Is it possible to find and prioritize holes in coverage through AI-based analytics on coverage data? Paul Cunningham (GM, Verification at Cadence), Jim Hogan and I continue our series on research ideas. As always, feedback welcome.
This month’s pick is Using Machine Learning Clustering To Find Large Coverage … Read More
Paul Cunningham (GM, Verification at Cadence), Jim Hogan and I launched our series on Innovation in Verification at the beginning of last year. We wanted to explore basic innovations and new directions researchers are taking for hardware and system verification. Even we were surprised to find how rich a seam we had tapped. We plan… Read More
Mining assertions from constrained random simulations to localize bugs. Paul Cunningham (GM, Verification at Cadence), Jim Hogan and I continue our series on research ideas. Feel free to comment.
This month’s pick is Symptomatic bug localization for functional debug of hardware designs. This paper was presented… Read More
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.
This month’s pick… Read More
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
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.
This month’s pick is Simulation-Based… Read More
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
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 Innovation… Read More
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
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
