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Welcome to another installment of "Under The Hood." This column gives Java developers a glimpse of what is going on underneath their running Java programs. This month's article takes a look at the garbage-collected heap of the Java virtual machine (JVM).
The JVM's heap stores all objects created by an executing Java program. Objects are created by Java's "new" operator, and memory for new objects is allocated on the heap at run time. Garbage collection is the process of automatically freeing objects that are no longer referenced by the program. This frees the programmer from having to keep track of when to free allocated memory, thereby preventing many potential bugs and headaches.
The name "garbage collection" implies that objects that are no longer needed by the program are "garbage" and can be thrown away. A more accurate and up-to-date metaphor might be "memory recycling." When an object is no longer referenced by the program, the heap space it occupies must be recycled so that the space is available for subsequent new objects. The garbage collector must somehow determine which objects are no longer referenced by the program and make available the heap space occupied by such unreferenced objects. In the process of freeing unreferenced objects, the garbage collector must run any finalizers of objects being freed.
In addition to freeing unreferenced objects, a garbage collector may also combat heap fragmentation. Heap fragmentation occurs through the course of normal program execution. New objects are allocated, and unreferenced objects are freed such that free blocks of heap memory are left in between blocks occupied by live objects. Requests to allocate new objects may have to be filled by extending the size of the heap even though there is enough total unused space in the existing heap. This will happen if there is not enough contiguous free heap space available into which the new object will fit. On a virtual memory system, the extra paging required to service an ever growing heap can degrade the performance of the executing program.
This article does not describe an official Java garbage-collected heap, because none exists. The JVM specification says only that the heap of the Java virtual machine must be garbage collected. The specification does not define how the garbage collector must work. The designer of each JVM must decide how to implement the garbage-collected heap. This article describes various garbage collection techniques that have been developed and demonstrates a particular garbage collection technique in an applet.
Why garbage collection?
Garbage collection relieves programmers from the burden of freeing allocated memory. Knowing when to explicitly free allocated memory can be very tricky. Giving this job to the JVM has several advantages. First, it can make programmers more productive. When programming in non-garbage-collected languages the programmer can spend many late hours (or days or weeks) chasing down an elusive memory problem. When programming in Java the programmer can use that time more advantageously by getting ahead of schedule or simply going home to have a life.
A second advantage of garbage collection is that it helps ensure program integrity. Garbage collection is an important part of Java's security strategy. Java programmers are unable to accidentally (or purposely) crash the JVM by incorrectly freeing memory.
A potential disadvantage of a garbage-collected heap is that it adds an overhead that can affect program performance. The JVM has to keep track of which objects are being referenced by the executing program, and finalize and free unreferenced objects on the fly. This activity will likely require more CPU time than would have been required if the program explicitly freed unnecessary memory. In addition, programmers in a garbage-collected environment have less control over the scheduling of CPU time devoted to freeing objects that are no longer needed.
Fortunately, very good garbage collection algorithms have been developed, and adequate performance can be achieved for all but the most demanding of applications. Because Java's garbage collector runs in its own thread, it will, in most cases, run transparently alongside the execution of the program. Plus, if a programmer really wants to explicitly request a garbage collection at some point, System.gc() or Runtime.gc() can be invoked, which will fire off a garbage collection at that time.
The Java programmer must keep in mind that it is the garbage collector that runs finalizers on objects. Because it is not generally possible to predict exactly when unreferenced objects will be garbage collected, it is not possible to predict when object finalizers will be run. Java programmers, therefore, should avoid writing code for which program correctness depends upon the timely finalization of objects. For example, if a finalizer of an unreferenced object releases a resource that is needed again later by the program, the resource will not be made available until after the garbage collector has run the object finalizer. If the program needs the resource before the garbage collector has gotten around to finalizing the unreferenced object, the program is out of luck.
Garbage collection algorithms
A great deal of work has been done in the area of garbage collection algorithms. Many different techniques have been developed that could be applied to a JVM. The garbage-collected heap is one area in which JVM designers can strive to make their JVM better than the competition's.
Any garbage collection algorithm must do two basic things. First, it must detect garbage objects. Second, it must reclaim the heap space used by the garbage objects and make it available to the program. Garbage detection is ordinarily accomplished by defining a set of roots and determining reachability from the roots. An object is reachable if there is some path of references from the roots by which the executing program can access the object. The roots are always accessible to the program. Any objects that are reachable from the roots are considered live. Objects that are not reachable are considered garbage, because they can no longer affect the future course of program execution.
