Patents by Inventor Kenneth L. McMillan

Kenneth L. McMillan has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 8862439
    Abstract: In one embodiment of the invention, a design verifier is disclosed including a model extractor and a bounded model checker having an arithmetic satisfiability solver. The arithmetic satisfiability solver searches for a solution in the form of a numeric assignment of numbers to variables that satisfies each and every one of the one or more numeric formulas. Conflict in the search, results in the deduction of one or more new numeric formulas that serve to guide the search toward a solution. If the search finds a numeric assignment that satisfies each and every one of the one or more numeric formulas, it indicates that a functional property of the system is violated.
    Type: Grant
    Filed: June 25, 2010
    Date of Patent: October 14, 2014
    Assignee: Cadence Design Systems, Inc.
    Inventors: Andreas Kuehlmann, Kenneth L. McMillan, Shmuel Sagiv
  • Patent number: 8656330
    Abstract: In one embodiment of the invention, a design verifier is disclosed including a model extractor and a bounded model checker having an arithmetic satisfiability solver. The arithmetic satisfiability solver searches for a solution in the form of a numeric assignment of numbers to variables that satisfies each and every one of the one or more numeric formulas. Conflict in the search, results in the deduction of one or more new numeric formulas that serve to guide the search toward a solution. If the search finds a numeric assignment that satisfies each and every one of the one or more numeric formulas, it indicates that a functional property of the system is violated.
    Type: Grant
    Filed: December 16, 2010
    Date of Patent: February 18, 2014
    Assignee: Cadence Design Systems, Inc.
    Inventors: Andreas Kuehlmann, Kenneth L. McMillan, Shmuel Sagiv
  • Patent number: 8539405
    Abstract: Disclosed is a method and system for performing design and verification using stepwise refinement techniques, which can also include or be referred to as “top-down” design verification. With the present stepwise refinement approach, the electronic design can be acted upon at different levels of abstraction, but with approximately the same level of resolution at each abstraction level. A strong relationship of consistency exists between the successive abstraction levels of the design. On account of this consistency, properties that are established or true at one level of the design remain true for all subsequent levels of abstraction of the design. The present approach also allows designers to more efficiently and accurately perform hardware/software co-design. For the co-design process, consistency between different levels of abstraction allows a designer to safely implement a systematic and concurrent divide-and-conquer approach to the hardware and/or software elements in a design.
    Type: Grant
    Filed: July 30, 2012
    Date of Patent: September 17, 2013
    Assignee: Cadence Design Systems, Inc.
    Inventors: Robert P. Kurshan, Kenneth L. McMillan
  • Publication number: 20120311513
    Abstract: Disclosed is a method and system for performing design and verification using stepwise refinement techniques, which can also include or be referred to as “top-down” design verification. With the present stepwise refinement approach, the electronic design can be acted upon at different levels of abstraction, but with approximately the same level of resolution at each abstraction level. A strong relationship of consistency exists between the successive abstraction levels of the design. On account of this consistency, properties that are established or true at one level of the design remain true for all subsequent levels of abstraction of the design. The present approach also allows designers to more efficiently and accurately perform hardware/software co-design. For the co-design process, consistency between different levels of abstraction allows a designer to safely implement a systematic and concurrent divide-and-conquer approach to the hardware and/or software elements in a design.
    Type: Application
    Filed: July 30, 2012
    Publication date: December 6, 2012
    Applicant: CADENCE DESIGN SYSTEMS, INC.
    Inventors: Robert P. Kurshan, Kenneth L. McMillan
  • Patent number: 8326592
    Abstract: Disclosed is a method and system for providing an improved and flexible approach for handling models of hardware and software designs for verification activities. The semantics of the software and hardware are mapped to allow correct interfacing between the hardware and software models. This allows designers to more efficiently and accurately perform hardware/software co-verification.
    Type: Grant
    Filed: December 20, 2008
    Date of Patent: December 4, 2012
    Assignee: Cadence Design Systems, Inc.
    Inventor: Kenneth L. McMillan
  • Patent number: 8234609
    Abstract: Disclosed is a method and system for performing design and verification using stepwise refinement techniques, which can also include or be referred to as “top-down” design verification. With the present stepwise refinement approach, the electronic design can be acted upon at different levels of abstraction, but with approximately the same level of resolution at each abstraction level. A strong relationship of consistency exists between the successive abstraction levels of the design. On account of this consistency, properties that are established or true at one level of the design remain true for all subsequent levels of abstraction of the design. The present approach also allows designers to more efficiently and accurately perform hardware/software co-design. For the co-design process, consistency between different levels of abstraction allows a designer to safely implement a systematic and concurrent divide-and-conquer approach to the hardware and/or software elements in a design.
    Type: Grant
    Filed: December 20, 2008
    Date of Patent: July 31, 2012
    Assignee: Cadence Design Systems, Inc.
    Inventors: Robert P. Kurshan, Kenneth L. McMillan
  • Patent number: 7937673
    Abstract: Disclosed is a method and system for performing design and verification using stepwise refinement techniques, which can also include or be referred to as “top-down” design verification. With the present stepwise refinement approach, the electronic design can be acted upon at different levels of abstraction, but with approximately the same level of resolution at each abstraction level. A strong relationship of consistency exists between the successive abstraction levels of the design. On account of this consistency, properties that are established or true at one level of the design remain true for all subsequent levels of abstraction of the design.
    Type: Grant
    Filed: March 12, 2007
    Date of Patent: May 3, 2011
    Assignee: Cadence Design Systems, Inc.
