diff --git a/node.gyp b/node.gyp
index d89296246c3f84..1ee29f18647990 100644
--- a/node.gyp
+++ b/node.gyp
@@ -423,6 +423,8 @@
         'src/node_revert.h',
         'src/node_i18n.h',
         'src/node_worker.h',
+        'src/memory_tracker.h',
+        'src/memory_tracker-inl.h',
         'src/pipe_wrap.h',
         'src/tty_wrap.h',
         'src/tcp_wrap.h',
diff --git a/src/async_wrap.cc b/src/async_wrap.cc
index 89e82b9ce364b6..e98dca3c56651b 100644
--- a/src/async_wrap.cc
+++ b/src/async_wrap.cc
@@ -76,14 +76,22 @@ class RetainedAsyncInfo: public RetainedObjectInfo {
  private:
   const char* label_;
   const AsyncWrap* wrap_;
-  const int length_;
+  const size_t length_;
 };
 
 
+static int OwnMemory(AsyncWrap* async_wrap) {
+  MemoryTracker tracker;
+  tracker.set_track_only_self(true);
+  tracker.Track(async_wrap);
+  return tracker.accumulated_size();
+}
+
+
 RetainedAsyncInfo::RetainedAsyncInfo(uint16_t class_id, AsyncWrap* wrap)
     : label_(provider_names[class_id - NODE_ASYNC_ID_OFFSET]),
       wrap_(wrap),
-      length_(wrap->self_size()) {
+      length_(OwnMemory(wrap)) {
 }
 
 
@@ -147,7 +155,9 @@ struct AsyncWrapObject : public AsyncWrap {
   inline AsyncWrapObject(Environment* env, Local<Object> object,
                          ProviderType type) : AsyncWrap(env, object, type) {}
 
-  inline size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 };
 
 
@@ -252,7 +262,10 @@ class PromiseWrap : public AsyncWrap {
       : AsyncWrap(env, object, PROVIDER_PROMISE, -1, silent) {
     MakeWeak();
   }
-  size_t self_size() const override { return sizeof(*this); }
+
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
   static constexpr int kPromiseField = 1;
   static constexpr int kIsChainedPromiseField = 2;
diff --git a/src/async_wrap.h b/src/async_wrap.h
index 64b74ac209607b..ef3a5934893d7f 100644
--- a/src/async_wrap.h
+++ b/src/async_wrap.h
@@ -173,7 +173,6 @@ class AsyncWrap : public BaseObject {
       int argc,
       v8::Local<v8::Value>* argv);
 
-  virtual size_t self_size() const = 0;
   virtual std::string diagnostic_name() const;
 
   static void WeakCallback(const v8::WeakCallbackInfo<DestroyParam> &info);
diff --git a/src/base_object-inl.h b/src/base_object-inl.h
index 06a29223973c5d..d067a807cb8e14 100644
--- a/src/base_object-inl.h
+++ b/src/base_object-inl.h
@@ -61,11 +61,11 @@ Persistent<v8::Object>& BaseObject::persistent() {
 }
 
 
-v8::Local<v8::Object> BaseObject::object() {
+v8::Local<v8::Object> BaseObject::object() const {
   return PersistentToLocal(env_->isolate(), persistent_handle_);
 }
 
-v8::Local<v8::Object> BaseObject::object(v8::Isolate* isolate) {
+v8::Local<v8::Object> BaseObject::object(v8::Isolate* isolate) const {
   v8::Local<v8::Object> handle = object();
 #ifdef DEBUG
   CHECK_EQ(handle->CreationContext()->GetIsolate(), isolate);
@@ -91,12 +91,6 @@ T* BaseObject::FromJSObject(v8::Local<v8::Object> object) {
 }
 
 
-void BaseObject::DeleteMe(void* data) {
-  BaseObject* self = static_cast<BaseObject*>(data);
-  delete self;
-}
-
-
 void BaseObject::MakeWeak() {
   persistent_handle_.SetWeak(
       this,
diff --git a/src/base_object.h b/src/base_object.h
index 38291d598feb1c..e0f3f27950e7d0 100644
--- a/src/base_object.h
+++ b/src/base_object.h
@@ -25,6 +25,7 @@
 #if defined(NODE_WANT_INTERNALS) && NODE_WANT_INTERNALS
 
 #include "node_persistent.h"
+#include "memory_tracker-inl.h"
 #include "v8.h"
 #include <type_traits>  // std::remove_reference
 
@@ -32,7 +33,7 @@ namespace node {
 
 class Environment;
 
-class BaseObject {
+class BaseObject : public MemoryRetainer {
  public:
   // Associates this object with `object`. It uses the 0th internal field for
   // that, and in particular aborts if there is no such field.
@@ -41,11 +42,11 @@ class BaseObject {
 
   // Returns the wrapped object.  Returns an empty handle when
   // persistent.IsEmpty() is true.
-  inline v8::Local<v8::Object> object();
+  inline v8::Local<v8::Object> object() const;
 
   // Same as the above, except it additionally verifies that this object
   // is associated with the passed Isolate in debug mode.
-  inline v8::Local<v8::Object> object(v8::Isolate* isolate);
+  inline v8::Local<v8::Object> object(v8::Isolate* isolate) const;
 
   inline Persistent<v8::Object>& persistent();
 
@@ -75,7 +76,9 @@ class BaseObject {
  private:
   BaseObject();
 
-  static inline void DeleteMe(void* data);
+  v8::Local<v8::Object> WrappedObject() const override;
+  bool IsRootNode() const override;
+  static void DeleteMe(void* data);
 
   // persistent_handle_ needs to be at a fixed offset from the start of the
   // class because it is used by src/node_postmortem_metadata.cc to calculate
@@ -83,6 +86,8 @@ class BaseObject {
   // position of members in memory are predictable. For more information please
   // refer to `doc/guides/node-postmortem-support.md`
   friend int GenDebugSymbols();
+  friend class Environment;
+
   Persistent<v8::Object> persistent_handle_;
   Environment* env_;
 };
diff --git a/src/cares_wrap.cc b/src/cares_wrap.cc
index 3cf1d434d3ca71..69a3d46668193a 100644
--- a/src/cares_wrap.cc
+++ b/src/cares_wrap.cc
@@ -121,10 +121,12 @@ inline const char* ToErrorCodeString(int status) {
 
 class ChannelWrap;
 
