For More information, refer to Java EE 7 performance tuning and optimization book:
The book is published by Packt Publishing:
http://www.packtpub.com/java-ee-7-performance-tuning-and-optimization/book
4. Performance is one of the NFRs.
Usually you have SLA for each transaction.
2 types of performance issues :
◦ Performance Testing Results
In Dev or Test environment.
◦ Production Performance Issues
Difficult to handle.
5. Problem Definition (UC, Scenario, Conditions,
User, ..etc…)
Gather Information
Try to replicate (if possible)
Get all tools ready to use.
Build your plan:
◦ Analyze Tools output.
◦ Code Inspection
◦ Potential fixes. (Google it …)
◦ Re-test.
6. Better if :
◦ Relay on tools output.
◦ Less dependant on personal experience.
◦ Concrete (not abstract)
◦ Always comparative.
◦ Quick POC
◦ Proven from Google
Better if not:
◦ Trial and error approach.
◦ Optimize as you go.
7. Hardware
◦ CPU
◦ Network
◦ Memory
◦ Storage
Software
◦ Operating System
◦ Libraries, Drivers and Utilities.
◦ Application
8. CPU :
◦ Detect root cause (anti-virus!)
◦ Change algorithm
◦ Increase CPU power.
Network :
◦ Detect root cause (OS updates!)
◦ Change architecture.
Memory :
◦ Root cause (memory leakage)
◦ add more memory, re-structure caching.
Storage :
◦ Add storage, free more space (archive) , etc.
9. Good but sometimes you can consider:
◦ CPU :
Use MT.
Change workflow.
◦ Memory :
Utilize more memory in caching.
Change architecture.
10. Google it.
Continuous follow-up is essential , as new
tips always come:
◦ Use StringBuffer rather than the string
concatenation operator (+).
◦ Use primitive data types instead of objects.
◦ Use short-circuit boolean operators whenever
possible.
◦ Flatten objects as much as possible.
◦ Use the clone() method to avoid calling any
constructors.
◦ Don’t use exception to return flag.
11. Vector, Stack, Hashtable are deprecated
For single threaded use :
◦ ArrayList
◦ Deque
◦ HashMap
For MT use : (a lot of other alternatives)
◦ CopyOnWriteArrayList
◦ ConcurrentLinkedDeque
◦ ConcurrentHashMap
14. Has a self-contained execution environment.
A process generally has a complete, private
set of basic run-time resources; in particular,
each process has its own memory space.
Most operating systems support Inter Process
Communication (IPC) resources, such as pipes
and sockets
Most implementations of the Java virtual
machine run as a single process.
A Java application can create additional
processes using a ProcessBuilder object.
15. As simple as :
Process pb = new
ProcessBuilder("myCommand",
"myArg").start();
But can be more complex by defining the
Input, Output , Error streams or inherit them
using: pb.inheritIO()
public Process start() throws IOException
16. Both processes and threads provide an
execution environment, but creating a new
thread requires fewer resources than creating
a new process.
Threads exist within a process — every
process has at least one.
Threads share the process's resources,
including memory and open files.
This makes for efficient, but potentially
problematic, communication.
17. Every application has at least one thread — or
several, if you count "system" threads ( like
memory management ).
But from the application programmer's point
of view, you start with just one thread, called
the main thread.
This thread has the ability to create additional
threads.
18. Using the Interface or extending the Class :
public class HelloRunnable implements Runnable {
public void run() {
System.out.println("Hello!");
}
public static void main(String args[]) {
(new Thread(new HelloRunnable())).start();
}
}
19. Each object in Java is associated with a
monitor, which a thread can lock or unlock.
Only one thread at a time may hold a lock on
a monitor.
A synchronized statement :
◦ It then attempts to perform a lock action on that
object's monitor and does not proceed further until
the lock action has successfully.
20. A synchronized method automatically
performs a lock action when it is invoked;
◦ Its body is not executed until the lock action has
successfully completed.
◦ If the method is an instance method :
It locks the monitor associated with the instance for
which it was invoked (this).
