diff --git a/src/plugins/intel_cpu/src/graph.cpp b/src/plugins/intel_cpu/src/graph.cpp
index 4f3bf381d20720..183ed6a6d6ac49 100644
--- a/src/plugins/intel_cpu/src/graph.cpp
+++ b/src/plugins/intel_cpu/src/graph.cpp
@@ -39,6 +39,7 @@
 #include "utils/node_dumper.h"
 #include "utils/verbose.h"
 #include "utils/precision_support.h"
+#include "utils/profiler.hpp"
 
 #include <oneapi/dnnl/dnnl.hpp>
 #include "common/primitive_desc_iface.hpp"
@@ -1030,6 +1031,7 @@ bool Graph::ProcessDynNodes() {
 }
 
 void Graph::PushInputData(const std::size_t& index, const ov::SoPtr<ITensor>& input) {
+    PROFILE(_prof, "Graph::PushInputData");
     if (!IsReady()) OPENVINO_THROW("Wrong state. Topology not ready.");
     auto input_itr = inputNodesMap.find(index);
     if (input_itr != inputNodesMap.end()) {
@@ -1062,6 +1064,7 @@ void Graph::PushInputData(const std::size_t& index, const ov::SoPtr<ITensor>& in
 
 // suppose always being shared infer_request intel_cpu::Tensor to Graph if isDynamic.
 void Graph::PullOutputData(std::unordered_map<std::size_t, ov::SoPtr<ITensor>>& output) {
+    PROFILE(_prof, "Graph::PullOutputData");
     if (!IsReady())
         OPENVINO_THROW("Wrong state. Topology not ready.");
 
@@ -1362,6 +1365,7 @@ void Graph::InferDynamic(SyncInferRequest* request, UpdateStrategy&& update) {
             VERBOSE(node, getConfig().debugCaps.verbose);
             PERF(node, getConfig().collectPerfCounters);
 
+            PROFILE(_prof, node->getTypeStr(), node->getName());
             if (request)
                 request->throw_if_canceled();
             try {
@@ -1474,7 +1478,8 @@ void Graph::Infer(SyncInferRequest* request) {
         OPENVINO_ASSERT(IsReady(), "Wrong state of the ov::intel_cpu::Graph. Topology is not ready: ", static_cast<int>(status));
     }
 
-    if (infer_count != -1) infer_count++;
+    // if (infer_count != -1) infer_count++;
+    infer_count++;
 }
 
 void Graph::SortTopologically() {
diff --git a/src/plugins/intel_cpu/src/node.cpp b/src/plugins/intel_cpu/src/node.cpp
index 326b3e907dcc8f..78249a33569647 100644
--- a/src/plugins/intel_cpu/src/node.cpp
+++ b/src/plugins/intel_cpu/src/node.cpp
@@ -35,6 +35,7 @@
 #include "memory_desc/dnnl_blocked_memory_desc.h"
 #include <common/primitive_desc.hpp>
 #include <common/primitive_desc_iface.hpp>
+#include "utils/profiler.hpp"
 
