Artificially stalling datapaths and virtual channels is a creative method to uncover corner case timing bugs. A paper from Nvidia describes a refinement to this technique. Paul Cunningham (GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former Synopsys CTO and now Silvaco CTO) and I continue… Read More
Tag: paul cunningham
Refined Fault Localization through Learning. Innovation in Verification
This is another look at refining the accuracy of fault localization. Once a bug has been detected, such techniques aim to pin down the most likely code locations for a root cause. Paul Cunningham (GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former Synopsys CTO and now Silvaco CTO) and I continue… Read More
ML-Based Coverage Refinement. Innovation in Verification
We’re always looking for ways to leverage machine-learning (ML) in coverage refinement. Here is an intriguing approach proposed by Google Research. Paul Cunningham (GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former Synopsys CTO and now Silvaco CTO) and I continue our series on research… Read More
Symbolic Trojan Detection. Innovation in Verification
We normally test only for correctness of the functionality we expect. How can we find functionality (e.g. Trojans) that we don’t expect? Paul Cunningham (GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former Synopsys CTO and now Silvaco CTO) and I continue our series on research ideas. As always,… Read More
Dynamic Coherence Verification. Innovation in Verification
We know about formal methods for cache coherence state machines. What sorts of tests are possible using dynamic coherence verification? Paul Cunningham (GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former Synopsys CTO) and I continue our series on research ideas. As always, feedback welcome.… Read More
2021 Retrospective. Innovation in Verification
As we established last year, we will use the January issue of this blog to look back at the papers we reviewed last year. We lost Jim Hogan and the benefit of his insight early last year, but we gained a new and also well-known expert in Raúl Camposano (another friend of Jim). Paul (GM, Verification at Cadence), Raúl (Silicon Catalyst,… Read More
Scalable Concolic Testing. Innovation in Verification
Combining simulation and symbolic methods is an attractive way to excite rare branches in block-level verification, but is this method really scalable? Paul Cunningham (GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former Synopsys CTO) and I continue our series on research ideas. As always,… Read More
Topics for Innovation in Verification
Paul, Raúl and I are having fun with our Innovation in Verification series, and you seem to be also, judging by the hit rates we’re getting. We track these carefully to judge what you find most interesting and what seems to fall more under the category of “Meh”. Paul and others also get informal feedback in client meetings but it would… Read More
Learning-Based Power Modeling. Innovation in Verification
Learning-Based Power Modeling. Innovation in Verification
Is it possible to automatically generate abstract power models for complex IP which can both run fast and preserve high estimation accuracy? Paul Cunningham (GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former Synopsys CTO) and… Read More
Memory Consistency Checks at RTL. Innovation in Verification
Multicore systems working with shared memory must support a well-defined model for consistency of thread accesses to that memory. There are multiple possible consistency models. Can a design team run memory consistency checks at RTL? Paul Cunningham (GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur,… Read More