT QUADTREE MODEL, International journal of pattern recognition and artificial intelligence, 12(3), 1998, pp. 265-291
This paper deals with the modeling of an extended quartet(a) multiproc
essor kernel used for the evaluation of the Hermes system. Hermes is a
multiprocessor hybrid system architecture used as a machine vision sy
stem. The functionality of Hermes requires an asynchronous information
flow upwards and downwards, where ''orders'' (in a form of code and d
ata) go down and ''abstracted'' or processed picture information goes
up along the system's hierarchy. Moreover, the overall functional beha
vior of the Hermes system can be considered as an extended quartet ker
nel in an abstracted manner. The extended quartet kernel studied here
presents either a memory-to-memory (M-M) or a bus-to-bus (B-B) connect
ivity. The evaluation of these two kernel's configurations (M-M, B-B)
defines that the structural design of the Hermes system will be based
on the M-M scheme. When failures occur on the quartet kernel, however,
the M-M scheme will be converted into a B-B one by using a failure re
covery procedure. The evaluation of the quartet kernel configurations
is based on a probabilistic model. Failures and recovery procedures on
the quartet kernel are discussed and the performance evaluation of th
e kernel (under failures) is also provided.