 using namespace dnnl;
 using namespace openvino;
@@ -551,6 +552,7 @@ void Node::updateShapes() {
                     getName());
         try {
             if (needShapeInfer()) {
+                PROFILE(_prof, "updateShape", getName());
                 auto result = shapeInfer();
                 if (ShapeInferStatus::success == result.status) {
                     redefineOutputMemory(result.dims);
@@ -568,6 +570,7 @@ void Node::updateDynamicParams() {
                     " with name: ",
                     getName());
     try {
+        PROFILE(_prof, "updateDynamicParams", getName());
         if (isExecutable()) {
             if (needPrepareParams()) {
                 OPENVINO_ASSERT(inputShapesDefined(),
diff --git a/src/plugins/intel_cpu/src/utils/profiler.cpp b/src/plugins/intel_cpu/src/utils/profiler.cpp
new file mode 100644
index 00000000000000..e15b47c7faff21
--- /dev/null
+++ b/src/plugins/intel_cpu/src/utils/profiler.cpp
@@ -0,0 +1,165 @@
+// Copyright (C) 2018-2022 Intel Corporation
+// SPDX-License-Identifier: Apache-2.0
+//
+#include "profiler.hpp"
+
+#include <algorithm>
+#include <cassert>
+#include <cmath>
+#include <fstream>
+#include <iostream>
+#include <map>
+#include <numeric>
+#include <set>
+#include <sstream>
+#include <stdexcept>
+#include <string>
+#include <vector>
+
+#ifdef OV_CPU_WITH_PROFILER
+namespace ov {
+namespace intel_cpu {
+
+uint64_t tsc_ticks_per_second;
+uint64_t tsc_ticks_base;
+inline uint64_t tsc_to_usec(uint64_t tsc_ticks) {
+    return (tsc_ticks - tsc_ticks_base) * 1000000 / tsc_ticks_per_second;
+}
+
+void init_tsc() {
+    static std::once_flag flag;
+    std::call_once(flag, []() {
+        uint64_t start_ticks = __rdtsc();
+        std::this_thread::sleep_for(std::chrono::seconds(1));
+        tsc_ticks_per_second = (__rdtsc() - start_ticks);
+        std::cout << "[OV_CPU_PROFILE] tsc_ticks_per_second = " << tsc_ticks_per_second << std::endl;
+        tsc_ticks_base = __rdtsc();
+    });
+}
+
+// to minimize the overhead of profiler when it's not being enabled,
+// the inst is not put inside a singleton function to save extra
+// cost in multi-threading safety checks.
+
+struct chromeTrace {
+    std::ostream& os;
+    int fake_tid;
+    uint64_t ts;
+    chromeTrace(std::ostream& os, int fake_tid) : os(os), fake_tid(fake_tid) {}
+    void addCompleteEvent(std::string name,
+                          std::string cat,
+                          uint64_t start,
+                          uint64_t dur) {
+        // chrome tracing will show & group-by to name, so we use cat as name
+        os << "{\"ph\": \"X\", \"name\": \"" << cat << "\", \"cat\":\"" << name << "\","
+           << "\"pid\": " << fake_tid << ", \"tid\": 0,"
+           << "\"ts\": " << start << ", \"dur\": " << dur << "},\n";
+    }
+};
+
+thread_local ProfilerManager profilerManagerInstance;
+
+static std::atomic_int totalProfilerManagers{0};
+
+void ProfileData::record_end(ProfileData* p) {
+    p->end = __rdtsc();
+}
+
+bool not_finalized = true;
+
+struct ProfilerManagerFinalizer {
+    std::mutex g_mutex;
+    std::set<ProfilerManager*> all_managers;
+    const char* dump_file_name = "ov_profile.json";
+    bool dump_file_over = false;
+
+    ~ProfilerManagerFinalizer() {
+        if (not_finalized)
+            finalize();
+    }
+
+    void finalize() {
+        if (!not_finalized)
+            return;
+
+        std::lock_guard<std::mutex> guard(g_mutex);
+        if (dump_file_over || all_managers.empty())
+            return;
+
+        // start dump
+        std::ofstream fw;
+        fw.open(dump_file_name, std::ios::out);
+        fw << "{\n";
+        fw << "\"schemaVersion\": 1,\n";
+        fw << "\"traceEvents\": [\n";
+        fw.flush();
+
+        for (auto& pthis : all_managers) {
+            if (!pthis->enabled)
+                continue;
+            auto data_size = pthis->all_data.size();
+            if (!data_size)
+                continue;
+
+            // open output file
+            chromeTrace ct(fw, pthis->serial);
+            for (auto& d : pthis->all_data) {
