ML plus formal for analog. Innovation in Verification

ML plus formal for analog. Innovation in Verification
by Bernard Murphy on 11-30-2020 at 6:00 am

innovation min

Can machine learning be combined with formal to find rare failures in analog designs? ML plus formal for analog – neat! Paul Cunningham (GM, Verification at Cadence), Jim Hogan and I continue our series on research ideas. Here an idea from analog simulation sampling. Feel free to comment.

The Innovation

This month’s pick… Read More


Covering Configurable Systems. Innovation in Verification

Covering Configurable Systems. Innovation in Verification
by Bernard Murphy on 10-20-2020 at 6:00 am

innovation min

Covering configurable systems is a challenge. What’s a good strategy to pick a small subset of settings and still get high confidence in coverage? Paul Cunningham (GM, Verification at Cadence), Jim Hogan and I continue our series on research ideas, here an idea from software testing which should also apply to hardware. Feel free… Read More


Bug Trace Minimization. Innovation in Verification

Bug Trace Minimization. Innovation in Verification
by Bernard Murphy on 09-22-2020 at 6:00 am

innovation min

A checker tripped in verification. Is there a bug trace minimization technique to simplify manual debug? Paul Cunningham (GM, Verification at Cadence), Jim Hogan and I continue our series to highlight all the great research that’s out there in verification. Feel free to comment.

The Innovation

This month’s pick is Simulation-BasedRead More


Using AI to Locate a Fault. Innovation in Verification

Using AI to Locate a Fault. Innovation in Verification
by Bernard Murphy on 07-16-2020 at 10:00 am

innovation in verification

After we detect a bug, can we use AI to locate the fault, or at least get close? Paul Cunningham (GM of Verification at Cadence), Jim Hogan and I continue our series on novel research ideas, through a paper in software verification we find equally relevant to hardware. Feel free to comment.

 

The Innovation
This month’s pick is… Read More


Predicting Bugs: ML and Static Team Up. Innovation in Verification

Predicting Bugs: ML and Static Team Up. Innovation in Verification
by Bernard Murphy on 06-11-2020 at 6:00 am

innovation

Can we predict where bugs are most likely to be found, to better direct testing? Paul Cunningham (GM of Verification at Cadence), Jim Hogan and I continue our series on novel research ideas, again through a paper in software verification we find equally relevant to hardware. Feel free to comment if you agree or disagree.

The InnovationRead More


Is Mutation Testing Worth the Effort? Innovation in Verification

Is Mutation Testing Worth the Effort? Innovation in Verification
by Bernard Murphy on 05-19-2020 at 6:00 am

innovation

Mutation testing is an intriguing idea, but is it useful? Paul Cunningham (GM of Verification at Cadence), Jim Hogan and I continue our series on novel research ideas, here looking at a paper examining the pros and cons of this topic. Feel free to comment if you agree or disagree.

The Innovation

This month’s pick is Which Software Read More


Innovation in Verification April 2020

Innovation in Verification April 2020
by Bernard Murphy on 04-14-2020 at 6:00 am

Innovation

This blog is the next in a series in which Paul Cunningham (GM of the Verification Group at Cadence), Jim Hogan and I pick a paper on a novel idea we appreciated and suggest opportunities to further build on that idea.

We’re getting a lot of hits on these blogs but would like really like to get feedback also.

The Innovation

Our next pick… Read More


Innovation in Verification March 2020

Innovation in Verification March 2020
by Bernard Murphy on 03-17-2020 at 6:00 am

Innovation

This blog is the next in a series in which Paul Cunningham (GM of the Verification Group at Cadence), Jim Hogan and I pick a paper on a novel idea we appreciated and suggest opportunities to further build on that idea.

We welcome comments on our blogs and suggestions for new topics if they’re based on published work.

The Innovation

Our… Read More


Innovation in Verification – February 2020

Innovation in Verification – February 2020
by Bernard Murphy on 02-11-2020 at 6:00 am

Innovation in Verification

This blog is the next in a series in which Paul Cunningham (GM of the Verification Group at Cadence), Jim Hogan and I pick a paper on a novel idea in verification and debate its strengths and opportunities for improvement.

Our goal is to support and appreciate further innovation in this area. Please let us know what you think and please… Read More


Innovation in Verification – January 2020

Innovation in Verification – January 2020
by Bernard Murphy on 01-09-2020 at 6:00 am

Innovation

I’m kicking off a blog series which should appeal to many of us in functional verification. Paul Cunningham (GM of the Verification Group at Cadence), Jim Hogan (angel investor and board member extraordinaire) and I (sometime blogger) like to noodle from time to time on papers and other verification articles which inspire us.… Read More