diff --git a/src/node_platform.cc b/src/node_platform.cc
index 3d1cc522db380b..3aab5196a2bccc 100644
--- a/src/node_platform.cc
+++ b/src/node_platform.cc
@@ -40,9 +40,10 @@ static void PlatformWorkerThread(void* data) {
     worker_data->platform_workers_ready->Signal(lock);
   }
 
-  while (std::unique_ptr<Task> task = pending_worker_tasks->BlockingPop()) {
+  while (std::unique_ptr<Task> task =
+             pending_worker_tasks->Lock().BlockingPop()) {
     task->Run();
-    pending_worker_tasks->NotifyOfCompletion();
+    pending_worker_tasks->Lock().NotifyOfCompletion();
   }
 }
 
@@ -73,13 +74,15 @@ class WorkerThreadsTaskRunner::DelayedTaskScheduler {
   }
 
   void PostDelayedTask(std::unique_ptr<Task> task, double delay_in_seconds) {
-    tasks_.Push(std::make_unique<ScheduleTask>(this, std::move(task),
-                                               delay_in_seconds));
+    auto locked = tasks_.Lock();
+    locked.Push(std::make_unique<ScheduleTask>(
+        this, std::move(task), delay_in_seconds));
     uv_async_send(&flush_tasks_);
   }
 
   void Stop() {
-    tasks_.Push(std::make_unique<StopTask>(this));
+    auto locked = tasks_.Lock();
+    locked.Push(std::make_unique<StopTask>(this));
     uv_async_send(&flush_tasks_);
   }
 
@@ -100,8 +103,14 @@ class WorkerThreadsTaskRunner::DelayedTaskScheduler {
   static void FlushTasks(uv_async_t* flush_tasks) {
     DelayedTaskScheduler* scheduler =
         ContainerOf(&DelayedTaskScheduler::loop_, flush_tasks->loop);
-    while (std::unique_ptr<Task> task = scheduler->tasks_.Pop())
+
+    std::queue<std::unique_ptr<Task>> tasks_to_run =
+        scheduler->tasks_.Lock().PopAll();
+    while (!tasks_to_run.empty()) {
+      std::unique_ptr<Task> task = std::move(tasks_to_run.front());
+      tasks_to_run.pop();
       task->Run();
+    }
   }
 
   class StopTask : public Task {
@@ -149,7 +158,8 @@ class WorkerThreadsTaskRunner::DelayedTaskScheduler {
   static void RunTask(uv_timer_t* timer) {
     DelayedTaskScheduler* scheduler =
         ContainerOf(&DelayedTaskScheduler::loop_, timer->loop);
-    scheduler->pending_worker_tasks_->Push(scheduler->TakeTimerTask(timer));
+    scheduler->pending_worker_tasks_->Lock().Push(
+        scheduler->TakeTimerTask(timer));
   }
 
   std::unique_ptr<Task> TakeTimerTask(uv_timer_t* timer) {
@@ -203,7 +213,7 @@ WorkerThreadsTaskRunner::WorkerThreadsTaskRunner(int thread_pool_size) {
 }
 
 void WorkerThreadsTaskRunner::PostTask(std::unique_ptr<Task> task) {
-  pending_worker_tasks_.Push(std::move(task));
+  pending_worker_tasks_.Lock().Push(std::move(task));
 }
 
 void WorkerThreadsTaskRunner::PostDelayedTask(std::unique_ptr<Task> task,
@@ -212,11 +222,11 @@ void WorkerThreadsTaskRunner::PostDelayedTask(std::unique_ptr<Task> task,
 }
 
 void WorkerThreadsTaskRunner::BlockingDrain() {
-  pending_worker_tasks_.BlockingDrain();
+  pending_worker_tasks_.Lock().BlockingDrain();
 }
 
 void WorkerThreadsTaskRunner::Shutdown() {
-  pending_worker_tasks_.Stop();
+  pending_worker_tasks_.Lock().Stop();
   delayed_task_scheduler_->Stop();
   for (size_t i = 0; i < threads_.size(); i++) {
     CHECK_EQ(0, uv_thread_join(threads_[i].get()));
@@ -253,12 +263,13 @@ void PerIsolatePlatformData::PostIdleTaskImpl(
 
 void PerIsolatePlatformData::PostTaskImpl(std::unique_ptr<Task> task,
                                           const v8::SourceLocation& location) {
-  if (flush_tasks_ == nullptr) {
-    // V8 may post tasks during Isolate disposal. In that case, the only
-    // sensible path forward is to discard the task.
-    return;
-  }
-  foreground_tasks_.Push(std::move(task));
+  // The task can be posted from any V8 background worker thread, even when
+  // the foreground task runner is being cleaned up by Shutdown(). In that
+  // case, make sure we wait until the shutdown is completed (which leads
+  // to flush_tasks_ == nullptr, and the task will be discarded).
+  auto locked = foreground_tasks_.Lock();
+  if (flush_tasks_ == nullptr) return;
+  locked.Push(std::move(task));
   uv_async_send(flush_tasks_);
 }
 