+                ct.addCompleteEvent(d.name,
+                                    d.cat,
+                                    tsc_to_usec(d.start),
+                                    tsc_to_usec(d.end) - tsc_to_usec(d.start));
+            }
+            pthis->all_data.clear();
+            std::cout << "[OV_CPU_PROFILE] #" << pthis->serial << "(" << pthis << ") finalize: dumpped "
+                      << data_size << std::endl;
+        }
+        all_managers.clear();
+
+        fw << R"({
+            "name": "Profiler End",
+            "ph": "i",
+            "s": "g",
+            "pid": "Traces",
+            "tid": "Trace OV Profiler",
+            "ts":)"
+           << tsc_to_usec(__rdtsc()) << "}",
+            fw << "]\n";
+        fw << "}\n";
+        auto total_size = fw.tellp();
+        fw.close();
+        dump_file_over = true;
+        not_finalized = false;
+        std::cout << "[OV_CPU_PROFILE] Dumpped " << total_size / (1024 * 1024) << " (MB) to " << dump_file_name
+                  << std::endl;
+    }
+
+    void register_manager(ProfilerManager* pthis) {
+        std::lock_guard<std::mutex> guard(g_mutex);
+        std::stringstream ss;
+        ss << "[OV_CPU_PROFILE] #" << pthis->serial << "(" << this << ") : is registed." << std::endl;
+        std::cout << ss.str();
+        all_managers.emplace(pthis);
+    }
+} finalizer;
+
+ProfilerManager::ProfilerManager() {
+    const char* str_enable = std::getenv("OV_CPU_PROFILE");
+    if (!str_enable)
+        str_enable = "0";
+    enabled = atoi(str_enable) > 0;
+    if (enabled) {
+        init_tsc();
+        tid = std::this_thread::get_id();
+        serial = totalProfilerManagers.fetch_add(1);
+        finalizer.register_manager(this);
+    }
+}
+
+ProfilerManager::~ProfilerManager() {
+    if (not_finalized)
+        finalizer.finalize();
+}
+
+}  // namespace intel_cpu
+}  // namespace ov
+#endif
\ No newline at end of file
diff --git a/src/plugins/intel_cpu/src/utils/profiler.hpp b/src/plugins/intel_cpu/src/utils/profiler.hpp
new file mode 100644
index 00000000000000..47686b6a74818e
--- /dev/null
+++ b/src/plugins/intel_cpu/src/utils/profiler.hpp
@@ -0,0 +1,83 @@
+// Copyright (C) 2018-2022 Intel Corporation
+// SPDX-License-Identifier: Apache-2.0
+//
+
+#pragma once
+#define OV_CPU_WITH_PROFILER
+#ifdef OV_CPU_WITH_PROFILER
+
+#include <atomic>
+#include <chrono>
+#include <cstddef>
+#include <deque>
+#include <fstream>
+#include <functional>
+#include <iostream>
+#include <map>
+#include <memory>
+#include <mutex>
+#include <thread>
+#include <vector>
+
+extern "C" {
+#ifdef _WIN32
+#    include <intrin.h>
+#else
+#    include <x86intrin.h>
+#endif
+}
+
+namespace ov {
+namespace intel_cpu {
+
+struct ProfileData {
+    uint64_t start;
+    uint64_t end;
+    std::string cat;
+    std::string name;
+
+    ProfileData(const std::string& cat, const std::string& name) : cat(cat), name(name) {
+        start = __rdtsc();
+    }
+    static void record_end(ProfileData* p);
+};
+
+typedef std::unique_ptr<ProfileData, void (*)(ProfileData*)> ProfileDataHandle;
+
+class chromeTrace;
+struct ProfilerManagerFinalizer;
+
+class ProfilerManager {
+    bool enabled;
+    std::deque<ProfileData> all_data;
+    std::thread::id tid;
+    int serial;
+
+public:
+    ProfilerManager();
+    ~ProfilerManager();
+
+    ProfileDataHandle startProfile(const std::string& cat, const std::string& name = {}) {
+        if (!enabled) {
+            return ProfileDataHandle(nullptr, [](ProfileData*) {});
+        }
+        all_data.emplace_back(cat, name);
+        return ProfileDataHandle(&all_data.back(), ProfileData::record_end);
+    }
+
+    friend class ProfilerManagerFinalizer;
+};
+
+extern thread_local ProfilerManager profilerManagerInstance;
+
+}  // namespace intel_cpu
+}  // namespace ov
+
+#    define PROFILE(var_name, ...)                                         \
+        auto var_name = ov::intel_cpu::profilerManagerInstance.startProfile(__VA_ARGS__); \
+        (void)var_name;
+#else
+
+#    define PROFILE(var_name, ...)
+
+#endif
\ No newline at end of file