diff --git a/inference-engine/src/vpu/graph_transformer/include/vpu/frontend/frontend.hpp b/inference-engine/src/vpu/graph_transformer/include/vpu/frontend/frontend.hpp
index 0b85b6c42fead7..2954966ea56a4b 100644
--- a/inference-engine/src/vpu/graph_transformer/include/vpu/frontend/frontend.hpp
+++ b/inference-engine/src/vpu/graph_transformer/include/vpu/frontend/frontend.hpp
@@ -12,6 +12,7 @@
 #include <tuple>
 #include <set>
 
+#include <ie_icore.hpp>
 #include <cpp/ie_cnn_network.h>
 #include <details/caseless.hpp>
 
@@ -30,7 +31,7 @@ class FrontEnd final {
 public:
     using Ptr = std::shared_ptr<FrontEnd>;
 
-    explicit FrontEnd(StageBuilder::Ptr stageBuilder);
+    explicit FrontEnd(StageBuilder::Ptr stageBuilder, const ie::ICore* core);
 
     ModelPtr buildInitialModel(ie::ICNNNetwork& network);
 
@@ -202,6 +203,7 @@ class FrontEnd final {
 
 private:
     StageBuilder::Ptr _stageBuilder;
+    const ie::ICore* _core;
 
     IeParsedNetwork _ieParsedNetwork;
     std::unordered_set<ie::DataPtr> _unbatchedOutputs;
diff --git a/inference-engine/src/vpu/graph_transformer/include/vpu/graph_transformer.hpp b/inference-engine/src/vpu/graph_transformer/include/vpu/graph_transformer.hpp
index 11d1523f07eadd..ac6be232319be5 100644
--- a/inference-engine/src/vpu/graph_transformer/include/vpu/graph_transformer.hpp
+++ b/inference-engine/src/vpu/graph_transformer/include/vpu/graph_transformer.hpp
@@ -14,6 +14,7 @@
 #include <set>
 #include <utility>
 
+#include <ie_icore.hpp>
 #include <ie_icnn_network.hpp>
 #include <details/caseless.hpp>
 
@@ -163,11 +164,13 @@ CompiledGraph::Ptr compileNetwork(
         ie::ICNNNetwork& network,
         Platform platform,
         const CompilationConfig& config,
-        const Logger::Ptr& log);
+        const Logger::Ptr& log,
+        const ie::ICore* core);
 
 CompiledGraph::Ptr compileSubNetwork(
         ie::ICNNNetwork& network,
-        const CompilationConfig& subConfig);
+        const CompilationConfig& subConfig,
+        const ie::ICore* core);
 
 //
 // getSupportedLayers
@@ -177,7 +180,8 @@ std::set<std::string> getSupportedLayers(
         const ie::ICNNNetwork& network,
         Platform platform,
         const CompilationConfig& config,
-        const Logger::Ptr& log);
+        const Logger::Ptr& log,
+        const ie::ICore* core);
 
 //
 // Blob version and checks
diff --git a/inference-engine/src/vpu/graph_transformer/src/frontend/frontend.cpp b/inference-engine/src/vpu/graph_transformer/src/frontend/frontend.cpp
index aee12f41d84381..13176227c35555 100644
--- a/inference-engine/src/vpu/graph_transformer/src/frontend/frontend.cpp
+++ b/inference-engine/src/vpu/graph_transformer/src/frontend/frontend.cpp
@@ -32,9 +32,10 @@ namespace vpu {
     [this](const Model& model, const ie::CNNLayerPtr& layer, const DataVector& inputs, const DataVector& outputs) \
         { functor_name(model, layer, inputs, outputs); }
 
-FrontEnd::FrontEnd(StageBuilder::Ptr stageBuilder)
-    : _stageBuilder(std::move(stageBuilder))
-    , parsers{{
+FrontEnd::FrontEnd(StageBuilder::Ptr stageBuilder, const ie::ICore* core)
+    : _stageBuilder(std::move(stageBuilder)),
+    _core(core),
+    parsers{{
         {"Convolution",                                        LAYER_PARSER(parseConvolution)},
         {"Pooling",                                            LAYER_PARSER(parsePooling)},
         {"ReLU",                                               LAYER_PARSER(parseReLU)},
@@ -117,7 +118,9 @@ FrontEnd::FrontEnd(StageBuilder::Ptr stageBuilder)
         {"StaticShapeBroadcast",                               LAYER_PARSER(parseBroadcast)},
         {"StaticShapeNonMaxSuppression",                       LAYER_PARSER(parseStaticShapeNMS)},
         {"StaticShapeReshape",                                 LAYER_PARSER(parseReshape)},
-    }} {}
+    }} {
+        VPU_THROW_UNLESS(_core != nullptr, "Argument core is null");
+    }
 
