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Equation 1 · Part 5 · Comparing the Main Approaches to AI Memory Systems and the Bandwidth Wall

multiplication

B  ≈  W⋅feff,B \;\approx\; W \cdot f_{\mathrm{eff}},
multiplication

What this part means

Multiply the quantities on either side.

Its job in the formula

Multiply the quantities on either side.

The passage around this formula

Bandwidth in particular has a hidden physical driver that explains why these four approaches look so different from one another: pin count. A memory bus’s raw bandwidth is well approximated by B  ≈  W⋅feffB \;\approx\; W \cdot f_{\mathrm{eff}}. with W the bus width in bits and fefff_{\mathrm{eff}} the effective transfer rate per pin. For a conventional DIMM interface, W is set by the number of package pins a processor can spare and a printed-circuit board can route, and that number has a hard physical ceiling — DDR5 alone specifies 288 pins per channel, and adding channels for more bandwidth becomes markedly more expensive under a CPU package’s pin budget [ 6 ] . Once W is capped by the board, the only lever left is…

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Learn the underlying idea

Multiplication scales one quantity by another. A dot, a cross, or adjacent symbols can indicate a product.

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Sources cited in the surrounding passage

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