    Inventors: Robert P. Kurshan, Kenneth L. McMillan
  • Patent number: 7661082
    Abstract: An apparatus and methods for the verification of digital design descriptions are provided. In an exemplary embodiment, a method of verifying a property in a digital design description is provided. The method includes deriving an abstraction of the digital design description, determining a counterexample by an approximate reachable state computation, justifying the counterexample, determining a justification frontier, updating the abstraction from the justification frontier, and producing a verification result for the digital design description. One feature of this embodiment is that it provides for efficient digital circuit verification. This Abstract is provided for the sole purpose of complying with the Abstract requirement rules that allow a reader to quickly ascertain the subject matter of the disclosure contained herein. This Abstract is submitted with the explicit understanding that it will not be used to interpret or to limit the scope or the meaning of the claims.
    Type: Grant
    Filed: March 28, 2007
    Date of Patent: February 9, 2010
    Assignee: Cadence Design Systems, Inc.
    Inventors: Kenneth L. McMillan, Nina Amla
  • Publication number: 20090164968
    Abstract: Disclosed is a method and system for performing design and verification using stepwise refinement techniques, which can also include or be referred to as “top-down” design verification. With the present stepwise refinement approach, the electronic design can be acted upon at different levels of abstraction, but with approximately the same level of resolution at each abstraction level. A strong relationship of consistency exists between the successive abstraction levels of the design. On account of this consistency, properties that are established or true at one level of the design remain true for all subsequent levels of abstraction of the design. The present approach also allows designers to more efficiently and accurately perform hardware/software co-design. For the co-design process, consistency between different levels of abstraction allows a designer to safely implement a systematic and concurrent divide-and-conquer approach to the hardware and/or software elements in a design.
    Type: Application
    Filed: December 20, 2008
    Publication date: June 25, 2009
    Applicant: CADENCE DESIGN SYSTEMS, INC.
    Inventors: Robert P. Kurshan, Kenneth L. McMillan
  • Publication number: 20090164193
    Abstract: Disclosed is a method and system for providing an improved and flexible approach for handling models of hardware and software designs for verification activities. The semantics of the software and hardware are mapped to allow correct interfacing between the hardware and software models. This allows designers to more efficiently and accurately perform hardware/software co-verification.
    Type: Application
    Filed: December 20, 2008
    Publication date: June 25, 2009
    Applicant: CADENCE DESIGN SYSTEMS, INC.
    Inventor: Kenneth L. McMillan
  • Patent number: 7406405
    Abstract: A design verifier includes a bounded model checker, an abstractor and an unbounded model checker. The bounded model checker verifies a property to a depth K and either finds a counterexample, or generates a proof in the form of a directed acyclic graph. If no counterexample is found, the abstractor generates an abstracted design description using a proof generated by the bounded model checker. The unbounded model checker verifies the property of the abstracted design description. If a counterexample is found, the bounded model checker increases K and verifies the property to the new larger depth. If no counterexample is found, the design is verified.
    Type: Grant
    Filed: February 3, 2003
    Date of Patent: July 29, 2008
    Assignee: Cadence Design Systems, Inc.
    Inventors: Kenneth L. McMillan, Nina Amla
  • Patent number: 6944838
    Abstract: A design verifier includes a bounded model checker, a proof partitioner and a fixed-point detector. The bounded model checker verifies a property to a depth K and either finds a counterexample, or generates a proof in the form of a directed acyclic graph. If a counterexample is found, the bounded model checker selectively increases K and verifies the property to the new larger depth using the original constraints. If no counterexample is found, the proof partitioner provides an over-approximation of the states reachable in one or more steps using a proof generated by the bounded model checker. The fixed-point detector detects whether the over-approximation is at a fixed point. If the over-approximation is at a fixed-point, the design is verified. If the over-approximation is not at a fixed point, the bounded model checker can iteratively use over-approximations as a constraint and verify the property to a depth K.
    Type: Grant
    Filed: February 3, 2003
    Date of Patent: September 13, 2005
    Assignee: Cadence Design Systems, Inc.
    Inventor: Kenneth L. McMillan
  • Publication number: 20040153308
    Abstract: A design verifier includes a bounded model checker, an abstractor and an unbounded model checker. The bounded model checker verifies a property to a depth K and either finds a counterexample, or generates a proof in the form of a directed acyclic graph. If no counterexample is found, the abstractor generates an abstracted design description using a proof generated by the bounded model checker. The unbounded model checker verifies the property of the abstracted design description. If a counterexample is found, the bounded model checker increases K and verifies the property to the new larger depth. If no counterexample is found, the design is verified.
    Type: Application
    Filed: February 3, 2003
    Publication date: August 5, 2004
    Inventors: Kenneth L. McMillan, Nina Amla
  • Publication number: 20040153983
    Abstract: A design verifier includes a bounded model checker, a proof partitioner and a fixed-point detector. The bounded model checker verifies a property to a depth K and either finds a counterexample, or generates a proof in the form of a directed acyclic graph. If a counterexample is found, the bounded model checker selectively increases K and verifies the property to the new larger depth using the original constraints. If no counterexample is found, the proof partitioner provides an over-approximation of the states reachable in one or more steps using a proof generated by the bounded model checker. The fixed-point detector detects whether the over-approximation is at a fixed point. If the over-approximation is at a fixed-point, the design is verified. If the over-approximation is not at a fixed point, the bounded model checker can iteratively use over-approximations as a constraint and verify the property to a depth K.
    Type: Application
    Filed: February 3, 2003
    Publication date: August 5, 2004
    Inventor: Kenneth L. McMillan