It depends what kind of profiling data you want to get
It is not possible to use VS instrumentation/sampling profiler (the one used by tools->performance tools->performance session) for remote applications.
But you can remotely a run load test that targets you code and see performance counters, graphs, etc. This will give you data similar to Windows perfmon.exe.