Tuesday, August 26, 2003

Performance of different HiveMind service models

Thought I'd do a little comparison of how the different HiveMind service models perform (relative to each other). First of all, I found a huge difference between Hotspot client and Hotspot server; HiveMind seems to really benefit from Hotspot. Second, the big difference is between simple virtual method invocation and invoking interface methods ... an order of magnitude difference with HotSpot server. I think the big difference is that the very simple adder bean gets completely inlined by HotSpot. I'm going to try and find a way to convince HotSpot not to inline the bean code.

The method being invoked is:

public long add(long arg0, long arg1);

Each run invokes the method 50,000,000 times. The elapsed time is the time in milliseconds. Note that the Java clock (System.currentTimeMillis()) is very, very innaccurate.

JDK 1.4, Windows XP, Hotspot Server

Run Bean Interface Singleton Deferred Threaded
Run #1 200 320 2003 2544 2874
Run #2 220 2324 2223 2614 2844
Run #3 210 2454 2894 2654 2894
Run #4 210 2223 2083 2604 2734
Run #5 230 2083 2073 2594 2794

Bean - invoking the method directly on the service implementation class (that is, instantiate the class without using HiveMind)
Interface - Invoking the method against an interface, not object, reference
Singleton - Invoking the method against the service using the singleton model (as expected, very close performance to interface)
Deferred - Invoking the method against the service using the deferred model (slight increase in time reflects the extra proxy and synchronized block)
Threaded - Invoking the method against the service using the threaded model (another increase for the additional proxy and the ThreadLocal stuff)

JDK 1.4, Windows XP, Hotspot Client

Run Bean Interface Singleton Deferred Threaded
Run #1 381 2183 2193 5157 8573
Run #2 380 2203 2213 4116 7701
Run #3 371 2203 2243 4186 7681
Run #4 371 2203 2253 4126 7701
Run #5 371 2203 2213 4126 7701

Big difference switching from Hotspot server to Hotspot client; hard to say why in particular ... less inlining but also less of a difference between bean and interface, but the additional cost of the extra proxies (for deferred and threaded) and for the ThreadLocal stuff (for the threaded model).

Something useful to do next would be to create a more realistic bean, something less likely to be completely inlined by HotSpot, so we can really see the difference between the Bean and Interface invocation costs. I think the take away is that the big cost is the difference between Bean and Interface, the cost of adding Deferred or Threaded service model is costly, but incremental.

In addition, the little bit of performance testing I've done using the HiveMind test suite shows that the one-time cost of parsing the HiveMind module deployment descriptors is signifcant; all else is dwarfed by this cost. I'm concerned, or perhaps merely curious, about performance when you build a full application from a wide mix of singleton, deferred and threaded services. Services calling services calling services, all as interfaces, all with proxies and perhaps interceptors ... what will be the cost of all that wrapper code? On the other hand, what are the costs of executing a managed object as an EJB? I'm fairly confident that refactoring stateless session EJBs into HiveMind services (deferred or threaded) would be a net win performance-wise.

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