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报告题目:
Model Checking: My 28-year Quest to Overcome the State Explosion Problem
 报告人:
Edmund M. Clarke
Prof. Carnegie Mellon University
报告时间:
2009-10-13 08:30
报告地点:
FIT楼多功能厅
主办单位:
清华大学理论计算机科学研究中心
  简介:

Abstract

 

Model Checking is an automatic verification technique for state-transition systems that are finite-state or that have finite-state abstractions. In the early 1980’s in a series of joint papers with my graduate students E.A. Emerson and A.P. Sistla, we proposed that Model Checking could be used for verifying concurrent systems and gave algorithms for this purpose. At roughly the same time, Joseph Sifakis and his student J.P. Queille at the University of Grenoble independently developed a similar technique. Model Checking has been used successfully to reason about computer hardware and communication protocols and is beginning to be used for verifying computer software. Specifications are written in temporal logic, which is particularly valuable for expressing concurrency properties. An intelligent, exhaustive search is used to determine if the specification is true or not. If the specification is not true, the Model Checker will produce a counterexample execution trace that shows why the specification does not hold. This feature is extremely useful for finding obscure errors in complex systems. The main disadvantage of Model Checking is the state-explosion problem, which can occur if the system under verification has many processes or complex data structures. Although the state-explosion problem is inevitable in worst case, over the past 27 years considerable progress has been made on the problem for certain classes of state-transition systems that occur often in practice. In this talk, I will describe what Model Checking is, how it works, and the main techniques that have been developed for combating the state explosion problem.

 

Bio of the Speaker

 

Edmund M. Clarke received a B.A. degree in mathematics from the University of Virginia, Charlottesville, VA, in 1967, an M.A. degree in mathematics from Duke University, Durham NC, in 1968, and a Ph.D. degree in Computer Science from Cornell University, Ithaca NY, in 1976. After receiving his Ph.D., he taught in the Department of Computer Science, Duke University, for two years. In 1978 he moved to Harvard University, Cambridge, MA where he was an Assistant Professor of Computer Science in the Division of Applied Sciences. He left Harvard in 1982 to join the faculty in the Computer Science Department at Carnegie-Mellon University, Pittsburgh, PA. He was appointed Full Professor in 1989. In 1995 he became the first recipient of the FORE Systems Professorship, an endowed chair in the School of Computer Science.  He was named a University Professor in 2008.

Dr. Clarke's interests include software and hardware verification and automatic theorem proving. In his Ph.D. thesis he proved that certain programming language control structures did not have good Hoare style proof systems. In 1981 he and his Ph.D. student Allen Emerson first proposed the use of Model Checking as a verification technique for finite state concurrent systems. His research group pioneered the use of Model Checking for hardware verification. Symbolic Model Checking using BDDs was also developed by his group. This important technique was the subject of Kenneth McMillan's Ph.D. thesis, which received an ACM Doctoral Dissertation Award. In addition, his research group developed the first parallel resolution theorem prover (Parthenon) and the first theorem prover to be based on a symbolic computation system (Analytica).
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