-struct node_ares_task {
+struct node_ares_task : public MemoryRetainer {
   ChannelWrap* channel;
   ares_socket_t sock;
   uv_poll_t poll_watcher;
+
+  void MemoryInfo(MemoryTracker* tracker) const override;
 };
 
 struct TaskHash {
@@ -167,7 +169,12 @@ class ChannelWrap : public AsyncWrap {
   inline int active_query_count() { return active_query_count_; }
   inline node_ares_task_list* task_list() { return &task_list_; }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    if (timer_handle_ != nullptr)
+      tracker->TrackFieldWithSize("timer handle", sizeof(*timer_handle_));
+    tracker->TrackField("task list", task_list_);
+  }
 
   static void AresTimeout(uv_timer_t* handle);
 
@@ -181,6 +188,11 @@ class ChannelWrap : public AsyncWrap {
   node_ares_task_list task_list_;
 };
 
+void node_ares_task::MemoryInfo(MemoryTracker* tracker) const {
+  tracker->TrackThis(this);
+  tracker->TrackField("channel", channel);
+}
+
 ChannelWrap::ChannelWrap(Environment* env,
                          Local<Object> object)
   : AsyncWrap(env, object, PROVIDER_DNSCHANNEL),
@@ -209,7 +221,10 @@ class GetAddrInfoReqWrap : public ReqWrap<uv_getaddrinfo_t> {
                      Local<Object> req_wrap_obj,
                      bool verbatim);
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
   bool verbatim() const { return verbatim_; }
 
  private:
@@ -228,7 +243,9 @@ class GetNameInfoReqWrap : public ReqWrap<uv_getnameinfo_t> {
  public:
   GetNameInfoReqWrap(Environment* env, Local<Object> req_wrap_obj);
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 };
 
 GetNameInfoReqWrap::GetNameInfoReqWrap(Environment* env,
@@ -270,13 +287,13 @@ void ares_poll_cb(uv_poll_t* watcher, int status, int events) {
 
 void ares_poll_close_cb(uv_poll_t* watcher) {
   node_ares_task* task = ContainerOf(&node_ares_task::poll_watcher, watcher);
-  free(task);
+  delete task;
 }
 
 
 /* Allocates and returns a new node_ares_task */
 node_ares_task* ares_task_create(ChannelWrap* channel, ares_socket_t sock) {
-  auto task = node::UncheckedMalloc<node_ares_task>(1);
+  auto task = new node_ares_task();
 
   if (task == nullptr) {
     /* Out of memory. */
@@ -1172,7 +1189,9 @@ class QueryAnyWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(unsigned char* buf, int len) override {
@@ -1349,7 +1368,9 @@ class QueryAWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(unsigned char* buf, int len) override {
@@ -1393,7 +1414,9 @@ class QueryAaaaWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(unsigned char* buf, int len) override {
@@ -1437,7 +1460,9 @@ class QueryCnameWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(unsigned char* buf, int len) override {
@@ -1468,7 +1493,9 @@ class QueryMxWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(unsigned char* buf, int len) override {
@@ -1499,7 +1526,9 @@ class QueryNsWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(unsigned char* buf, int len) override {
@@ -1530,7 +1559,9 @@ class QueryTxtWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(unsigned char* buf, int len) override {
@@ -1560,7 +1591,9 @@ class QuerySrvWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(unsigned char* buf, int len) override {
@@ -1589,7 +1622,9 @@ class QueryPtrWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(unsigned char* buf, int len) override {
@@ -1620,7 +1655,9 @@ class QueryNaptrWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(unsigned char* buf, int len) override {
@@ -1650,7 +1687,9 @@ class QuerySoaWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(unsigned char* buf, int len) override {
@@ -1729,7 +1768,9 @@ class GetHostByAddrWrap: public QueryWrap {
     return 0;
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   void Parse(struct hostent* host) override {
diff --git a/src/connect_wrap.h b/src/connect_wrap.h
index 80eae7f9bb8290..587e4c6b0593e5 100644
--- a/src/connect_wrap.h
+++ b/src/connect_wrap.h
@@ -16,7 +16,9 @@ class ConnectWrap : public ReqWrap<uv_connect_t> {
               v8::Local<v8::Object> req_wrap_obj,
               AsyncWrap::ProviderType provider);
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 };
 
 }  // namespace node
diff --git a/src/env.cc b/src/env.cc
index 4d7008df36d41b..30bc85559a9a0a 100644
--- a/src/env.cc
+++ b/src/env.cc
@@ -734,4 +734,18 @@ void Environment::stop_sub_worker_contexts() {
   }
 }
 
+// Not really any better place than env.cc at this moment.
+void BaseObject::DeleteMe(void* data) {
+  BaseObject* self = static_cast<BaseObject*>(data);
+  delete self;
+}
+
+Local<Object> BaseObject::WrappedObject() const {
+  return object();
+}
+
+bool BaseObject::IsRootNode() const {
+  return !persistent_handle_.IsWeak();
+}
+
 }  // namespace node
diff --git a/src/fs_event_wrap.cc b/src/fs_event_wrap.cc
index 164614ae81145f..7587ace8e3ce70 100644
--- a/src/fs_event_wrap.cc
+++ b/src/fs_event_wrap.cc
@@ -56,7 +56,10 @@ class FSEventWrap: public HandleWrap {
   static void New(const FunctionCallbackInfo<Value>& args);
   static void Start(const FunctionCallbackInfo<Value>& args);
   static void GetInitialized(const FunctionCallbackInfo<Value>& args);
-  size_t self_size() const override { return sizeof(*this); }
+
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  private:
   static const encoding kDefaultEncoding = UTF8;
diff --git a/src/inspector_js_api.cc b/src/inspector_js_api.cc
index 96b064e495a01a..9a74f4d1098c29 100644
--- a/src/inspector_js_api.cc
+++ b/src/inspector_js_api.cc
@@ -103,7 +103,11 @@ class JSBindingsConnection : public AsyncWrap {
     }
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("callback", callback_);
+    tracker->TrackFieldWithSize("session", sizeof(*session_));
+  }
 
