[Feature] Support managed by external controller #1459

Job	Run time
integration-test (v1.29.2, none, 3.10)	17m 48s
integration-test (v1.27.11, none, 3.11)	15m 49s
integration-test (v1.28.7, none, 3.8)	17m 47s
integration-test (v1.29.2, scheduler-plugins, 3.9)	16m 36s
integration-test (v1.27.11, scheduler-plugins, 3.10)	15m 16s
integration-test (v1.28.7, scheduler-plugins, 3.11)	18m 26s
integration-test (v1.29.2, volcano, 3.8)	14m 58s
integration-test (v1.27.11, volcano, 3.9)	15m 23s
integration-test (v1.28.7, volcano, 3.10)	16m 40s
	2h 28m 43s

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