( ESNUG 563 Item 8 ) -------------------------------------------- [03/09/17]

Subject: Dean and Sawicki on Big Data tapeout predictors, John Lee's Gear

                DAC'16 Troublemakers Panel in Austin, TX

   Cooley: Dean.  You did Big Data last year.  You did some little tool.
           What the hell was it?  Envision?  (See ESNUG 550 #5)

     Dean: That's good.

   Cooley: Your Envision tapeout predictor tool got number one in my
           DAC Cheesy Must-See List for that year -- and so did
           John Lee's Apache Gear.

     Dean: We've continued to get tremendous interest in Envision
           throughout the year, and it's been a huge attraction even at
           this DAC.  The Envision tool was designed to basically provide
           analytics on your design process.  We all know as engineers, to
           improve something, you have to measure the results and then you
           can actually figure out how to improve it.

   Cooley: Right, that was the Big Data concept.

     Dean: Well, it's not always "Big Data", but it is in this particular
           case.  So if you measure the results of your design process,
           where you're spending your time, who's working on what, what's
           slow, what's behind, what's ahead, what's coming and is
           expected -- you can then actually use Big Data and make your
           design process go a lot better and improve it.

           That continues to get interest.  In fact, we've had a handful
           of IC Manage GDP, our Global Design Platform, deals that have
           closed basically because the customers wanted to get Envision
           and make it work well.  We can make Envision work with any
           design management system, but obviously it's going to work a
           little easier and a little better with ours.

           So the high-level big design customers really want some tools,
           so they can do "kaisen".

   Cooley: Ok.

  Sawicki: You know one thing I would say?  You know if a buzzword has
           gone out of control where it puts that tool (Envision) with
           the Gear Apache tool.  Gear Apache is a power analysis tool.
           This Envision is a design management tool to see how you're
           whole thing's coming together.  The "Big Data" buzzword is
           out of control if you're doing comparing and contrasting
           with those two.

    Dean: John, you are just out of control.  [audience laughter]

  Sawicki: "Quelle Surprise!"  [audience laughter]

   Cooley: Joe, you have Big Data experience.  Mentor has a lot of
           experience doing big data stuff because you were doing it
           before it was "Big Data".  You were doing it in litho, fab,
           things like that.

  Sawicki: Ours is mostly around diagnostics, and we can argue whether
           that's big data.

   Cooley: You're data mining, you're going through...
      
  Sawicki: We are.  But if you look at, I think John Lee did a great
           job on that tool, and Gear did a great job on finding an
           exit out with Ansys.  And Ansys needed it, because RedHawk
           was a tool that was getting very, very stale.

           But why they call it a "Big Data" tool is God's own mystery
           to me.

     Amit: Yeah, I think big data, or deep learning, or machine learning,
           is more of a methodology within the algorithms to produce the
           results, right?

           It's tough to say it's a category by itself of tools.

   Cooley: OK.

         ----    ----    ----    ----    ----    ----    ----

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