  private:
   std::unique_ptr<InspectorSession> session_;
diff --git a/src/js_stream.h b/src/js_stream.h
index b47a91a653ba7e..f3406ae83ee560 100644
--- a/src/js_stream.h
+++ b/src/js_stream.h
@@ -27,7 +27,9 @@ class JSStream : public AsyncWrap, public StreamBase {
               size_t count,
               uv_stream_t* send_handle) override;
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  protected:
   JSStream(Environment* env, v8::Local<v8::Object> obj);
diff --git a/src/memory_tracker-inl.h b/src/memory_tracker-inl.h
new file mode 100644
index 00000000000000..758223492f6e71
--- /dev/null
+++ b/src/memory_tracker-inl.h
@@ -0,0 +1,107 @@
+#ifndef SRC_MEMORY_TRACKER_INL_H_
+#define SRC_MEMORY_TRACKER_INL_H_
+
+#if defined(NODE_WANT_INTERNALS) && NODE_WANT_INTERNALS
+
+#include "memory_tracker.h"
+
+namespace node {
+
+template <typename T>
+void MemoryTracker::TrackThis(const T* obj) {
+  accumulated_size_ += sizeof(T);
+}
+
+void MemoryTracker::TrackFieldWithSize(const char* name, size_t size) {
+  accumulated_size_ += size;
+}
+
+void MemoryTracker::TrackField(const char* name, const MemoryRetainer& value) {
+  TrackField(name, &value);
+}
+
+void MemoryTracker::TrackField(const char* name, const MemoryRetainer* value) {
+  if (track_only_self_ || value == nullptr || seen_.count(value) > 0) return;
+  seen_.insert(value);
+  Track(value);
+}
+
+template <typename T>
+void MemoryTracker::TrackField(const char* name,
+                               const std::unique_ptr<T>& value) {
+  TrackField(name, value.get());
+}
+
+template <typename T, typename Iterator>
+void MemoryTracker::TrackField(const char* name, const T& value) {
+  if (value.begin() == value.end()) return;
+  size_t index = 0;
+  for (Iterator it = value.begin(); it != value.end(); ++it)
+    TrackField(std::to_string(index++).c_str(), *it);
+}
+
+template <typename T>
+void MemoryTracker::TrackField(const char* name, const std::queue<T>& value) {
+  struct ContainerGetter : public std::queue<T> {
+    static const typename std::queue<T>::container_type& Get(
+        const std::queue<T>& value) {
+      return value.*&ContainerGetter::c;
+    }
+  };
+
+  const auto& container = ContainerGetter::Get(value);
+  TrackField(name, container);
+}
+
+template <typename T, typename test_for_number, typename dummy>
+void MemoryTracker::TrackField(const char* name, const T& value) {
+  // For numbers, creating new nodes is not worth the overhead.
+  TrackFieldWithSize(name, sizeof(T));
+}
+
+template <typename T, typename U>
+void MemoryTracker::TrackField(const char* name, const std::pair<T, U>& value) {
+  TrackField("first", value.first);
+  TrackField("second", value.second);
+}
+
+template <typename T>
+void MemoryTracker::TrackField(const char* name,
+                               const std::basic_string<T>& value) {
+  TrackFieldWithSize(name, value.size() * sizeof(T));
+}
+
+template <typename T, typename Traits>
+void MemoryTracker::TrackField(const char* name,
+                               const v8::Persistent<T, Traits>& value) {
+}
+
+template <typename T>
+void MemoryTracker::TrackField(const char* name, const v8::Local<T>& value) {
+}
+
+template <typename T>
+void MemoryTracker::TrackField(const char* name,
+                               const MallocedBuffer<T>& value) {
+  TrackFieldWithSize(name, value.size);
+}
+
+void MemoryTracker::TrackField(const char* name, const uv_buf_t& value) {
+  TrackFieldWithSize(name, value.len);
+}
+
+template <class NativeT, class V8T>
+void MemoryTracker::TrackField(const char* name,
+                       const AliasedBuffer<NativeT, V8T>& value) {
+  TrackField(name, value.GetJSArray());
+}
+
+void MemoryTracker::Track(const MemoryRetainer* value) {
+  value->MemoryInfo(this);
+}
+
+}  // namespace node
+
+#endif  // defined(NODE_WANT_INTERNALS) && NODE_WANT_INTERNALS
+
+#endif  // SRC_MEMORY_TRACKER_INL_H_
diff --git a/src/memory_tracker.h b/src/memory_tracker.h
new file mode 100644
index 00000000000000..18822651f67873
--- /dev/null
+++ b/src/memory_tracker.h
@@ -0,0 +1,87 @@
+#ifndef SRC_MEMORY_TRACKER_H_
+#define SRC_MEMORY_TRACKER_H_
+
+#if defined(NODE_WANT_INTERNALS) && NODE_WANT_INTERNALS
+
+#include <unordered_set>
+#include <queue>
+#include <limits>
+#include <uv.h>
+#include <aliased_buffer.h>
+
+namespace node {
+
+class MemoryTracker;
+
+namespace crypto {
+class NodeBIO;
+}
+
+class MemoryRetainer {
+ public:
+  virtual ~MemoryRetainer() {}
+
+  // Subclasses should implement this to provide information for heap snapshots.
+  virtual void MemoryInfo(MemoryTracker* tracker) const = 0;
+
+  virtual v8::Local<v8::Object> WrappedObject() const {
+    return v8::Local<v8::Object>();
+  }
+
+  virtual bool IsRootNode() const { return false; }
+};
+
+class MemoryTracker {
+ public:
+  template <typename T>
+  inline void TrackThis(const T* obj);
+
+  inline void TrackFieldWithSize(const char* name, size_t size);
+
+  inline void TrackField(const char* name, const MemoryRetainer& value);
+  inline void TrackField(const char* name, const MemoryRetainer* value);
+  template <typename T>
+  inline void TrackField(const char* name, const std::unique_ptr<T>& value);
+  template <typename T, typename Iterator = typename T::const_iterator>
+  inline void TrackField(const char* name, const T& value);
+  template <typename T>
+  inline void TrackField(const char* name, const std::queue<T>& value);
+  template <typename T>
+  inline void TrackField(const char* name, const std::basic_string<T>& value);
+  template <typename T, typename test_for_number =
+      typename std::enable_if<
+          std::numeric_limits<T>::is_specialized, bool>::type,
+      typename dummy = bool>
+  inline void TrackField(const char* name, const T& value);
+  template <typename T, typename U>
+  inline void TrackField(const char* name, const std::pair<T, U>& value);
+  template <typename T, typename Traits>
+  inline void TrackField(const char* name,
+                         const v8::Persistent<T, Traits>& value);
+  template <typename T>
+  inline void TrackField(const char* name, const v8::Local<T>& value);
+  template <typename T>
+  inline void TrackField(const char* name, const MallocedBuffer<T>& value);
+  inline void TrackField(const char* name, const uv_buf_t& value);
+  template <class NativeT, class V8T>
+  inline void TrackField(const char* name,
+                         const AliasedBuffer<NativeT, V8T>& value);
+
+  inline void Track(const MemoryRetainer* value);
+  inline size_t accumulated_size() const { return accumulated_size_; }
+
+  inline void set_track_only_self(bool value) { track_only_self_ = value; }
+
+  inline MemoryTracker() {}
+
+ private:
+  bool track_only_self_ = false;
+  size_t accumulated_size_ = 0;
+  std::unordered_set<const MemoryRetainer*> seen_;
+};
+
+}  // namespace node
+
+#endif  // defined(NODE_WANT_INTERNALS) && NODE_WANT_INTERNALS
+
+#endif  // SRC_MEMORY_TRACKER_H_
diff --git a/src/module_wrap.h b/src/module_wrap.h
index 3969e2a37878fc..2d6f5c49d88988 100644
--- a/src/module_wrap.h
+++ b/src/module_wrap.h
@@ -33,6 +33,12 @@ class ModuleWrap : public BaseObject {
       v8::Local<v8::Module> module,
       v8::Local<v8::Object> meta);
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("url", url_);
+    tracker->TrackField("resolve_cache", resolve_cache_);
+  }
+
  private:
   ModuleWrap(Environment* env,
              v8::Local<v8::Object> object,
diff --git a/src/node_contextify.cc b/src/node_contextify.cc
index 61c686ba001a3f..e4b4fef3dca989 100644
--- a/src/node_contextify.cc
+++ b/src/node_contextify.cc
@@ -588,6 +588,10 @@ class ContextifyScript : public BaseObject {
  private:
   Persistent<UnboundScript> script_;
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
  public:
   static void Init(Environment* env, Local<Object> target) {
     HandleScope scope(env->isolate());
diff --git a/src/node_contextify.h b/src/node_contextify.h
index 2ebfef7f27374d..3d94fbc5c47947 100644
--- a/src/node_contextify.h
+++ b/src/node_contextify.h
@@ -49,6 +49,7 @@ class ContextifyContext {
         context()->GetEmbedderData(ContextEmbedderIndex::kSandboxObject));
   }
 
