The weight of brilliance

My Fermi estimate for the amount of data comprising Brilliant.org is 215 GB. Suppose that all of this data is stored on SSD flash drives, which currently require about 1 0 4 10^4 electrons per 1 bit, and that this data is information rich (Hint: a hard drive of all 1 s or all 0 s contains zero information). Under these assumptions, what is the mass (in kilograms) of the data that makes up Brilliant.org?

Details

  • Vol(DB) = 15 GB content + 200 GB activity = 215 GB data \text{Vol(DB)} = 15 \text{ GB content} + 200 \text{ GB activity} = 215 \text{ GB data}
  • 8 bits = 1 byte 8\text{ bits} = 1\text{ byte}
  • 1 , 073 , 741 , 824 bytes = 1 gigabyte 1,073,741,824\text{ bytes} = 1\text{ gigabyte}


The answer is 8.41E-15.

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1 solution

Discussions for this problem are now closed

Josh Silverman Staff
May 11, 2014

The information of Brilliant.org requires 215 GB of storage on the flash drives, which is

N bit ( S data = 215 GB ) ( γ byte = 1.07 × 1 0 9 bytes per GB ) ( γ bit = 8 bits per byte ) = 1.85 × 1 0 12 bits \begin{aligned} N_\text{bit} &\approx (S_\text{data}=215\text{ GB})\cdot(\gamma_\text{byte}=1.07\times 10^9\text{ bytes per GB})\cdot(\gamma_\text{bit} =8\text{ bits per byte}) \\ &=1.85\times 10^{12}\text{ bits} \end{aligned}

Moreover, each floating gate transistor requires N MOSFET 1 0 4 N_\text{MOSFET}\approx 10^4 electrons to register a 1 (each bit is held by one such floating gate transistor), and each electron has the mass m e 9.1 × 1 0 31 kg m_e\approx 9.1\times 10^{-31}\text{ kg} .

Altogether, this gives a mass of m ^ Brilliant = N bit N MOSFET m e 1.68 × 1 0 14 kg \hat{m}_\text{Brilliant} = N_\text{bit}N_\text{MOSFET}m_e\approx 1.68\times 10^{-14}\text{ kg} .

We are still missing something: the data is information rich. This means that the bits have an equal chance of being in the 0 or 1 state. As an extreme example, the flash drive with all bits in the 1 state contains zero information.

We can show this formally with the entropy of information. The entropy of information is given by

S i { 0 , 1 } p i log p i = p 0 log p 0 p 1 log p 1 \begin{aligned} S &\sim -\sum\limits_{i \in \{0,1\}}p_i\log p_i \\ &= -p_0\log p_0 - p_1\log p_1 \end{aligned}

where p 0 p_0 and p 1 p_1 are the probabilities of a given bit being in the 0 or 1 state. This entropy is maximized at p 0 = p 1 = 1 2 p_0 = p_1 = \frac12 , i.e. when half of the bits are 1. This means that half the bits are actually in the 0 state, which requires zero electrons to maintain.

Thus, we halve our mass from above and find m Brilliant = m ^ Brilliant / 2 = 8.34 × 1 0 15 kg \boxed{m_\text{Brilliant} = \hat{m}_\text{Brilliant}/2 = 8.34\times 10^{-15}\text{ kg}}

I got the answer and i wrote three significant digits as 0.000 and got it wrong xD

Jitesh Mittal - 7 years, 1 month ago

0.000 are not to 3 significant figures. The answer is 0.00000000000000834, so you needed to enter it as 8.34E-15.

Calvin Lin Staff - 7 years ago

Since the data is active, we can assume that half of 215 GB of data are 1s. The number of electrons needed to store the 107.5 GB of 1s, N = 107.5 x 8 x 1073741824 x 10^4. Since the mass of an electron is 9.10938291 x 10^-31 kg, multiplied this with N gives 8.411 x 10^-15 kg, the mass of electrons needed.

Chew-Seong Cheong - 7 years ago

I was almost there, but forgot the 8 (from byte to bit)...

Vitor Kiguchi - 7 years ago

I've never heard about entropy of information, that's cool.

Vitor da Silva - 7 years, 1 month ago

Entropy of data!! -_- Cool I guess!

Pranjal Jain - 6 years, 5 months ago

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