Anti-Turing Machine
The invention of CPU-centric computing paradigm was incredible breakthrough of computer science that revolutionized our everyday life dramatically. However, the CPU- centric paradigm is based on the Turing machine concept and, as a result, expensive and power-hungry data transferring between the mem...
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Zusammenfassung: | The invention of CPU-centric computing paradigm was incredible breakthrough
of computer science that revolutionized our everyday life dramatically.
However, the CPU- centric paradigm is based on the Turing machine concept and,
as a result, expensive and power-hungry data transferring between the memory
and CPU core is inevitable operation. Anti-Turing machine paradigm can be based
on two fundamental principles: (1) data-centric computing, and (2)
decentralized computing. Anti-Turing machine is able to execute a special type
of programs. The commands of such program have to be addressed to the 2D or 3D
persistent memory space is able to process data in-place. This program should
not define the position or structure of data but it has to define the goal of
data processing activity. Generally speaking, it needs to consider the whole
memory space like the data transformation space. But the data placement,
particular algorithm implementation, and strategy of algorithm execution are
out of scope of the program. |
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DOI: | 10.48550/arxiv.1903.09653 |