+
   template <typename T>
   static ContextifyContext* Get(const v8::PropertyCallbackInfo<T>& args);
 
diff --git a/src/node_crypto.cc b/src/node_crypto.cc
index 3df00baf659f53..5bceae0ce00c8b 100644
--- a/src/node_crypto.cc
+++ b/src/node_crypto.cc
@@ -4582,6 +4582,8 @@ bool ECDH::IsKeyPairValid() {
 }
 
 
+// TODO(addaleax): If there is an `AsyncWrap`, it currently has no access to
+// this object. This makes proper reporting of memory usage impossible.
 struct CryptoJob : public ThreadPoolWork {
   Environment* const env;
   std::unique_ptr<AsyncWrap> async_wrap;
diff --git a/src/node_crypto.h b/src/node_crypto.h
index 4587a96e725f86..7df2660c779760 100644
--- a/src/node_crypto.h
+++ b/src/node_crypto.h
@@ -105,6 +105,10 @@ class SecureContext : public BaseObject {
 
   static void Initialize(Environment* env, v8::Local<v8::Object> target);
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
   SSLCtxPointer ctx_;
   X509Pointer cert_;
   X509Pointer issuer_;
@@ -337,6 +341,10 @@ class CipherBase : public BaseObject {
  public:
   static void Initialize(Environment* env, v8::Local<v8::Object> target);
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
  protected:
   enum CipherKind {
     kCipher,
@@ -407,6 +415,10 @@ class Hmac : public BaseObject {
  public:
   static void Initialize(Environment* env, v8::Local<v8::Object> target);
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
  protected:
   void HmacInit(const char* hash_type, const char* key, int key_len);
   bool HmacUpdate(const char* data, int len);
@@ -430,6 +442,10 @@ class Hash : public BaseObject {
  public:
   static void Initialize(Environment* env, v8::Local<v8::Object> target);
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
   bool HashInit(const char* hash_type);
   bool HashUpdate(const char* data, int len);
 
@@ -469,6 +485,10 @@ class SignBase : public BaseObject {
   Error Init(const char* sign_type);
   Error Update(const char* data, int len);
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
  protected:
   void CheckThrow(Error error);
 
@@ -581,6 +601,10 @@ class DiffieHellman : public BaseObject {
     MakeWeak();
   }
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
  private:
   static void GetField(const v8::FunctionCallbackInfo<v8::Value>& args,
                        const BIGNUM* (*get_field)(const DH*),
@@ -606,6 +630,10 @@ class ECDH : public BaseObject {
                                       char* data,
                                       size_t len);
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
  protected:
   ECDH(Environment* env, v8::Local<v8::Object> wrap, ECKeyPointer&& key)
       : BaseObject(env, wrap),
diff --git a/src/node_crypto_bio.h b/src/node_crypto_bio.h
index 380a3a6b4c64f5..dea010fa0158b4 100644
--- a/src/node_crypto_bio.h
+++ b/src/node_crypto_bio.h
@@ -32,7 +32,7 @@
 namespace node {
 namespace crypto {
 
-class NodeBIO {
+class NodeBIO : public MemoryRetainer {
  public:
   NodeBIO() : env_(nullptr),
               initial_(kInitialBufferLength),
@@ -110,6 +110,11 @@ class NodeBIO {
 
   static NodeBIO* FromBIO(BIO* bio);
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackFieldWithSize("buffer", length_);
+  }
+
  private:
   static int New(BIO* bio);
   static int Free(BIO* bio);
diff --git a/src/node_file.h b/src/node_file.h
index a14a1b0f85e108..6b45dc881750a7 100644
--- a/src/node_file.h
+++ b/src/node_file.h
@@ -66,7 +66,6 @@ class FSReqBase : public ReqWrap<uv_fs_t> {
   const char* data() const { return has_data_ ? *buffer_ : nullptr; }
   enum encoding encoding() const { return encoding_; }
 
