Units of Computing Power: How Much for a 1cm^3 Cube?

In summary, thermodynamic entropy is a measure of how much information is needed to fully describe the microscopic state of a system. There is a limit to how much information the physical universe can process, and this limit is related to the amount of energy required to do so.
  • #1
aquaregia
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I often hear about how solving some problem would require a computer "the size of the known universe", or something like that. Is there a "unit" of computing power?

How many units of this power would say a 1cm^3 cube of hot gas have? In other words assuming you wanted to simulate the actual atoms bouncing around, how many units would it take to simulate this perfectly?
 
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  • #3
aquaregia said:
I often hear about how solving some problem would require a computer "the size of the known universe", or something like that. Is there a "unit" of computing power?

How many units of this power would say a 1cm^3 cube of hot gas have? In other words assuming you wanted to simulate the actual atoms bouncing around, how many units would it take to simulate this perfectly?


I believe information theory deals with these theoretical limitations.

http://en.wikipedia.org/wiki/Information_entropy

From that article you can see there is a relationship between information processing and with the physical universe. Especially here:

"In fact, in the view of Jaynes (1957), thermodynamics should be seen as an application of Shannon's information theory: the thermodynamic entropy is interpreted as being an estimate of the amount of further Shannon information needed to define the detailed microscopic state of the system, that remains uncommunicated by a description solely in terms of the macroscopic variables of classical thermodynamics. For example, adding heat to a system increases its thermodynamic entropy because it increases the number of possible microscopic states that it could be in, thus making any complete state description longer. (See article: maximum entropy thermodynamics). Maxwell's demon can (hypothetically) reduce the thermodynamic entropy of a system by using information about the states of individual molecules; but, as Landauer (from 1961) and co-workers have shown, to function the demon himself must increase thermodynamic entropy in the process, by at least the amount of Shannon information he proposes to first acquire and store; and so the total entropy does not decrease (which resolves the paradox)."

I read a popular physics book, "decoding the universe" where the author is talking about how information and thermodynamic entropy are actually two forms of the same physical quantity, and that actually thermodynamic entropy is a special case of information entropy. It talks about the Turing Machine, and how it relates to thermodynamics. There is a definite limit on how the physical universe can represent and manipulate information, and it takes energy to do this.

I highly recommend reading this book if this topic interests you, although it won't give you detailed theory or equations to solve your particular question.
 

What is a 1cm^3 cube?

A 1cm^3 cube is a cube-shaped object with sides measuring 1 centimeter each. It is used as a unit of measurement for volume in the metric system.

How is computing power measured?

Computing power is typically measured in units such as bits, bytes, or operations per second. These units represent the amount of data that can be processed or the speed at which operations can be performed by a computer.

How much computing power can fit in a 1cm^3 cube?

The amount of computing power that can fit in a 1cm^3 cube can vary greatly depending on the technology and components used. It could range from a simple microchip to a more powerful processor or graphics card.

What factors affect the computing power of a 1cm^3 cube?

The computing power of a 1cm^3 cube can be affected by factors such as the type of processor, amount of memory, and efficiency of cooling systems. Other factors, such as software optimization and the type of tasks being performed, can also impact computing power.

Is there a limit to how much computing power can fit in a 1cm^3 cube?

As technology advances, the computing power that can fit in a 1cm^3 cube will continue to increase. However, there may be physical limitations and trade-offs that could eventually restrict the amount of computing power that can be packed into such a small space.

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