 ModelPtr FrontEnd::buildInitialModel(ie::ICNNNetwork& network) {
     VPU_PROFILE(buildInitialModel);
diff --git a/inference-engine/src/vpu/graph_transformer/src/graph_transformer.cpp b/inference-engine/src/vpu/graph_transformer/src/graph_transformer.cpp
index b75255c2e41d72..85c845b9816824 100644
--- a/inference-engine/src/vpu/graph_transformer/src/graph_transformer.cpp
+++ b/inference-engine/src/vpu/graph_transformer/src/graph_transformer.cpp
@@ -138,14 +138,15 @@ void CompileEnv::free() {
 
 namespace {
 
-CompiledGraph::Ptr compileImpl(ie::ICNNNetwork& network) {
+CompiledGraph::Ptr compileImpl(ie::ICNNNetwork& network,
+                               const ie::ICore* core) {
     const auto& env = CompileEnv::get();
 
     env.log->debug("Compile network [%s]", network.getName());
     VPU_LOGGER_SECTION(env.log);
 
     auto stageBuilder = std::make_shared<StageBuilder>();
-    auto frontEnd = std::make_shared<FrontEnd>(stageBuilder);
+    auto frontEnd = std::make_shared<FrontEnd>(stageBuilder, core);
     auto backEnd = std::make_shared<BackEnd>();
     auto passManager = std::make_shared<PassManager>(stageBuilder, backEnd);
 
@@ -190,7 +191,8 @@ CompiledGraph::Ptr compileNetwork(
         ie::ICNNNetwork& network,
         Platform platform,
         const CompilationConfig& config,
-        const Logger::Ptr& log) {
+        const Logger::Ptr& log,
+        const ie::ICore* core) {
     CompileEnv::init(platform, config, log);
     AutoScope autoDeinit([] {
         CompileEnv::free();
@@ -198,7 +200,7 @@ CompiledGraph::Ptr compileNetwork(
 
     VPU_PROFILE(compileNetwork);
 
-    return compileImpl(network);
+    return compileImpl(network, core);
 }
 
 CompiledGraph::Ptr compileModel(
@@ -218,7 +220,8 @@ CompiledGraph::Ptr compileModel(
 
 CompiledGraph::Ptr compileSubNetwork(
         ie::ICNNNetwork& network,
-        const CompilationConfig& subConfig) {
+        const CompilationConfig& subConfig,
+        const ie::ICore* core) {
     VPU_PROFILE(compileSubNetwork);
 
     const auto& env = CompileEnv::get();
@@ -230,7 +233,7 @@ CompiledGraph::Ptr compileSubNetwork(
 
     CompileEnv::updateConfig(subConfig);
 
-    return compileImpl(network);
+    return compileImpl(network, core);
 }
 
 //
@@ -241,7 +244,8 @@ std::set<std::string> getSupportedLayers(
         const ie::ICNNNetwork& network,
         Platform platform,
         const CompilationConfig& config,
-        const Logger::Ptr& log) {
+        const Logger::Ptr& log,
+        const ie::ICore* core) {
     CompileEnv::init(platform, config, log);
     AutoScope autoDeinit([] {
         CompileEnv::free();
@@ -250,7 +254,7 @@ std::set<std::string> getSupportedLayers(
     VPU_PROFILE(getSupportedLayers);
 
     auto stageBuilder = std::make_shared<StageBuilder>();
-    auto frontEnd = std::make_shared<FrontEnd>(stageBuilder);
+    auto frontEnd = std::make_shared<FrontEnd>(stageBuilder, core);
 
     auto clonedNetworkImpl = ie::cloneNet(network);
 
diff --git a/inference-engine/src/vpu/graph_transformer/src/stages/mtcnn.cpp b/inference-engine/src/vpu/graph_transformer/src/stages/mtcnn.cpp
index f4be0abae13147..8d7d90a28a7082 100644
--- a/inference-engine/src/vpu/graph_transformer/src/stages/mtcnn.cpp
+++ b/inference-engine/src/vpu/graph_transformer/src/stages/mtcnn.cpp
@@ -107,14 +107,14 @@ std::pair<int, int> getResolution(const std::string& str) {
 
 ie::CNNNetwork loadSubNetwork(
         const std::string& fileName,
-        const std::pair<int, int>& imgSize, int* zdir_batchsize = nullptr) {
+        const std::pair<int, int>& imgSize,
+        const ie::ICore* core,
+        int* zdir_batchsize = nullptr) {
     //
     // Load network
     //
 
-    // ticket 30632 : replace with ICore interface
-    InferenceEngine::Core reader;
-    auto network = reader.ReadNetwork(fileName);
+    auto network = core->ReadNetwork(fileName, std::string());
 