-  size_t self_size() const override { return sizeof(*this); }
   bool use_bigint() const { return use_bigint_; }
 
  private:
@@ -92,6 +91,10 @@ class FSReqWrap : public FSReqBase {
   void ResolveStat(const uv_stat_t* stat) override;
   void SetReturnValue(const FunctionCallbackInfo<Value>& args) override;
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
  private:
   DISALLOW_COPY_AND_ASSIGN(FSReqWrap);
 };
@@ -150,6 +153,11 @@ class FSReqPromise : public FSReqBase {
     args.GetReturnValue().Set(resolver->GetPromise());
   }
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("stats_field_array", stats_field_array_);
+  }
+
  private:
   bool finished_ = false;
   AliasedBuffer<NativeT, V8T> stats_field_array_;
@@ -184,7 +192,10 @@ class FileHandleReadWrap : public ReqWrap<uv_fs_t> {
     return static_cast<FileHandleReadWrap*>(ReqWrap::from_req(req));
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("buffer", buffer_);
+  }
 
  private:
   FileHandle* file_handle_;
@@ -205,7 +216,6 @@ class FileHandle : public AsyncWrap, public StreamBase {
   static void New(const v8::FunctionCallbackInfo<v8::Value>& args);
 
   int fd() const { return fd_; }
-  size_t self_size() const override { return sizeof(*this); }
 
   // Will asynchronously close the FD and return a Promise that will
   // be resolved once closing is complete.
@@ -233,6 +243,11 @@ class FileHandle : public AsyncWrap, public StreamBase {
     return UV_ENOSYS;  // Not implemented (yet).
   }
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("current_read", current_read_);
+  }
+
  private:
   // Synchronous close that emits a warning
   void Close();
@@ -259,7 +274,11 @@ class FileHandle : public AsyncWrap, public StreamBase {
 
     FileHandle* file_handle();
 
-    size_t self_size() const override { return sizeof(*this); }
+    void MemoryInfo(MemoryTracker* tracker) const override {
+      tracker->TrackThis(this);
+      tracker->TrackField("promise", promise_);
+      tracker->TrackField("ref", ref_);
+    }
 
     void Resolve();
 
diff --git a/src/node_http2.cc b/src/node_http2.cc
index 0251777644115a..7a5e9ba23e99b3 100644
--- a/src/node_http2.cc
+++ b/src/node_http2.cc
@@ -737,7 +737,7 @@ inline void Http2Session::AddStream(Http2Stream* stream) {
   size_t size = streams_.size();
   if (size > statistics_.max_concurrent_streams)
     statistics_.max_concurrent_streams = size;
-  IncrementCurrentSessionMemory(stream->self_size());
+  IncrementCurrentSessionMemory(sizeof(*stream));
 }
 
 
@@ -745,7 +745,7 @@ inline void Http2Session::RemoveStream(Http2Stream* stream) {
   if (streams_.empty() || stream == nullptr)
     return;  // Nothing to remove, item was never added?
   streams_.erase(stream->id());
-  DecrementCurrentSessionMemory(stream->self_size());
+  DecrementCurrentSessionMemory(sizeof(*stream));
 }
 
 // Used as one of the Padding Strategy functions. Will attempt to ensure
@@ -2694,7 +2694,7 @@ Http2Session::Http2Ping* Http2Session::PopPing() {
   if (!outstanding_pings_.empty()) {
     ping = outstanding_pings_.front();
     outstanding_pings_.pop();
-    DecrementCurrentSessionMemory(ping->self_size());
+    DecrementCurrentSessionMemory(sizeof(*ping));
   }
   return ping;
 }
@@ -2703,7 +2703,7 @@ bool Http2Session::AddPing(Http2Session::Http2Ping* ping) {
   if (outstanding_pings_.size() == max_outstanding_pings_)
     return false;
   outstanding_pings_.push(ping);
-  IncrementCurrentSessionMemory(ping->self_size());
+  IncrementCurrentSessionMemory(sizeof(*ping));
   return true;
 }
 
@@ -2712,7 +2712,7 @@ Http2Session::Http2Settings* Http2Session::PopSettings() {
   if (!outstanding_settings_.empty()) {
     settings = outstanding_settings_.front();
     outstanding_settings_.pop();
-    DecrementCurrentSessionMemory(settings->self_size());
+    DecrementCurrentSessionMemory(sizeof(*settings));
   }
   return settings;
 }
@@ -2721,7 +2721,7 @@ bool Http2Session::AddSettings(Http2Session::Http2Settings* settings) {
   if (outstanding_settings_.size() == max_outstanding_settings_)
     return false;
   outstanding_settings_.push(settings);
-  IncrementCurrentSessionMemory(settings->self_size());
+  IncrementCurrentSessionMemory(sizeof(*settings));
   return true;
 }
 
@@ -2766,6 +2766,21 @@ void Http2Session::Http2Ping::Done(bool ack, const uint8_t* payload) {
 }
 
 
+void nghttp2_stream_write::MemoryInfo(MemoryTracker* tracker) const {
+  tracker->TrackThis(this);
+  if (req_wrap != nullptr)
+    tracker->TrackField("req_wrap", req_wrap->GetAsyncWrap());
+  tracker->TrackField("buf", buf);
+}
+
+
+void nghttp2_header::MemoryInfo(MemoryTracker* tracker) const {
+  tracker->TrackThis(this);
+  tracker->TrackFieldWithSize("name", nghttp2_rcbuf_get_buf(name).len);
+  tracker->TrackFieldWithSize("value", nghttp2_rcbuf_get_buf(value).len);
+}
+
+
 // Set up the process.binding('http2') binding.
 void Initialize(Local<Object> target,
                 Local<Value> unused,
diff --git a/src/node_http2.h b/src/node_http2.h
index d90c3aed66b0a0..cbed2a267d171e 100644
--- a/src/node_http2.h
+++ b/src/node_http2.h
@@ -83,19 +83,23 @@ enum nghttp2_stream_options {
   STREAM_OPTION_GET_TRAILERS = 0x2,
 };
 
-struct nghttp2_stream_write {
+struct nghttp2_stream_write : public MemoryRetainer {
   WriteWrap* req_wrap = nullptr;
   uv_buf_t buf;
 
   inline explicit nghttp2_stream_write(uv_buf_t buf_) : buf(buf_) {}
   inline nghttp2_stream_write(WriteWrap* req, uv_buf_t buf_) :
       req_wrap(req), buf(buf_) {}
+
+  void MemoryInfo(MemoryTracker* tracker) const override;
 };
 
-struct nghttp2_header {
+struct nghttp2_header : public MemoryRetainer {
   nghttp2_rcbuf* name = nullptr;
   nghttp2_rcbuf* value = nullptr;
   uint8_t flags = 0;
+
+  void MemoryInfo(MemoryTracker* tracker) const override;
 };
 
