CSC/ECE 506 Spring 2011/ch10 MC
Supplement to Chapter 10: Memory Consistency Models
Introduction
Motivation
Data may be moved between registers, processor caches, and main memory in different order than specified by the program.
At the processor level, a memory model defines necessary and sufficient conditions for knowing that writes to memory by other processors are visible to the current processor, and writes by the current processor are visible to other processors. Some processors exhibit a strong memory model, where all processors see exactly the same value for any given memory location at all times. Other processors exhibit a weaker memory model, where special instructions, called memory barriers, are required to flush or invalidate the local processor cache in order to see writes made by other processors or make writes by this processor visible to others. These memory barriers are usually performed when lock and unlock actions are taken; they are invisible to programmers in a high level language. It can sometimes be easier to write programs for strong memory models, because of the reduced need for memory barriers. However, even on some of the strongest memory models, memory barriers are often necessary; quite frequently their placement is counterintuitive. Recent trends in processor design have encouraged weaker memory models, because the relaxations they make for cache consistency allow for greater scalability across multiple processors and larger amounts of memory. The issue of when a write becomes visible to another thread is compounded by the compiler's reordering of code. For example, the compiler might decide that it is more efficient to move a write operation later in the program; as long as this code motion does not change the program's semantics, it is free to do so. If a compiler defers an operation, another thread will not see it until it is performed; this mirrors the effect of caching.
Moreover, writes to memory can be moved earlier in a program; in this case, other threads might see a write before it actually "occurs" in the program. All of this flexibility is by design -- by giving the compiler, runtime, or hardware the flexibility to execute operations in the optimal order, within the bounds of the memory model, we can achieve higher performance.
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.
Java includes several language constructs, including volatile, final, and synchronized, which are intended to help the programmer describe a program's concurrency requirements to the compiler. The Java Memory Model defines the behavior of volatile and synchronized, and, more importantly, ensures that a correctly synchronized Java program runs correctly on all processor architectures.
it was the first time that a programming language specification attempted to incorporate a memory model which could provide consistent semantics for concurrency across a variety of architectures
- Preserving existing safety guarantees, like type-safety, and strengthening others. For example, variable values may not be created "out of thin air": each value for a variable observed by some thread must be a value that can reasonably be placed there by some thread.
- The semantics of correctly synchronized programs should be as simple and intuitive as possible.
- The semantics of incompletely or incorrectly synchronized programs should be defined so that potential security hazards are minimized.
- Programmers should be able to reason confidently about how multithreaded programs interact with memory.
- It should be possible to design correct, high performance JVM implementations across a wide range of popular hardware architectures.
- A new guarantee of initialization safety should be provided. If an object is properly constructed (which means that references to it do not escape during construction), then all threads which see a reference to that object will also see the values for its final fields that were set in the constructor, without the need for synchronization.
- There should be minimal impact on existing code.
Building blocks in Java
Publication
Initialization Safety
Double-Checked Locking
References
- Yan Solihin, Fundamentals of Parallel Computer Architecture: Multichip and Multicore Systems, Solihin Books, August 2009.
- David E. Culler, Jaswinder Pal Singh, and Anoop Gupta, Parallel Computer Architecture: A Hardware/Software Approach, Gulf Professional Publishing, August 1998.
- Jeremy Manson, William Pugh and Sarita Adve, "The Java Memory Model" http://rsim.cs.illinois.edu/Pubs/popl05.pdf
- Bill Pugh JMM Page http://www.cs.umd.edu/~pugh/java/memoryModel/
- Brian Goetz, Java Concurrency in Practice,