     //
     // Set precision of input/output
@@ -206,8 +206,8 @@ void FrontEnd::parseMTCNN(const Model& model, const ie::CNNLayerPtr& layer, cons
 
     // Convert p-nets
     for (const auto& p_net_input : pyramid) {
-        auto pNet = loadSubNetwork(pnet_ir_name, p_net_input);
-        auto res = compileSubNetwork(pNet, env.config);
+        auto pNet = loadSubNetwork(pnet_ir_name, p_net_input, _core);
+        auto res = compileSubNetwork(pNet, env.config, _core);
         mergedBlobSize += res->blob.size();
         compiledSubNetworks.emplace_back(std::move(res));
     }
@@ -215,16 +215,16 @@ void FrontEnd::parseMTCNN(const Model& model, const ie::CNNLayerPtr& layer, cons
     int stage2_zdir_batchsize = 1;
     // Convert r-net
     {
-        auto rNet = loadSubNetwork(rnet_ir_name, r_net_input, &stage2_zdir_batchsize);
-        auto res = compileSubNetwork(rNet, env.config);
+        auto rNet = loadSubNetwork(rnet_ir_name, r_net_input, _core, &stage2_zdir_batchsize);
+        auto res = compileSubNetwork(rNet, env.config, _core);
         mergedBlobSize += res->blob.size();
         compiledSubNetworks.emplace_back(std::move(res));
     }
 
     // Convert o-net
     {
-        auto oNet = loadSubNetwork(onet_ir_name, o_net_input);
-        auto res = compileSubNetwork(oNet, env.config);
+        auto oNet = loadSubNetwork(onet_ir_name, o_net_input, _core);
+        auto res = compileSubNetwork(oNet, env.config, _core);
         mergedBlobSize += res->blob.size();
         compiledSubNetworks.emplace_back(std::move(res));
     }
diff --git a/inference-engine/src/vpu/myriad_plugin/myriad_executable_network.cpp b/inference-engine/src/vpu/myriad_plugin/myriad_executable_network.cpp
index ea29b5b43cd63b..803fd3927d4218 100644
--- a/inference-engine/src/vpu/myriad_plugin/myriad_executable_network.cpp
+++ b/inference-engine/src/vpu/myriad_plugin/myriad_executable_network.cpp
@@ -24,8 +24,10 @@ namespace MyriadPlugin {
 ExecutableNetwork::ExecutableNetwork(
         std::shared_ptr<IMvnc> mvnc,
         std::vector<DevicePtr>& devicePool,
-        const MyriadConfig& config) :
-            _config(config) {
+        const MyriadConfig& config,
+        const ie::ICore* core) :
+            _config(config),
+            _core(core) {
     VPU_PROFILE(ExecutableNetwork);
 
     _log = std::make_shared<Logger>(
@@ -53,8 +55,9 @@ ExecutableNetwork::ExecutableNetwork(
         ICNNNetwork& network,
         std::shared_ptr<IMvnc> mvnc,
         std::vector<DevicePtr>& devicePool,
-        const MyriadConfig& config) :
-            ExecutableNetwork(std::move(mvnc), devicePool, config) {
+        const MyriadConfig& config,
+        const ie::ICore* core) :
+            ExecutableNetwork(std::move(mvnc), devicePool, config, core) {
     VPU_PROFILE(ExecutableNetwork);
 
     const auto compilerLog = std::make_shared<Logger>(
@@ -68,7 +71,8 @@ ExecutableNetwork::ExecutableNetwork(
         network,
         static_cast<Platform>(_device->_platform),
         _config.compileConfig(),
-        compilerLog);
+        compilerLog,
+        core);
 