 
@@ -617,7 +621,12 @@ class Http2Stream : public AsyncWrap,
   int DoWrite(WriteWrap* w, uv_buf_t* bufs, size_t count,
               uv_stream_t* send_handle) override;
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("current_headers", current_headers_);
+    tracker->TrackField("queue", queue_);
+  }
+
   std::string diagnostic_name() const override;
 
   // JavaScript API
@@ -793,7 +802,17 @@ class Http2Session : public AsyncWrap, public StreamListener {
   // Write data to the session
   ssize_t Write(const uv_buf_t* bufs, size_t nbufs);
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("streams", streams_);
+    tracker->TrackField("outstanding_pings", outstanding_pings_);
+    tracker->TrackField("outstanding_settings", outstanding_settings_);
+    tracker->TrackField("outgoing_buffers", outgoing_buffers_);
+    tracker->TrackFieldWithSize("outgoing_storage", outgoing_storage_.size());
+    tracker->TrackFieldWithSize("pending_rst_streams",
+                                pending_rst_streams_.size() * sizeof(int32_t));
+  }
+
   std::string diagnostic_name() const override;
 
   // Schedule an RstStream for after the current write finishes.
@@ -1109,7 +1128,10 @@ class Http2Session::Http2Ping : public AsyncWrap {
  public:
   explicit Http2Ping(Http2Session* session);
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("session", session_);
+  }
 
   void Send(uint8_t* payload);
   void Done(bool ack, const uint8_t* payload = nullptr);
@@ -1129,7 +1151,10 @@ class Http2Session::Http2Settings : public AsyncWrap {
   explicit Http2Settings(Environment* env);
   explicit Http2Settings(Http2Session* session);
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("session", session_);
+  }
 
   void Send();
   void Done(bool ack);
diff --git a/src/node_http_parser.cc b/src/node_http_parser.cc
index 7d96466c3933fc..e8fc1f22e4938a 100644
--- a/src/node_http_parser.cc
+++ b/src/node_http_parser.cc
@@ -155,8 +155,9 @@ class Parser : public AsyncWrap, public StreamListener {
   }
 
 
-  size_t self_size() const override {
-    return sizeof(*this);
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("current_buffer", current_buffer_);
   }
 
 
diff --git a/src/node_i18n.cc b/src/node_i18n.cc
index 4ace513810f1b8..288ad77f619188 100644
--- a/src/node_i18n.cc
+++ b/src/node_i18n.cc
@@ -250,6 +250,10 @@ class ConverterObject : public BaseObject, Converter {
     }
   }
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
  protected:
   ConverterObject(Environment* env,
                   v8::Local<v8::Object> wrap,
diff --git a/src/node_messaging.cc b/src/node_messaging.cc
index 712add06d3e2bc..c28d0d4ea66560 100644
--- a/src/node_messaging.cc
+++ b/src/node_messaging.cc
@@ -325,6 +325,14 @@ Maybe<bool> Message::Serialize(Environment* env,
   return Just(true);
 }
 
+void Message::MemoryInfo(MemoryTracker* tracker) const {
+  tracker->TrackThis(this);
+  tracker->TrackField("array_buffer_contents", array_buffer_contents_);
+  tracker->TrackFieldWithSize("shared_array_buffers",
+      shared_array_buffers_.size() * sizeof(shared_array_buffers_[0]));
+  tracker->TrackField("message_ports", message_ports_);
+}
+
 MessagePortData::MessagePortData(MessagePort* owner) : owner_(owner) { }
 
 MessagePortData::~MessagePortData() {
@@ -332,6 +340,12 @@ MessagePortData::~MessagePortData() {
   Disentangle();
 }
 
+void MessagePortData::MemoryInfo(MemoryTracker* tracker) const {
+  Mutex::ScopedLock lock(mutex_);
+  tracker->TrackThis(this);
+  tracker->TrackField("incoming_messages", incoming_messages_);
+}
+
 void MessagePortData::AddToIncomingQueue(Message&& message) {
   // This function will be called by other threads.
   Mutex::ScopedLock lock(mutex_);
@@ -688,14 +702,6 @@ void MessagePort::Drain(const FunctionCallbackInfo<Value>& args) {
   port->OnMessage();
 }
 
-size_t MessagePort::self_size() const {
-  Mutex::ScopedLock lock(data_->mutex_);
-  size_t sz = sizeof(*this) + sizeof(*data_);
-  for (const Message& msg : data_->incoming_messages_)
-    sz += sizeof(msg) + msg.main_message_buf_.size;
-  return sz;
-}
-
 void MessagePort::Entangle(MessagePort* a, MessagePort* b) {
   Entangle(a, b->data_.get());
 }
diff --git a/src/node_messaging.h b/src/node_messaging.h
index 62ae633b9e0b8d..da10300aedbd42 100644
--- a/src/node_messaging.h
+++ b/src/node_messaging.h
@@ -15,7 +15,7 @@ class MessagePortData;
 class MessagePort;
 
 // Represents a single communication message.
-class Message {
+class Message : public MemoryRetainer {
  public:
   explicit Message(MallocedBuffer<char>&& payload = MallocedBuffer<char>());
 
@@ -55,6 +55,8 @@ class Message {
     return message_ports_;
   }
 
+  void MemoryInfo(MemoryTracker* tracker) const override;
+
  private:
   MallocedBuffer<char> main_message_buf_;
   std::vector<MallocedBuffer<char>> array_buffer_contents_;
@@ -66,7 +68,7 @@ class Message {
 
 // This contains all data for a `MessagePort` instance that is not tied to
 // a specific Environment/Isolate/event loop, for easier transfer between those.
-class MessagePortData {
+class MessagePortData : public MemoryRetainer {
  public:
   explicit MessagePortData(MessagePort* owner);
   ~MessagePortData();
@@ -94,6 +96,8 @@ class MessagePortData {
   // which can happen on either side of a worker.
   void Disentangle();
 
+  void MemoryInfo(MemoryTracker* tracker) const override;
+
  private:
   // After disentangling this message port, the owner handle (if any)
   // is asynchronously triggered, so that it can close down naturally.
@@ -178,7 +182,10 @@ class MessagePort : public HandleWrap {
   // NULL pointer to the C++ MessagePort object is also detached.
   inline bool IsDetached() const;
 
