WMI Exception - System.Runtime.InteropServices.COMException

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I have a Windows service written in C# that is configured to automatically
start. Sometimes - maybe 20% of the time - the service fails to start due to
an exception in WMI code. I haven't made my service dependent on WMI (or any
other service) because it appears that .net WMI calls automatically start the
WMI service if necessary. Below are the details. What causes this? How can I
make this code work 100% of the time? The code is trying to translate a
well-known group SID to its name like "Administrators ". I was thinking about
wrapping my code in try catch and if it fails, waiting 5 seconds and trying
again, but this is guesswork. I also might make the service dependent on
winmgmt.

Here's the exception:

Service cannot be started.
System.Runtime. InteropServices .COMException (0x80010002)
Call was canceled by the message filter.
(Exception from HRESULT: 0x80010002 (RPC_E_CALL_CAN CELED))
at
System.Runtime. InteropServices .Marshal.ThrowE xceptionForHRIn ternal(Int32
errorCode, IntPtr errorInfo)
at System.Manageme nt.ManagementSc ope.InitializeG uts(Object o)
at System.Manageme nt.ManagementSc ope.Initialize( )
at System.Manageme nt.ManagementOb jectSearcher.In itialize()
at System.Manageme nt.ManagementOb jectSearcher.Ge t()
at
Magaram.TimeLim its.Server.Acco untManager.GetG roupNameFromSid (SecurityIdenti fier sid)
at Magaram.TimeLim its.Server.Acco untManager..cto r()
at
Magaram.TimeLim its.Server.Time LimitService.Cr eateRealService (SessionManager
sessionManager)
at
Magaram.TimeLim its.ServerHost. TimeLimitsWindo wsService.OnSta rt(String[] args)
at System.ServiceP rocess.ServiceB ase.ServiceQueu edMainCallback( Object
state)

My code:

internal static string GetGroupNameFro mSid(SecurityId entifier sid) {
SelectQuery query = new SelectQuery("Wi n32_Group",
string.Format(" Domain='{0}'", Environment.Mac hineName));
using (ManagementObje ctSearcher searcher = new
ManagementObjec tSearcher(query )) {
foreach (ManagementObje ct group in searcher.Get()) {
string sddl = group["SID"] as string;
if (sddl.ToLower() .Trim() == sid.Value.ToLow er().Trim()) {
string groupName = (string)(group["Name"]);
return group["Name"] as string;
}
}
}
throw new ArgumentOutOfRa ngeException("s id",
string.Format(" Could not get the group name for sid: {0}", sid.Value));
}