The Rise Of Parallelism

Parallel computing is an idea whose time has finally come, but not for the obvious reasons. Parallelism is a computer science concept that is older Moore's Law. In fact, it first appeared in print in a 1958 IBM research memo, in which John Cocke, a mathematician, and Daniel Slotnick, a computer scientist, discussed parallelism in numerical calculations. That was followed eight years later by... » read more

Neural Net Computing Explodes

Neural networking with advanced parallel processing is beginning to take root in a number of markets ranging from predicting earthquakes and hurricanes to parsing MRI image datasets in order to identify and classify tumors. As this approach gets implemented in more places, it is being customized and parsed in ways that many experts never envisioned. And it is driving new research into how el... » read more

Heterogeneous Multi-Core Headaches

Cache coherency is becoming more pervasive—and more problematic—as the number of heterogeneous cores used in designs continues to rise. Cache coherency is an extension of caching, which has been around since the 1970s. The notion of a cache has a long history of being utilized to speed up a computer's main memory without adding expensive new components. Cache coherency's introduction coi... » read more