Memory model (programming)
In computing, a memory model describes the interactions of threads through memory and their shared use of the data.
History and significance
A memory model allows a compiler to perform many important optimizations. Compiler optimizations like loop fusion move statements in the program, which can influence the order of read and write operations of potentially shared variables. Changes in the ordering of reads and writes can cause race conditions. Without a memory model, a compiler is not allowed to apply such optimizations to multi-threaded programs in general, or only in special cases. Or for some compilers assume no multi-threaded execution (so better optimized code can be produced), which can lead to optimizations that are incompatible with multi-threading - these can often lead to subtle bugs, that don't show up in early testing.
Modern programming languages like Java therefore implement a memory model. The memory model specifies synchronization barriers that are established via special, well-defined synchronization operations such as acquiring a lock by entering a synchronized block or method. The memory model stipulates that changes to the values of shared variables only need to be made visible to other threads when such a synchronization barrier is reached. Moreover, the entire notion of a race condition is defined over the order of operations with respect to these memory barriers.[1]
These semantics then give optimizing compilers a higher degree of freedom when applying optimizations: the compiler needs to make sure only that the values of (potentially shared) variables at synchronization barriers are guaranteed to be the same in both the optimized and unoptimized code. In particular, reordering statements in a block of code that contains no synchronization barrier is assumed to be safe by the compiler.
Most research in the area of memory models revolves around:
- Designing a memory model that allows a maximal degree of freedom for compiler optimizations while still giving sufficient guarantees about race-free and (perhaps more importantly) race-containing programs.
- Proving program optimizations that are correct with respect to such a memory model.
The Java Memory Model was the first attempt to provide a comprehensive threading memory model for a popular programming language.[2][3]
See also
- Memory ordering
- Memory barrier
- Consistency model
- Shared memory (interprocess communication)
References
- ↑ Jeremy Manson and Brian Goetz (February 2004). "JSR 133 (Java Memory Model) FAQ". http://www.cs.umd.edu/~pugh/java/memoryModel/jsr-133-faq.html. "The Java Memory Model describes what behaviors are legal in multithreaded code, and how threads may interact through memory. It describes the relationship between variables in a program and the low-level details of storing and retrieving them to and from memory or registers in a real computer system. It does this in a way that can be implemented correctly using a wide variety of hardware and a wide variety of compiler optimizations."
- ↑ Goetz, Brian; Boehm, Hans; Henney, Kevlin; Hutchings, Ben; Lea, Doug; Pugh, Bill (2005-03-04). "Memory Model for Multithreaded C++: Issues". http://www.open-std.org/jtc1/sc22/wg21/docs/papers/2005/n1777.pdf. "C++ threading libraries are in the awkward situation of specifying (implicitly or explicitly) an extended memory model for C++ in order to specify program execution.We propose integrating a memory model suitable for multithreaded execution into the C++ Standard."
- ↑ Boehm, Hans. "Threads and memory model for C++". http://www.hboehm.info/c++mm/. "This [link farm] provides information related to the effort to clarify the meaning of multi-threaded C++ programs, and to provide some standard thread-related APIs where those are currently missing."
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