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Sunday 17 August 2014

The Myth of Area Downsizing in SoCs

Why do we fuss so much about optimizing the area?

Why do we want to optimize the design and learn various design techniques which help in reducing the area to obtain the same functionality?

This is the topic of discussion for this article.

Any chip is fabricated by following a series of steps like lithography, oxidation, etching, metal disposition, ion implantation, etc. These steps are performed on a silicon wafer (which is generally circular owing to the processes that we use to obtain pure silicon which leads to long cylinder of wafers (called Silicon Ingots) which is then sliced to obtain the silicon wafer). A single wafer can contain many dies (which we package and obtain our chips from).
A diagram is shown below which shows the wafer (sliced from the cylinder) and the dies in the wafer:
Fig 1. Silicon Wafer and Ingot,  1a. A Wafer depicting dies ,
1b. A cylindrical silicon ingot which is sliced to get various wafers
Fig 2. Silicon wafers with different die size and defects

Note that it is these dies which we package and obtain our chips from. You can view the actual Silicon Ingot at this link: Making of Silicon Ingots

From figure 1 and figure 2 it is clear that if we want more chips from a wafer we need to have a small die size or in other words we can say that,
                                         “Yield has an inverse relationship with die size”.
The more the die size, lesser is the yield for the wafer with same sizes.
Another thing to note is that if we keep the die size to be constant then in order to increase the yield we will have to increase the wafer size.

So do we increase the wafer size to obtain higher yield if we can’t reduce the area further?
The answer is partly yes.

We cannot increase the wafer size indefinitely as it gets unstable after certain size. Currently the semiconductor industry has been able to hit wafer sizes 6 inch, 12 inch and 18 inch. Plenty of research is going on for increasing the wafer size.
Another thing which I have not mentioned above in regards to yield is that having a lesser area has other perks as well. The above mentioned processes like lithography, ion implantation, etc are not perfect and they introduce defects in the chip leading to faulty chips and thereby lesser yield.

How does having a lesser area helps?

It is said a picture is worth thousand words. So considering Fig 2., it is obvious that having a lesser die area will definitely contribute to higher yield considering that the process introduced defects(In Fig 2. above, the red dots corresponds to defective dies) are similar. If we calculate the yields from Fig 2. , it is clear that in 1st wafer the yield would be 2/4 = 0.5 or 50% (I have ignored the area which is not used in any die, the blue part, just so to be abstract) and in 2nd wafer it would be 22/28 = 0.78 or 78%.
Clearly the yield is greater in 2nd wafer.

So the next time you hear people trying to reduce the area, you will definitely have some idea on why the area reduction is important for any SoC or ASIC.

Till then "Try to learn something about everything and everything about something - Thomas Huxley".

Feedback and comments are welcome.

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