-  size_t self_size() const override;
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("data", data_);
+  }
 
  private:
   void OnClose() override;
diff --git a/src/node_serdes.cc b/src/node_serdes.cc
index 520b350199245a..4b2cc60b3f7584 100644
--- a/src/node_serdes.cc
+++ b/src/node_serdes.cc
@@ -52,6 +52,11 @@ class SerializerContext : public BaseObject,
   static void WriteUint64(const FunctionCallbackInfo<Value>& args);
   static void WriteDouble(const FunctionCallbackInfo<Value>& args);
   static void WriteRawBytes(const FunctionCallbackInfo<Value>& args);
+
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
  private:
   ValueSerializer serializer_;
 };
@@ -76,6 +81,11 @@ class DeserializerContext : public BaseObject,
   static void ReadUint64(const FunctionCallbackInfo<Value>& args);
   static void ReadDouble(const FunctionCallbackInfo<Value>& args);
   static void ReadRawBytes(const FunctionCallbackInfo<Value>& args);
+
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
  private:
   const uint8_t* data_;
   const size_t length_;
diff --git a/src/node_stat_watcher.h b/src/node_stat_watcher.h
index 45150de785f9d1..baf6bdc14ee317 100644
--- a/src/node_stat_watcher.h
+++ b/src/node_stat_watcher.h
@@ -44,7 +44,9 @@ class StatWatcher : public HandleWrap {
   static void New(const v8::FunctionCallbackInfo<v8::Value>& args);
   static void Start(const v8::FunctionCallbackInfo<v8::Value>& args);
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  private:
   static void Callback(uv_fs_poll_t* handle,
diff --git a/src/node_trace_events.cc b/src/node_trace_events.cc
index 985c706dc4a2f1..0904311dad865b 100644
--- a/src/node_trace_events.cc
+++ b/src/node_trace_events.cc
@@ -27,6 +27,11 @@ class NodeCategorySet : public BaseObject {
 
   const std::set<std::string>& GetCategories() { return categories_; }
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackField("categories", categories_);
+  }
+
  private:
   NodeCategorySet(Environment* env,
                   Local<Object> wrap,
diff --git a/src/node_worker.cc b/src/node_worker.cc
index 6f325668b86921..3768d80a9c58d4 100644
--- a/src/node_worker.cc
+++ b/src/node_worker.cc
@@ -403,10 +403,6 @@ void Worker::Exit(int code) {
   }
 }
 
-size_t Worker::self_size() const {
-  return sizeof(*this);
-}
-
 namespace {
 
 // Return the MessagePort that is global for this Environment and communicates
diff --git a/src/node_worker.h b/src/node_worker.h
index d802b5cfefdf77..bd737d4800fd79 100644
--- a/src/node_worker.h
+++ b/src/node_worker.h
@@ -25,7 +25,14 @@ class Worker : public AsyncWrap {
   // Wait for the worker thread to stop (in a blocking manner).
   void JoinThread();
 
-  size_t self_size() const override;
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackFieldWithSize("isolate_data", sizeof(IsolateData));
+    tracker->TrackFieldWithSize("env", sizeof(Environment));
+    tracker->TrackFieldWithSize("thread_exit_async", sizeof(uv_async_t));
+    tracker->TrackField("parent_port", parent_port_);
+  }
+
   bool is_stopped() const;
 
   static void New(const v8::FunctionCallbackInfo<v8::Value>& args);
diff --git a/src/node_zlib.cc b/src/node_zlib.cc
index 169816d16f48b6..031666e19ad29c 100644
--- a/src/node_zlib.cc
+++ b/src/node_zlib.cc
@@ -646,7 +646,12 @@ class ZCtx : public AsyncWrap, public ThreadPoolWork {
     }
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackFieldWithSize("dictionary", dictionary_len_);
+    tracker->TrackFieldWithSize("zlib memory",
+        zlib_memory_ + unreported_allocations_);
+  }
 
  private:
   void Ref() {
diff --git a/src/pipe_wrap.h b/src/pipe_wrap.h
index d6e45c28ff7822..9ed4f153ae5c4c 100644
--- a/src/pipe_wrap.h
+++ b/src/pipe_wrap.h
@@ -45,7 +45,9 @@ class PipeWrap : public ConnectionWrap<PipeWrap, uv_pipe_t> {
                          v8::Local<v8::Value> unused,
                          v8::Local<v8::Context> context);
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  private:
   PipeWrap(Environment* env,
diff --git a/src/process_wrap.cc b/src/process_wrap.cc
index 54345b231bccce..3219b1a40b9c16 100644
--- a/src/process_wrap.cc
+++ b/src/process_wrap.cc
@@ -71,7 +71,9 @@ class ProcessWrap : public HandleWrap {
     target->Set(processString, constructor->GetFunction());
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  private:
   static void New(const FunctionCallbackInfo<Value>& args) {
diff --git a/src/sharedarraybuffer_metadata.cc b/src/sharedarraybuffer_metadata.cc
index 86476a9f12c38b..95fed87c8d4ea0 100644
--- a/src/sharedarraybuffer_metadata.cc
+++ b/src/sharedarraybuffer_metadata.cc
@@ -47,6 +47,10 @@ class SABLifetimePartner : public BaseObject {
     MakeWeak();
   }
 
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
   SharedArrayBufferMetadataReference reference;
 };
 
diff --git a/src/signal_wrap.cc b/src/signal_wrap.cc
index 5117d3ab1d1988..346f442f61df0f 100644
--- a/src/signal_wrap.cc
+++ b/src/signal_wrap.cc
@@ -62,7 +62,9 @@ class SignalWrap : public HandleWrap {
     target->Set(signalString, constructor->GetFunction());
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  private:
   static void New(const FunctionCallbackInfo<Value>& args) {
diff --git a/src/stream_base.h b/src/stream_base.h
index 405780619856ba..bbb20e52e1a8de 100644
--- a/src/stream_base.h
+++ b/src/stream_base.h
@@ -346,7 +346,10 @@ class SimpleShutdownWrap : public ShutdownWrap, public OtherBase {
                      v8::Local<v8::Object> req_wrap_obj);
 
   AsyncWrap* GetAsyncWrap() override { return this; }
-  size_t self_size() const override { return sizeof(*this); }
+
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 };
 
 template <typename OtherBase>
@@ -356,7 +359,11 @@ class SimpleWriteWrap : public WriteWrap, public OtherBase {
                   v8::Local<v8::Object> req_wrap_obj);
 
   AsyncWrap* GetAsyncWrap() override { return this; }
-  size_t self_size() const override { return sizeof(*this) + StorageSize(); }
+
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+    tracker->TrackFieldWithSize("storage", StorageSize());
+  }
 };
 
