diff --git a/src/runtime/Scheduler.cpp b/src/runtime/Scheduler.cpp
new file mode 100644
index 0000000..a131928
--- /dev/null
+++ b/src/runtime/Scheduler.cpp
@@ -0,0 +1,149 @@
+/*
+ * Copyright (c) 2017 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#include "arm_compute/runtime/Scheduler.h"
+
+#include "arm_compute/core/Error.h"
+#if ARM_COMPUTE_CPP_SCHEDULER
+#include "arm_compute/runtime/CPP/CPPScheduler.h"
+#endif
+
+#include "arm_compute/runtime/SingleThreadScheduler.h"
+
+#if ARM_COMPUTE_OPENMP_SCHEDULER
+#include "arm_compute/runtime/OMP/OMPScheduler.h"
+#endif
+
+using namespace arm_compute;
+
+#if !ARM_COMPUTE_CPP_SCHEDULER && ARM_COMPUTE_OPENMP_SCHEDULER
+Scheduler::Type Scheduler::_scheduler_type = Scheduler::Type::OMP;
+#elif ARM_COMPUTE_CPP_SCHEDULER && !ARM_COMPUTE_OPENMP_SCHEDULER
+Scheduler::Type Scheduler::_scheduler_type = Scheduler::Type::CPP;
+#elif ARM_COMPUTE_CPP_SCHEDULER && ARM_COMPUTE_OPENMP_SCHEDULER
+Scheduler::Type Scheduler::_scheduler_type = Scheduler::Type::CPP;
+#else
+Scheduler::Type Scheduler::_scheduler_type = Scheduler::Type::ST;
+#endif
+
+void Scheduler::set(Type t)
+{
+    ARM_COMPUTE_ERROR_ON(!Scheduler::is_available(t));
+    _scheduler_type = t;
+}
+
+bool Scheduler::is_available(Type t)
+{
+    switch(t)
+    {
+        case Type::ST:
+        {
+            return true;
+        }
+        case Type::CPP:
+        {
+#if ARM_COMPUTE_CPP_SCHEDULER
+            return true;
+#else
+            return false;
+#endif
+        }
+        case Type::OMP:
+        {
+#if ARM_COMPUTE_OPENMP_SCHEDULER
+            return true;
+#else
+            return false;
+#endif
+        }
+        case Type::CUSTOM:
+        {
+            return _custom_scheduler != nullptr;
+        }
+        default:
+        {
+            ARM_COMPUTE_ERROR("Invalid Scheduler type");
+            return false;
+        }
+    }
+}
+
+Scheduler::Type Scheduler::get_type()
+{
+    return _scheduler_type;
+}
+
+IScheduler &Scheduler::get()
+{
+    switch(_scheduler_type)
+    {
+        case Type::ST:
+        {
+            return SingleThreadScheduler::get();
+        }
+        case Type::CPP:
+        {
+#if ARM_COMPUTE_CPP_SCHEDULER
+            return CPPScheduler::get();
+#else
+            ARM_COMPUTE_ERROR("Recompile with cppthreads=1 to use C++11 scheduler.");
+#endif
+            break;
+        }
+        case Type::OMP:
+        {
+#if ARM_COMPUTE_OPENMP_SCHEDULER
+            return OMPScheduler::get();
+#else
+            ARM_COMPUTE_ERROR("Recompile with openmp=1 to use openmp scheduler.");
+#endif
+            break;
+        }
+        case Type::CUSTOM:
+        {
+            if(_custom_scheduler == nullptr)
+            {
+                ARM_COMPUTE_ERROR("No custom scheduler has been setup. Call set(std::shared_ptr<IScheduler> &scheduler) before Scheduler::get()");
+            }
+            else
+            {
+                return *_custom_scheduler;
+            }
+            break;
+        }
+        default:
+        {
+            ARM_COMPUTE_ERROR("Invalid Scheduler type");
+            break;
+        }
+    }
+    return SingleThreadScheduler::get();
+}
+
+std::shared_ptr<IScheduler> Scheduler::_custom_scheduler = nullptr;
+
+void Scheduler::set(std::shared_ptr<IScheduler> &scheduler)
+{
+    _custom_scheduler = scheduler;
+    set(Type::CUSTOM);
+}