     _actualNumExecutors = compiledGraph->numExecutors;
     _graphBlob = std::move(compiledGraph->blob);
@@ -146,8 +150,9 @@ void ExecutableNetwork::Import(std::istream& strm,
 ExecutableNetwork::ExecutableNetwork(std::istream& strm,
                                std::shared_ptr<IMvnc> mvnc,
                                std::vector<DevicePtr> &devicePool,
-                               const MyriadConfig& config) :
-    ExecutableNetwork(std::move(mvnc), devicePool, config) {
+                               const MyriadConfig& config,
+                               const ie::ICore* core) :
+    ExecutableNetwork(std::move(mvnc), devicePool, config, core) {
     VPU_PROFILE(ExecutableNetwork);
     Import(strm, devicePool, config);
 }
@@ -156,8 +161,9 @@ ExecutableNetwork::ExecutableNetwork(
         const std::string& blobFilename,
         std::shared_ptr<IMvnc> mvnc,
         std::vector<DevicePtr>& devicePool,
-        const MyriadConfig& config) :
-    ExecutableNetwork(std::move(mvnc), devicePool, config) {
+        const MyriadConfig& config,
+        const ie::ICore* core) :
+    ExecutableNetwork(std::move(mvnc), devicePool, config, core) {
     VPU_PROFILE(ExecutableNetwork);
     std::ifstream blobFile{blobFilename, std::ios::binary};
     Import(blobFile, devicePool, config);
diff --git a/inference-engine/src/vpu/myriad_plugin/myriad_executable_network.h b/inference-engine/src/vpu/myriad_plugin/myriad_executable_network.h
index 1e106c06cbc6ab..85381b586c04ce 100644
--- a/inference-engine/src/vpu/myriad_plugin/myriad_executable_network.h
+++ b/inference-engine/src/vpu/myriad_plugin/myriad_executable_network.h
@@ -35,17 +35,20 @@ class ExecutableNetwork : public InferenceEngine::ExecutableNetworkThreadSafeDef
     explicit ExecutableNetwork(InferenceEngine::ICNNNetwork &network,
                                std::shared_ptr<IMvnc> mvnc,
                                std::vector<DevicePtr> &devicePool,
-                               const MyriadConfig& config);
+                               const MyriadConfig& config,
+                               const ie::ICore* core);
 
     explicit ExecutableNetwork(std::istream& strm,
                                std::shared_ptr<IMvnc> mvnc,
                                std::vector<DevicePtr> &devicePool,
-                               const MyriadConfig& config);
+                               const MyriadConfig& config,
+                               const ie::ICore* core);
 
     explicit ExecutableNetwork(const std::string &blobFilename,
                                std::shared_ptr<IMvnc> mvnc,
                                std::vector<DevicePtr> &devicePool,
-                               const MyriadConfig& config);
+                               const MyriadConfig& config,
+                               const ie::ICore* core);
 
 
     virtual ~ExecutableNetwork() {
@@ -120,6 +123,7 @@ class ExecutableNetwork : public InferenceEngine::ExecutableNetworkThreadSafeDef
     DevicePtr _device;
     GraphMetaInfo _graphMetaData;
     MyriadConfig _config;
+    const ie::ICore* _core;
     int _actualNumExecutors = 0;
     std::vector<std::string> _supportedMetrics;
 
@@ -131,7 +135,8 @@ class ExecutableNetwork : public InferenceEngine::ExecutableNetworkThreadSafeDef
 
     ExecutableNetwork(std::shared_ptr<IMvnc> mvnc,
         std::vector<DevicePtr> &devicePool,
-        const MyriadConfig& config);
+        const MyriadConfig& config,
+        const ie::ICore* core);
 
     InferenceEngine::ITaskExecutor::Ptr getNextTaskExecutor() {
         std::string id = _taskExecutorGetResultIds.front();
diff --git a/inference-engine/src/vpu/myriad_plugin/myriad_plugin.cpp b/inference-engine/src/vpu/myriad_plugin/myriad_plugin.cpp
index bc756d7a62085a..be3a3f18046fcc 100644
--- a/inference-engine/src/vpu/myriad_plugin/myriad_plugin.cpp
+++ b/inference-engine/src/vpu/myriad_plugin/myriad_plugin.cpp
@@ -46,7 +46,7 @@ ExecutableNetworkInternal::Ptr Engine::LoadExeNetworkImpl(
         vpu::EliminateShapeOfAfterDSR().run_on_function(function);
     }
 
-    return std::make_shared<ExecutableNetwork>(*clonedNetwork, _mvnc, _devicePool, parsedConfigCopy);
+    return std::make_shared<ExecutableNetwork>(*clonedNetwork, _mvnc, _devicePool, parsedConfigCopy, GetCore());
 }
 
 void Engine::SetConfig(const std::map<std::string, std::string> &config) {
@@ -96,7 +96,8 @@ void Engine::QueryNetwork(
         network,
         static_cast<Platform>(parsedConfigCopy.platform()),
         parsedConfigCopy.compileConfig(),
-        log);
+        log,
+        GetCore());
 
     for (const auto& layerName : layerNames) {
         res.supportedLayersMap.insert({ layerName, GetName() });
@@ -134,7 +135,7 @@ InferenceEngine::ExecutableNetwork Engine::ImportNetwork(
 
     const auto executableNetwork =
             std::make_shared<ExecutableNetwork>(
-                model, _mvnc, _devicePool, parsedConfigCopy);
+                model, _mvnc, _devicePool, parsedConfigCopy, GetCore());
 
     return InferenceEngine::ExecutableNetwork{IExecutableNetwork::Ptr(
         new ExecutableNetworkBase<ExecutableNetworkInternal>(executableNetwork),