 }  // namespace node
diff --git a/src/stream_pipe.h b/src/stream_pipe.h
index 98d6dae11be841..b72a60941b610a 100644
--- a/src/stream_pipe.h
+++ b/src/stream_pipe.h
@@ -18,7 +18,9 @@ class StreamPipe : public AsyncWrap {
   static void Start(const v8::FunctionCallbackInfo<v8::Value>& args);
   static void Unpipe(const v8::FunctionCallbackInfo<v8::Value>& args);
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  private:
   StreamBase* source();
diff --git a/src/tcp_wrap.h b/src/tcp_wrap.h
index 2ab50f1fdcdfab..d6ca9306099e37 100644
--- a/src/tcp_wrap.h
+++ b/src/tcp_wrap.h
@@ -44,7 +44,9 @@ class TCPWrap : public ConnectionWrap<TCPWrap, uv_tcp_t> {
                          v8::Local<v8::Value> unused,
                          v8::Local<v8::Context> context);
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  private:
   typedef uv_tcp_t HandleType;
diff --git a/src/timer_wrap.cc b/src/timer_wrap.cc
index b87430dad8adc7..df3e34090baf6c 100644
--- a/src/timer_wrap.cc
+++ b/src/timer_wrap.cc
@@ -71,7 +71,9 @@ class TimerWrap : public HandleWrap {
                    ->GetFunction(env->context()).ToLocalChecked()).FromJust();
   }
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  private:
   static void SetupTimers(const FunctionCallbackInfo<Value>& args) {
diff --git a/src/tls_wrap.cc b/src/tls_wrap.cc
index e731c0c130216b..0d0791b710c860 100644
--- a/src/tls_wrap.cc
+++ b/src/tls_wrap.cc
@@ -864,6 +864,15 @@ void TLSWrap::GetWriteQueueSize(const FunctionCallbackInfo<Value>& info) {
 }
 
 
+void TLSWrap::MemoryInfo(MemoryTracker* tracker) const {
+  tracker->TrackThis(this);
+  tracker->TrackField("error", error_);
+  tracker->TrackField("pending_cleartext_input", pending_cleartext_input_);
+  tracker->TrackField("enc_in", crypto::NodeBIO::FromBIO(enc_in_));
+  tracker->TrackField("enc_out", crypto::NodeBIO::FromBIO(enc_out_));
+}
+
+
 void TLSWrap::Initialize(Local<Object> target,
                          Local<Value> unused,
                          Local<Context> context) {
diff --git a/src/tls_wrap.h b/src/tls_wrap.h
index 1603d8919a472c..b45e379ca3f61c 100644
--- a/src/tls_wrap.h
+++ b/src/tls_wrap.h
@@ -76,7 +76,7 @@ class TLSWrap : public AsyncWrap,
 
   void NewSessionDoneCb();
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override;
 
  protected:
   inline StreamBase* underlying_stream() {
diff --git a/src/tty_wrap.h b/src/tty_wrap.h
index 91b07a570e9b50..cca5650ddb3964 100644
--- a/src/tty_wrap.h
+++ b/src/tty_wrap.h
@@ -38,7 +38,9 @@ class TTYWrap : public LibuvStreamWrap {
 
   uv_tty_t* UVHandle();
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  private:
   TTYWrap(Environment* env,
diff --git a/src/udp_wrap.cc b/src/udp_wrap.cc
index 1d1ded449bd221..49f66914e2aa81 100644
--- a/src/udp_wrap.cc
+++ b/src/udp_wrap.cc
@@ -55,7 +55,11 @@ class SendWrap : public ReqWrap<uv_udp_send_t> {
   SendWrap(Environment* env, Local<Object> req_wrap_obj, bool have_callback);
   inline bool have_callback() const;
   size_t msg_size;
-  size_t self_size() const override { return sizeof(*this); }
+
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+
  private:
   const bool have_callback_;
 };
diff --git a/src/udp_wrap.h b/src/udp_wrap.h
index 01eb8b961f0cf2..3792bcc459da23 100644
--- a/src/udp_wrap.h
+++ b/src/udp_wrap.h
@@ -64,7 +64,9 @@ class UDPWrap: public HandleWrap {
                                            SocketType type);
   uv_udp_t* UVHandle();
 
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
  private:
   typedef uv_udp_t HandleType;
diff --git a/test/cctest/test_node_postmortem_metadata.cc b/test/cctest/test_node_postmortem_metadata.cc
index b911a92c0de10b..e9acd629f35f91 100644
--- a/test/cctest/test_node_postmortem_metadata.cc
+++ b/test/cctest/test_node_postmortem_metadata.cc
@@ -34,7 +34,9 @@ class DebugSymbolsTest : public EnvironmentTestFixture {};
 
 class TestHandleWrap : public node::HandleWrap {
  public:
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(node::MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
   TestHandleWrap(node::Environment* env,
                  v8::Local<v8::Object> object,
@@ -48,7 +50,9 @@ class TestHandleWrap : public node::HandleWrap {
 
 class TestReqWrap : public node::ReqWrap<uv_req_t> {
  public:
-  size_t self_size() const override { return sizeof(*this); }
+  void MemoryInfo(node::MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
 
   TestReqWrap(node::Environment* env, v8::Local<v8::Object> object)
       : node::ReqWrap<uv_req_t>(env,
@@ -67,6 +71,16 @@ TEST_F(DebugSymbolsTest, ExternalStringDataOffset) {
             NODE_OFF_EXTSTR_DATA);
 }
 
+class DummyBaseObject : public node::BaseObject {
+ public:
+  DummyBaseObject(node::Environment* env, v8::Local<v8::Object> obj) :
+    BaseObject(env, obj) {}
+
+  void MemoryInfo(node::MemoryTracker* tracker) const override {
+    tracker->TrackThis(this);
+  }
+};
+
 TEST_F(DebugSymbolsTest, BaseObjectPersistentHandle) {
   const v8::HandleScope handle_scope(isolate_);
   const Argv argv;
@@ -77,7 +91,7 @@ TEST_F(DebugSymbolsTest, BaseObjectPersistentHandle) {
 
   v8::Local<v8::Object> object =
       obj_templ->NewInstance(env.context()).ToLocalChecked();
-  node::BaseObject obj(*env, object);
+  DummyBaseObject obj(*env, object);
 
   auto expected = reinterpret_cast<uintptr_t>(&obj.persistent());
   auto calculated = reinterpret_cast<uintptr_t>(&obj) +