This paper looks at a combination of two techniques, one of which, using a vector instruction set, has a long history dating back to pipelined vector supercomputers, such as the Cray 1 and its successors. The other technique, multi-threading, is also well understood. The novel approach proposed in this paper combines both vertical and horizontal micro-threading with vector instruction descripto...