In a JVM the root set is implementation dependent but would always include any object references in the local variables. In the JVM, all objects reside on the heap. The local variables reside on the Java stack, and each thread of execution has its own stack. Each local variable is either an object reference or a primitive type, such as int, char, or float. Therefore the roots of any JVM garbage-collected heap will include every object reference on every thread's stack. Another source of roots are any object references, such as strings, in the constant pool of loaded classes. The constant pool of a loaded class may refer to strings stored on the heap, such as the class name, superclass name, superinterface names, field names, field signatures, method names, and method signatures.
Any object referred to by a root is reachable and is therefore a live object. Additionally, any objects referred to by a live object are also reachable. The program is able to access any reachable objects, so these objects must remain on the heap. Any objects that are not reachable can be garbage collected because there is no way for the program to access them.
The JVM can be implemented such that the garbage collector knows the difference between a genuine object reference and a primitive type (for example, an int) that appears to be a valid object reference. However, some garbage collectors may choose not to distinguish between genuine object references and look-alikes. Such garbage collectors are called conservative because they may not always free every unreferenced object. Sometimes a garbage object will be wrongly considered to be live by a conservative collector, because an object reference look-alike refered to it. Conservative collectors trade off an increase in garbage collection speed for occasionally not freeing some actual garbage.
Two basic approaches to distinguishing live objects from garbage are reference counting and tracing. Reference counting garbage collectors distinguish live objects from garbage objects by keeping a count for each object on the heap. The count keeps track of the number of references to that object. Tracing garbage collectors, on the other hand, actually trace out the graph of references starting with the root nodes. Objects that are encountered during the trace are marked in some way. After the trace is complete, unmarked objects are known to be unreachable and can be garbage collected.
Reference counting collectors
Reference counting was an early garbage collection strategy; here a reference count is maintained for each object. When an object is first created its reference count is set to one. When any other object or root is assigned a reference to that object, the object's count is incremented. When a reference to an object goes out of scope or is assigned a new value, the object's count is decremented. Any object with a reference count of zero can be garbage collected. When an object is garbage collected, any objects that it refers to has their reference counts decremented. In this way the garbage collection of one object may lead to the subsequent garbage collection of other objects.
The JVM's heap stores all objects created by an executing Java program. Objects are created by Java's "new" operator, and memory for new objects is allocated on the heap at run time. Garbage collection is the process of automatically freeing objects that are no longer referenced by the program. This frees the programmer from having to keep track of when to free allocated memory, thereby preventing many potential bugs and headaches.
The name "garbage collection" implies that objects that are no longer needed by the program are "garbage" and can be thrown away. A more accurate and up-to-date metaphor might be "memory recycling." When an object is no longer referenced by the program, the heap space it occupies must be recycled so that the space is available for subsequent new objects. The garbage collector must somehow determine which objects are no longer referenced by the program and make available the heap space occupied by such unreferenced objects. In the process of freeing unreferenced objects, the garbage collector must run any finalizers of objects being freed.
In addition to freeing unreferenced objects, a garbage collector may also combat heap fragmentation. Heap fragmentation occurs through the course of normal program execution. New objects are allocated, and unreferenced objects are freed such that free blocks of heap memory are left in between blocks occupied by live objects. Requests to allocate new objects may have to be filled by extending the size of the heap even though there is enough total unused space in the existing heap. This will happen if there is not enough contiguous free heap space available into which the new object will fit. On a virtual memory system, the extra paging required to service an ever growing heap can degrade the performance of the executing program.
This article does not describe an official Java garbage-collected heap, because none exists. The JVM specification says only that the heap of the Java virtual machine must be garbage collected. The specification does not define how the garbage collector must work. The designer of each JVM must decide how to implement the garbage-collected heap. This article describes various garbage collection techniques that have been developed and demonstrates a particular garbage collection technique in an applet.
Why garbage collection?
Garbage collection relieves programmers from the burden of freeing allocated memory. Knowing when to explicitly free allocated memory can be very tricky. Giving this job to the JVM has several advantages. First, it can make programmers more productive. When programming in non-garbage-collected languages the programmer can spend many late hours (or days or weeks) chasing down an elusive memory problem. When programming in Java the programmer can use that time more advantageously by getting ahead of schedule or simply going home to have a life.
A second advantage of garbage collection is that it helps ensure program integrity. Garbage collection is an important part of Java's security strategy. Java programmers are unable to accidentally (or purposely) crash the JVM by incorrectly freeing memory.
A potential disadvantage of a garbage-collected heap is that it adds an overhead that can affect program performance. The JVM has to keep track of which objects are being referenced by the executing program, and finalize and free unreferenced objects on the fly. This activity will likely require more CPU time than would have been required if the program explicitly freed unnecessary memory. In addition, programmers in a garbage-collected environment have less control over the scheduling of CPU time devoted to freeing objects that are no longer needed.
