Can an ecosystem exist without one of its component?

That depends on which component you remove and how complex the ecosystem is, if for example you were to remove all the mosquitoes from just about any ecosystem, the system would simply adapt and continue on because the mosquito's only function in nature is to spread disease, and annoy the hell out of larger creatures.