Novelty-Based Methods for Random Test Selection. Innovation in Verification

Novelty-Based Methods for Random Test Selection. Innovation in Verification
by Bernard Murphy on 06-26-2024 at 6:00 am

Innovation New

Coverage improvement effectiveness through randomized testing declines as total coverage improves. Attacking stubborn holes in coverage could be augmented through learned novel test guidance to random test selection. Paul Cunningham (GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former… Read More


Using LLMs for Fault Localization. Innovation in Verification

Using LLMs for Fault Localization. Innovation in Verification
by Bernard Murphy on 05-29-2024 at 6:00 am

Innovation New

We have talked about fault localization (root cause analysis) in several reviews. This early-release paper looks at applying LLM technology to the task. 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


Fault Sim on Multi-Core Arm Platform in China. Innovation in Verification

Fault Sim on Multi-Core Arm Platform in China. Innovation in Verification
by Bernard Murphy on 04-24-2024 at 6:00 am

Innovation New

How much can running on a multi-core (Arm) CPU speed up fault simulation? 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, feedback welcome.

The Innovation

This month’s pick is FaultRead More


Fault Simulation for AI Safety. Innovation in Verification

Fault Simulation for AI Safety. Innovation in Verification
by Bernard Murphy on 03-27-2024 at 6:00 am

Innovation New

More automotive content 😀

In modern cars, safety is governed as much by AI-based functions as by traditional logic and software. How can these functions be fault-graded for FMEDA analysis? Paul Cunningham (GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst, entrepreneur, former Synopsys CTO and now Silvaco CTO)… Read More


Challenge and Response Automotive Keynote at DVCon

Challenge and Response Automotive Keynote at DVCon
by Bernard Murphy on 03-20-2024 at 6:00 am

dvcon 2024 keynote min

Keynotes commonly provide a one-sided perspective of a domain, either customer-centric or supplier-centric. Kudos therefore to Cadence’s Paul Cunningham for breaking the mold in offering the first half of his keynote to Anthony Hill, a TI fellow, to talk about outstanding challenges he sees in verification for automotive … Read More


BDD-Based Formal for Floating Point. Innovation in Verification

BDD-Based Formal for Floating Point. Innovation in Verification
by Bernard Murphy on 02-27-2024 at 6:00 am

Innovation New

A different approach to formally verifying very challenging datapath functions. 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, feedback welcome. We’re planning to add a wrinkle… Read More


2023 Retrospective. Innovation in Verification

2023 Retrospective. Innovation in Verification
by Bernard Murphy on 01-25-2024 at 6:00 am

Innovation New

As usual in January we start with a look back at the papers we reviewed last year. 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, feedback welcome. We’re planning on starting a live series… Read More


Information Flow Tracking at RTL. Innovation in Verification

Information Flow Tracking at RTL. Innovation in Verification
by Bernard Murphy on 12-27-2023 at 6:00 am

Innovation New

Explicit and implicit sneak paths to leak or compromise information continue to represent a threat to security. This paper looks a refinement of existing gate level information flow tracking (IFT) techniques extended to RTL, encouraging early-stage security optimization. Paul Cunningham (Senior VP/GM, Verification at … Read More


ML-Guided Model Abstraction. Innovation in Verification

ML-Guided Model Abstraction. Innovation in Verification
by Bernard Murphy on 11-29-2023 at 6:00 am

Innovation New

Formal methods offer completeness in proving functionality but are difficult to scale to system level without abstraction and cannot easily incorporate system aspects outside the logic world such as in cyber-physical systems (CPS). Paul Cunningham (Senior VP/GM, Verification at Cadence), Raúl Camposano (Silicon Catalyst,… Read More


Developing Effective Mixed Signal Models. Innovation in Verification

Developing Effective Mixed Signal Models. Innovation in Verification
by Bernard Murphy on 10-30-2023 at 6:00 am

Innovation New

Mixed-signal modeling is becoming more important as interaction between digital and analog circuitry become more closely intertwined. This level of modeling depends critically on sufficiently accurate yet fast behavioral models for analog components. Paul Cunningham (Senior VP/GM, Verification at Cadence), Raúl Camposano… Read More