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Asked: 2026-06-12T10:18:25+00:00

Am stuck on what am sure is a fundamental and easy to solve problem

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Am stuck on what am sure is a fundamental and easy to solve problem in WCF, just need to be guided towards the right way.

I have a large object (which is actually a trained text classifier) that I need to expose through a Web Service in C# .NET. The classifier object can be loaded from disk when the service initially starts, but I don’t want to keep loading it from disk for every request (the object that services requests currently occupies about 6 GB in memory, and it takes a while to keep loading it from disk for every request), so instead I want to persist that object in memory throughout all requests to that web service, and the object should only be loaded when the service starts (instead of loading it when the first web request triggers it).

How would I go about doing that?

Thanks for any help!

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1 Answer

  1. Editorial Team

    Probably the easiest way is to create your service as a singleton. This involves specifying InstanceContextMode = InstanceContextMode.Single in a ServiceBehavior attribute on your service class definition.

    However it is very questionable if sending a 6GB object over the wire using WCF is advisable. You can run into all sorts of service availability issues with this approach.

    Additionally, singletons are not scalable within a host (can be only one instance per host), although you can host multiple singleton services and then load-balance the requests.

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