Fortunately, very good garbage collection algorithms have been developed, and adequate performance can be achieved for all but the most demanding of applications. Because Java's garbage collector runs in its own thread, it will, in most cases, run transparently alongside the execution of the program. Plus, if a programmer really wants to explicitly request a garbage collection at some point, System.gc() or Runtime.gc() can be invoked, which will fire off a garbage collection at that time.
The Java programmer must keep in mind that it is the garbage collector that runs finalizers on objects. Because it is not generally possible to predict exactly when unreferenced objects will be garbage collected, it is not possible to predict when object finalizers will be run. Java programmers, therefore, should avoid writing code for which program correctness depends upon the timely finalization of objects. For example, if a finalizer of an unreferenced object releases a resource that is needed again later by the program, the resource will not be made available until after the garbage collector has run the object finalizer. If the program needs the resource before the garbage collector has gotten around to finalizing the unreferenced object, the program is out of luck.
Garbage collection algorithms
A great deal of work has been done in the area of garbage collection algorithms. Many different techniques have been developed that could be applied to a JVM. The garbage-collected heap is one area in which JVM designers can strive to make their JVM better than the competition's.
Any garbage collection algorithm must do two basic things. First, it must detect garbage objects. Second, it must reclaim the heap space used by the garbage objects and make it available to the program. Garbage detection is ordinarily accomplished by defining a set of roots and determining reachability from the roots. An object is reachable if there is some path of references from the roots by which the executing program can access the object. The roots are always accessible to the program. Any objects that are reachable from the roots are considered live. Objects that are not reachable are considered garbage, because they can no longer affect the future course of program execution.
In a JVM the root set is implementation dependent but would always include any object references in the local variables. In the JVM, all objects reside on the heap. The local variables reside on the Java stack, and each thread of execution has its own stack. Each local variable is either an object reference or a primitive type, such as int, char, or float. Therefore the roots of any JVM garbage-collected heap will include every object reference on every thread's stack. Another source of roots are any object references, such as strings, in the constant pool of loaded classes. The constant pool of a loaded class may refer to strings stored on the heap, such as the class name, superclass name, superinterface names, field names, field signatures, method names, and method signatures.
Any object referred to by a root is reachable and is therefore a live object. Additionally, any objects referred to by a live object are also reachable. The program is able to access any reachable objects, so these objects must remain on the heap. Any objects that are not reachable can be garbage collected because there is no way for the program to access them.
The JVM can be implemented such that the garbage collector knows the difference between a genuine object reference and a primitive type (for example, an int) that appears to be a valid object reference. However, some garbage collectors may choose not to distinguish between genuine object references and look-alikes. Such garbage collectors are called conservative because they may not always free every unreferenced object. Sometimes a garbage object will be wrongly considered to be live by a conservative collector, because an object reference look-alike refered to it. Conservative collectors trade off an increase in garbage collection speed for occasionally not freeing some actual garbage.
Two basic approaches to distinguishing live objects from garbage are reference counting and tracing. Reference counting garbage collectors distinguish live objects from garbage objects by keeping a count for each object on the heap. The count keeps track of the number of references to that object. Tracing garbage collectors, on the other hand, actually trace out the graph of references starting with the root nodes. Objects that are encountered during the trace are marked in some way. After the trace is complete, unmarked objects are known to be unreachable and can be garbage collected.
Reference counting collectors
Reference counting was an early garbage collection strategy; here a reference count is maintained for each object. When an object is first created its reference count is set to one. When any other object or root is assigned a reference to that object, the object's count is incremented. When a reference to an object goes out of scope or is assigned a new value, the object's count is decremented. Any object with a reference count of zero can be garbage collected. When an object is garbage collected, any objects that it refers to has their reference counts decremented. In this way the garbage collection of one object may lead to the subsequent garbage collection of other objects.
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How Jackson looks up Deserializer for each field of Object
2013-01-28 13:20 874... -
JDK 中高效的实现
2011-08-27 19:27 1320记录一下 /** * See t ... -
VM parameter
2011-01-12 15:13 1272Behavioral Options Option ... -
Webservice
2011-01-01 16:23 2299Wsgen 使用: go to classs folder ... -
Session的持久化
2010-11-27 14:16 10233Session的持久化: Session的持久化就是将Htt ... -
nio
2010-09-28 14:25 953NIO 分为两部分 1.本地的文件读取我们可以通过FileIn ... -
SNA
2010-09-24 20:37 801http://raymondhekk.iteye.com/bl ... -
Java cache 介绍
2010-09-19 11:25 7540前言 首先,介绍一下我(作者)自己使用Cache的背景,以便 ... -
JAVA GC 2
2010-09-15 07:33 851An advantage of this scheme is ...
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