I read that Linux kernel is preemptive, which is different from most Unix kernels. So, what does it really mean for a kernal to be preemptive?
Some analogies or exam
Traditional unix kernels had a single lock, which was held by a thread while kernel code was running. Therefore no other kernel code could interrupt that thread.
This made designing the kernel easier, since you knew that while one thread using kernel resources, no other thread was. Therefore the different threads cannot mess up each others work.
In single processor systems this doesn't cause too many problems.
However in multiprocessor systems, you could have a situation where several threads on different processors or cores all wanted to run kernel code at the same time. This means that depending on the type of workload, you could have lots of processors, but all of them spend most of their time waiting for each other.
In Linux 2.6, the kernel resources were divided up into much smaller units, protected by individual locks, and the kernel code was reviewed to make sure that locks were only held while the corresponding resources were in use. So now different processors only have to wait for each other if they want access to the same resource (for example hardware resource).