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<\/p>\nI am honored to have the opportunity to serve as the 2019 DAC Technical Program Chair, and this has been an exceptional year in terms of research and Designer\/IP track submitted content.<\/p>\n
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The Design Automation Conference (DAC) was founded in 1964 and is the longest running and largest conference focused on the design and automation of electronic circuits and systems. And this year DAC experienced an impressive 18 percent increase in research paper submissions. Of this year\u2019s 815 submissions, 202 were accepted for publication.<\/p>\n
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Figure 1. DAC growth in research paper submissions<\/b><\/p>\n
Yet, what is really exciting about DAC is how the conference has evolved over the years to address emerging challenges\u2014beginning with its roots in traditional electronic design automation (EDA) and recently expanding into a broad spectrum of research topics associated with chip and system design. While EDA remains the largest topic area in terms of accepted research papers, about two thirds of this year\u2019s papers focus on many other important aspects of design.<\/p>\n
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Figure 2. DAC 2019 Research Papers by Topic Area<\/b><\/p>\n
So what is hot this year at DAC? From a research perspective, about a third of all research papers covered different aspects of artificial intelligence (AI), machine learning (ML), and neural networks (NN) architectures applied to design, security, and EDA. In addition, there are six research panels that either directly or indirectly cover various aspects of AL\/ML\/NNs. There are three tutorials dedicated to AL\/ML\/NNs. And finally, there is a half day training session on machine learning.<\/p>\n
But what makes DAC great is not only its research content\u2014it\u2019s where theory is put to practice in the industry focused Designer and IP tracks. Here you will find deep and fruitful conversations happening between industry presenters and audience participants.<\/p>\n
I would like to bring your attention to one Designer Track panel that should be of particular interest, which relates to safety of autonomous cars, title \u201cTrust me\u2026it\u2019s Safe.<\/a>\u201d Here you will find a great lineup of industry experts who explore many of the challenges of functional safety. There seems to be some disagreement here on what is needed to address some of these challenges going forward, which always makes for a fun and lively panel.<\/p>\n In addition, a number of my Mentor colleagues are giving presentations in the Designer and IP Tracks. For example, in Session 4, Power Bytes Delivered<\/a>, Valeriy Sukharev will explore \u201cElectromigration Signoff based on IR-drop Degradation Assessment.\u201d In Session 18, Embedded Systems, Security, and Tool-chain<\/a>, Khaled S. Mohamed will talk about \u201cA Lightweight Hardware Architecture for an IoT Encryption Algorithm.\u201d And in Session 56. SystemC in the Real World<\/a>, Stuart Swan (one of my favorite presenters) is giving a talk titled \u201cMoving Up in the World.\u201d<\/p>\n