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The Java Specialists' Newsletter
Issue 115 2005-10-13
Category:
Performance
Java version: Sun JDK 1.4, 1.5 Young vs. Old Generation GCby Dr. Heinz M. KabutzAbstract: A few weeks ago, I tried to demonstrate the effects of old vs. new generation GC. The results surprised me and reemphasized how important GC is to your overall program performance.
Welcome to the 115th edition of The Java(tm) Specialists' Newsletter. I am on the island
of Crete again, this time with the whole family. We are
enjoying the beauty and hospitality. Swimming was possible
almost every day, even though it is already October! One of
my dreams is to run Java courses here, far away from the
distractions of the office. Just imagine: Java exercises
combined with snorkeling and swimming in the sea. We are
planning some amazing specials for our subscribers so that
you can also experience this wonderful island.
My short trips to France and USA were very enjoyable. In
France we did a design workshop followed by some Design
Patterns. In the USA, I spoke at the Java In Action
conference. Much to my delight, the room was packed to
full capacity. Thanks all for attending! And thanks to the
organisers for putting on a great conference! This was the
very first time I got to go to the USA, and it certainly was
quite an experience!
We've travelled enough (for now) and are looking forward to
going home to South Africa soon.
Would you like to really understand Java concurrency? Join us for an
in-depth study of how threading works in Java. During the course,
you will learn how to write correct and fast multi-threaded Java code.
Please
click here if you would like to learn more. Young vs. Old Generation GC
It is common knowledge that it is more efficient to GC young
than old generations. You should therefore
avoid middle-aged objects.
This is also a reason why object pooling is discouraged. You
might end up with more objects in old space, which will slow
down your GC. How much it slows down is interesting to
watch.
Let's have a look at some simple classes derived from a CreateTest class.
ObjectCreationTest1 contains
an infinite loop that simply creates objects. A question here: what
percentage of CPU time do you estimate is spent collecting garbage?
40%, 50%, 60%, 70%? ObjectCreationTest2 keeps an array of the last million
created objects. Does the JVM need more CPU to collect garbage?
public abstract class CreateTest {
private long count;
public long getCount() {
return count;
}
protected final void incCount() {
count++;
}
public abstract void run();
}
public class ObjectCreationTest1 extends CreateTest {
public void run() {
while (true) {
new Object();
incCount();
}
}
}
public class ObjectCreationTest2 extends CreateTest {
public void run() {
Object[] pool = new Object[1 * 1024 * 1024];
int count = 0;
while (true) {
pool[(count++) % pool.length] = new Object();
incCount();
}
}
}
In order to try this out, I wrote a Launcher class that after 120
seconds kills the JVM using the System.exit() command:
import java.util.*;
public class Launcher {
public static void main(String[] args) throws Exception {
String testName = args[0];
final CreateTest job =
(CreateTest) Class.forName(testName).newInstance();
Timer timer = new Timer();
timer.schedule(new TimerTask() {
public void run() {
System.out.println(job.getCount());
System.exit(0);
}
}, 120000);
job.run();
}
}
This is how we could run it:
java -Xloggc:nopool.log Launcher ObjectCreationTest1
java -Xloggc:pool.log Launcher ObjectCreationTest2
In my run, ObjectCreationTest1 created 8,762,510,385
objects and ObjectCreationTest2 only managed to create
389,105,915 objects.
A nice free tool that I learned about at Java In Action is
JTune by HP which we can use to see what happened in the GC logs.
I do not have a direct link to the tool, but you should be able
to find one on the Java Performance
Tuning.com website.
Using HP JTune, we should see that with ObjectCreationTest1, we
get statistics such as:
Duration of the measurement: 123s
Total bytes allocated: 66,980 MB
Number of GC events: 133,961
Time spent in GC: 11s
Percentage of time in GC: 9%
It must be said that the 134 thousand GCs all occurred in the
young generation. Since the object references were immediately
cleared, the objects were never moved into the old generation.
Again using HP JTune, we should see that with ObjectCreationTest2, we
get statistics such as:
Duration of the measurement: 123s
Total bytes allocated: 2,975 MB
Number of GC events: 1,455
Time spent in GC: 96s
Percentage of time in GC: 78%
Here the created objects live long enough to be pushed into the
old generation or the young space could not accommodate new
objects. The system only did 1165 young gen collections, and 290
old gen collections.
Object pools tend to let objects survive longer, thereby pushing
them into the old generation space. This may be bad for
performance due to the additional overhead of old gen GC, as seen
here.
During Kirk Pepperdine's talk on performance, the question arose as
to what percentage of GC activity was acceptable in a real system.
In Kirk's experience, you should aim for 5%, but maximum 10%.
The first example effectively does
while(true) { new Object(); }
but it only spends 9% of its CPU doing garbage collection. We should
be careful to not be too generous in allocating CPU cycles to the GC.
Another fun display of GC activity is with Sun's jvmstat
visualgc. Great tool that gives insight (using sampling) of what
is happening inside running JVMs. Click
here to see the graph for ObjectCreationTest1 and
here for ObjectCreationTest2.
Sanity Check
Here is another test that sits in the infinite loop and is counting
how quickly the looping works, which is basically what would happen
when no objects are created. The loop executed 24,362,038,313
times in two minutes.
public class ObjectCreationTest3 extends CreateTest {
public void run() {
while (true) {
incCount();
}
}
}
To summarise, creating and destroying objects is quite fast when the objects
live in the young space, but rather slow when they live in old space. Even
faster is creating no objects (obviously).
Kind regards
Heinz
P.S. A
picture of my kids enjoying the beach near to where
we want to run the Java courses on the island of Crete. Watch this space!
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