Using Discrete Control Theory To Eliminate Software Deadlocks
Software deadlocks are the Catch-22s of the computer world. These common bugs can freeze the machine when different parts of a program end up in an endless cycle of waiting for one another as they access shared data.
University of Michigan researchers developed a new way around this problem with a controller that can anticipate and prevent situations that might cause deadlock.
Their controller is called Gadara. It’s a plug-in that operates using feedback techniques similar to those that give us cruise control in cars and thermostats in heating systems.
“This is a totally different approach to what people had done before for deadlock. Previously, engineers would try to identify potential deadlocks through testing or program analysis and then go back and rewrite the program. The bug fixes were manual, and not automatic. Gadara automates the process,” said St©phane Lafortune, a professor in the Department of Electrical Engineering and Computer Science and a Gadara developer.
Yin Wang, a doctoral student who works with Lafortune in the same department, will present a paper on Gadara Dec. 9 at the USENIX Symposium on Operating Systems Design and Implementation in San Diego.
“Every time you find a problem today you need the original programmer to solve it. The goal of Gadara is to allow anyone with our tool to solve the problem,” Wang said.
Deadlock is becoming a more pressing concern as multicore chips grow in complexity and software performs an increasing number of tasks simultaneously. The bug shows up often in parallel programs that use shared data.
Gadara works by analyzing a program to find potential deadlocks, and then inserting control logic into the program. The control logic ensures that the program cannot deadlock.
Gadara uses a unique combination of discrete control theory and compiler technology, said Lafortune, whose primary work focuses on discrete control theory. The control theory provides the logic that allows Gadara to use feedback to prevent software deadlocks.
The compiler technology, which was developed by Scott Mahlke, a professor in the Department of Electrical Engineering and Computer Science, enables Gadara to operate on real-world applications. Compilers translate programs written in high-level programming languages in executable code.
The paper is titled “Gadara: Dynamic Deadlock Avoidance for Multithreaded Programs.” Other co-developers of Gadara are Terence Kelly, who received his doctoral degree from U-M and is currently at Hewlett-Packard Laboratories, and Manjunath Kudlur, a recent doctoral graduate from U-M who is now working at NVidia.
Current research on Gadara is funded by the National Science Foundation and by an HP Labs Open Innovation award.
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