Can I read AI, Native Supercomputing and The Revival of Moore's Law on EtoBox?

AI, Native Supercomputing and The Revival of Moore's Law by Lu, Chien-Ping is a scholarly article available to read on EtoBox.

What is AI, Native Supercomputing and The Revival of Moore's Law about?

Based on Alan Turing's proposition on AI and computing machinery, which shaped Computing as we know it today, the new AI computing machinery should comprise a universal computer and a universal learning machine. The later should understand linear algebra natively to overcome the slowdown of Moore's law. In such a universal learnig machine, a computing unit does not need to keep the legacy of a universal computing core. The data can be distributed to the computing units, and the results can be collected from them through Collective Streaming, reminiscent of Collective Communication in Supercomputing. It is not necessary to use a GPU-like deep memory hierarchy, nor a TPU-like fine-grain mesh.

Author

Lu, Chien-Ping

Published

2017

Language

EN