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I dont think WebLogic provides any tools for all these requirements of yours.
You can pick and choose the best of the breed toolsets available in the market.
I will share my experience on such an Enterprise level testing we did recently.
We used JMeter (Free software) to generate the load.
We used Wily Introscope for monitoring JVM Memory Usage, Hardware CPU Utilization, Transactions per seconds, Response Time per Interval, etc
Thanks and regards,
In case we are referring to SOA 10g, you can try our tools like SilkPerformer, VisualVM, etc
You may also want to take a look at OAS 10g R3 Performance tuning guide.