/// <summary>
        /// Inits computation resources
        /// </summary>
        public static void Initialize()
        {
            // Computation mode specific settings: azure or app domain ?
            switch (Shared.Config.TaskExecutionMode)
            {
            case TaskExecutionMode.Azure:
                AzureBatchManager.InitializeAsync().Wait();
                break;

            case TaskExecutionMode.Linear:
            case TaskExecutionMode.Parallel:
                AppDomainRunner.Initialize();
                break;

            default:
                throw new ArgumentOutOfRangeException();
            }
        }