◦ If the method is static :
It locks the monitor associated with the Class object
that represents the class in which the method is
defined.
21.
22. Use Generational Collection
◦ Memory is divided into generations, that is,
separate pools holding objects of different ages.
23. A garbage collector is responsible for
◦ Allocating memory
◦ Ensuring that any referenced objects remain in
memory
◦ Recovering memory used by objects that are no
longer reachable from references in executing code.
24. Serial versus Parallel
◦ When parallel collection is used, the task of garbage
collection is split into parts and those subparts are
executed simultaneously, on different CPUs.
Concurrent versus Stop-the-world
◦ Concurrent need extra care, as it is operating over
objects that might be updated at the same time by the
application.
◦ Adds some overhead and requires a larger heap size.
◦ Stop-the-world garbage collection is simpler since the
heap is frozen and objects are not changing during the
collection.
◦ It may be undesirable for some applications to be
paused.
25. Compacting versus Non-compacting
◦ Make it easy and fast to allocate a new object at
the first free location (One pointer is enough)
◦ Non-compacting collector releases the space
utilized by garbage objects in-place.
◦ Faster completion of garbage collection, but the
drawback is potential fragmentation. (Need array of
pointers)
◦ In general, it is more expensive to allocate from a
heap with in-place deallocation than from a
compacted heap.
26. Most objects are initially allocated in Eden.
◦ A few large objects may be allocated directly in the
old generation
The survivor spaces hold objects that have
survived at least one young generation
collection
◦ i.e. given additional chances to die before being
considered “old enough” to be promoted to the old
generation.
27. Both young and old collections are done
serially (using a single CPU), in a stop-the
world fashion.
Application execution is halted while
collection is taking place
28.
29.
30. The collector then performs sliding
compaction, sliding the live objects towards
the beginning of the old generation space,
leaving any free space in a single contiguous
chunk at the opposite end.
(mark-sweep-compact collection algorithm)
35. -verbose:gc
[GC 325816K->83372K(776768K), 0.2454258 secs]
[Full GC 267628K->83769K(776768K), 1.8479984 secs]
[GC (1)->(2)(3), (4) secs]
(1->2) Combined size of live objects before and
after garbage collection.
(3) Amount of space usable for java objects
without requesting more memory from the
operating system.
(4) time taken to perform GC.
-XX:+PrintGCDetails : print more details
-XX:+PrintGCTimeStamps : print timestamp
36. Variant :
◦ Java heap space / Requested array size exceeds VM limit
= heap size issue
◦ PermGen space = no memory for creating new class.
◦ unable to create new native thread / <reason>
<stacktrace> (Native method) = no memory available for
allocation of Thread (native stacktrace)
◦ request <size> bytes for <reason>. Out of swap space?
= no memory left in OS.
Doesn’t mean no memory left :
◦ If >98% of the total time is spent in GC and only less
than 2% of the heap is recovered.
◦ Adding element to Array require new Array creation, and
no enough space in any generation.
39. Location: Local or Remote.
GUI: Online or Offline.
Time: Attach or started for profiling.
CPU: Sampled or Instrumented
Classes: Filtered or not filtered.
Type : Web Server or Standalone.
etc..
40. We will try 3 profilers:
◦ NetBeans Profiler
◦ JProfiler
◦ Eclipse TPTP
54. Add triggers to define what to record and to
save the snapshots..
55. The session is added to configuration file
with “id” example :
◦ <session id="119"
◦ ….
◦ </session>
Now in run command add the following:
-
agentpath:D:PROGRA~1JPROFI~1binwind
owsjprofilerti.dll=offline,id=119;
60. For More information refer to Java EE 7
performance tuning and optimization book.
The book is published by Packt Publishing.
◦ http://www.packtpub.com/java-ee-7-
performance-tuning-and-optimization/book
◦ http://www.amazon.com/dp/178217642X/?tag=pa
cktpubli-20
◦ http://www.amazon.co.uk/dp/178217642X/?tag=p
acktpubli-21
