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           Wanted: Process Engineers Versed in Packaging


           setup and hold time. I did not understand how   Raychowdhury: I think one of those areas   EETE: So when you showed up, what
           complex that was before I started working in   would be that process engineers now need to   things did you wish you had studied
           the industry. And if you really want to under-  understand packaging. The way I look at that   before joining the company?
           stand what hold time is, and if you design a   trend now, if you look at what AMD is doing   Raychowdhury: I had all the background
           flip flop and how you clock the two stages of a   with the Zen processor or what Intel is doing   knowledge, but what I was missing was, I
           flip flop so that you can get the best hold time   with Lakefield, you see it’s all about hetero-  didn’t know how to connect the dots. How is
           … these are the things that you only learn by   geneous integration of the package. A lot of   this particular subject material connected to
           building it and seeing how it works and then   back-end engineers in these companies are   that subject material?
           deploying it in millions and billions. We need   now going to use their skills to build dense   I think that’s something that you don’t
           to get someone to write about it. I think you   packages. I can see that happening.  learn in college, because you’re learning
           need someone who, first, [knows] the theory   Many of our research programs [at Georgia   all these courses in separate semesters. At
           but also understands what’s going on in prac-  Tech] are industry-funded. So I can see that   some point, all of these things need to click
           tice. This is exactly the kind of thing missing in   those in the industry are asking us to look    together. My first six or eight months at
           books. It’s missing in most articles as well.  at these kinds of things — work from a design   TI were essentially spent trying to under-
                                               perspective as well as from a processing   stand how these different components are
           2D, 2.5D, AND 3D INTEGRATION        perspective.                        connected.
           EETE: In the academic world, it takes   There is very little understanding, at least   Universities now are trying to do more
           time for a book to be published. It takes   in the U.S., about how this transition is going   hands-on design-based courses in the senior
           time for a course to be developed to   to happen. TSMC is probably doing a better   year and even for graduate students, which I
           cover a technology. Are there things   job of making sure that people can under-  think will help a lot.
           you see that you wish you had an    stand that this is a smooth transition between   Some people have the natural ability to
           opportunity to create a course for?  what is on-die versus what is on-package. And   hack things and write software and break
           Raychowdhury: For example, look at   I think this would be one area where I would   things and put them back together. I think
           technology today, and people are saying that   suspect people need to be ready very soon.  they are better engineers. They will be able
           transistor scaling probably is coming to an end,                        to connect better when they enter the work-
           whatever it means. Technologically speaking,   MOST LIKELY TO SUCCEED   force. So I think more vertically integrated
           maybe scaling isn’t going as fast as we would   EETE: As a professor, when you see a   projects and courses are important.
           want. But in terms of memory technologies, for   student start work at TI, for example,
           example, or back-end-of-line transistor tech-  what general knowledge do you think he   NEW COURSES
           nologies, I think there are lots of new things   or she should have? What are the basics   EETE: As you develop new courses for the
           happening. The industry is moving very fast in   — other than a personal specialty — that   next year, what are the things that you
           that particular domain. And there are no good   he or she should absolutely know or   think will be must-teach topics?
           books, because these are all the black magic   seek to know? Any advice?  Raychowdhury: I teach circuit courses.
           that the industry talks about.      Raychowdhury: I feel like people who do   From a circuits perspective, I think a lot of
             Another trend that I see, which is not   well in the industry eventually have a broad   students have gone down to the deep end.
           covered in books as well as it should be, is   understanding. Today, I tell my students to   They’re just interested in, you know, under-
           integration — 2D, 2.5D, and 3D. We all won-  take courses all across the board, not just   standing how EDA tools work. Like, how do
           der: What does it mean, then, and what are   courses in your area of research. A good   you know the different new options that
           the different implications?         example would be people who are doing pro-  Synopsys has come up with or new back-end
             But [discussions about it in the industry   cess technologies. They need to understand   tools Cadence is producing? And they want
           are] optimistic. They talk about layers and   physics and chemistry really well.  to just do projects and get the skill set.
           layers of transistors, which is never going to   Device people really need to understand   I’m actually taking the fall semester
           happen. Even if it’s technologically feasible,   materials. If they don’t, it’s a problem. It’s   off and trying to build a new course I can
           it’s just economically not feasible. Even for   harder for materials people to understand   use in the spring when I go back. I want
           the short-term means of getting there — like   devices and technology. I think understanding   to teach the fundamentals. When grad
           the chiplet technologies that Intel has been   how basic chemistry works helps. Because as   students — and I mostly teach graduate
           working on. I don’t think there are good books   we change the paradigm, we are looking at   students — graduate without having a good
           on [that].                          new materials.                      understanding of signal and noise, that’s a
                                                 Similarly, I feel like a lot of circuit design-  problem. And these are circuit designers.
           TRANSITION FROM PROCESS TO          ers, particularly analog designers, who go    In the VLSI space, we don’t have a lot of
           PACKAGING                           into the industry do not have or have forgot-  good fundamental courses. That’s mostly
           EETE: Are there emerging technologies   ten basic math. So I think they have to   because of demand from the students.
           that we ought to be highlighting or we   relearn those things once they go to TI or   Students mostly want things that can help
           should be bringing to people’s attention   whatever company.            their skill set. They don’t really understand
           or getting them prepared to be able to   Sometimes they have the skill sets, but they   that it doesn’t take long to pick up those
           use? There’s a lot of excitement about   do not necessarily have a broader, general   skills after you graduate. They need more of
           things like quantum computing, but in   understanding of engineering — including   a fundamental understanding.
           reality, quantum computing is a decade   math, physics, and chemistry, which are often   If you look at the VLSI curriculum — and
           away. [Are there] things that are a little   required.                  this is common across the entire country
           closer so that we might say, “Hey, you                                  — none of the schools are teaching funda-
           know, in the next year or two, you might   EETE: When you showed up at the   mental VLSI circuit design. ■
           be called upon to work in this area, and   doorstep at TI, you were the young guy.
           here’s some background information to   Did you already have a Ph.D. at that time?  Junko Yoshida is global co-editor-in-chief at
           get you started”?                   Raychowdhury: No.                   AspenCore.

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