@@ -266,16 +277,13 @@ void PerIsolatePlatformData::PostDelayedTaskImpl(
     std::unique_ptr<Task> task,
     double delay_in_seconds,
     const v8::SourceLocation& location) {
-  if (flush_tasks_ == nullptr) {
-    // V8 may post tasks during Isolate disposal. In that case, the only
-    // sensible path forward is to discard the task.
-    return;
-  }
+  auto locked = foreground_delayed_tasks_.Lock();
+  if (flush_tasks_ == nullptr) return;
   std::unique_ptr<DelayedTask> delayed(new DelayedTask());
   delayed->task = std::move(task);
   delayed->platform_data = shared_from_this();
   delayed->timeout = delay_in_seconds;
-  foreground_delayed_tasks_.Push(std::move(delayed));
+  locked.Push(std::move(delayed));
   uv_async_send(flush_tasks_);
 }
 
@@ -301,32 +309,30 @@ void PerIsolatePlatformData::AddShutdownCallback(void (*callback)(void*),
 }
 
 void PerIsolatePlatformData::Shutdown() {
-  if (flush_tasks_ == nullptr)
-    return;
+  auto foreground_tasks_locked = foreground_tasks_.Lock();
+  auto foreground_delayed_tasks_locked = foreground_delayed_tasks_.Lock();
 
-  // While there should be no V8 tasks in the queues at this point, it is
-  // possible that Node.js-internal tasks from e.g. the inspector are still
-  // lying around. We clear these queues and ignore the return value,
-  // effectively deleting the tasks instead of running them.
-  foreground_delayed_tasks_.PopAll();
-  foreground_tasks_.PopAll();
+  foreground_delayed_tasks_locked.PopAll();
+  foreground_tasks_locked.PopAll();
   scheduled_delayed_tasks_.clear();
 
-  // Both destroying the scheduled_delayed_tasks_ lists and closing
-  // flush_tasks_ handle add tasks to the event loop. We keep a count of all
-  // non-closed handles, and when that reaches zero, we inform any shutdown
-  // callbacks that the platform is done as far as this Isolate is concerned.
-  self_reference_ = shared_from_this();
-  uv_close(reinterpret_cast<uv_handle_t*>(flush_tasks_),
-           [](uv_handle_t* handle) {
-    std::unique_ptr<uv_async_t> flush_tasks {
-        reinterpret_cast<uv_async_t*>(handle) };
-    PerIsolatePlatformData* platform_data =
-        static_cast<PerIsolatePlatformData*>(flush_tasks->data);
-    platform_data->DecreaseHandleCount();
-    platform_data->self_reference_.reset();
-  });
-  flush_tasks_ = nullptr;
+  if (flush_tasks_ != nullptr) {
+    // Both destroying the scheduled_delayed_tasks_ lists and closing
+    // flush_tasks_ handle add tasks to the event loop. We keep a count of all
+    // non-closed handles, and when that reaches zero, we inform any shutdown
+    // callbacks that the platform is done as far as this Isolate is concerned.
+    self_reference_ = shared_from_this();
+    uv_close(reinterpret_cast<uv_handle_t*>(flush_tasks_),
+             [](uv_handle_t* handle) {
+               std::unique_ptr<uv_async_t> flush_tasks{
+                   reinterpret_cast<uv_async_t*>(handle)};
+               PerIsolatePlatformData* platform_data =
+                   static_cast<PerIsolatePlatformData*>(flush_tasks->data);
+               platform_data->DecreaseHandleCount();
+               platform_data->self_reference_.reset();
+             });
+    flush_tasks_ = nullptr;
+  }
 }
 
 void PerIsolatePlatformData::DecreaseHandleCount() {
@@ -472,39 +478,48 @@ void NodePlatform::DrainTasks(Isolate* isolate) {
 bool PerIsolatePlatformData::FlushForegroundTasksInternal() {
   bool did_work = false;
 
-  while (std::unique_ptr<DelayedTask> delayed =
-      foreground_delayed_tasks_.Pop()) {
+  std::queue<std::unique_ptr<DelayedTask>> delayed_tasks_to_schedule =
+      foreground_delayed_tasks_.Lock().PopAll();
+  while (!delayed_tasks_to_schedule.empty()) {
+    std::unique_ptr<DelayedTask> delayed =
+        std::move(delayed_tasks_to_schedule.front());
+    delayed_tasks_to_schedule.pop();
+
     did_work = true;
     uint64_t delay_millis = llround(delayed->timeout * 1000);
 
     delayed->timer.data = static_cast<void*>(delayed.get());
     uv_timer_init(loop_, &delayed->timer);
-    // Timers may not guarantee queue ordering of events with the same delay if
-    // the delay is non-zero. This should not be a problem in practice.
+    // Timers may not guarantee queue ordering of events with the same delay
+    // if the delay is non-zero. This should not be a problem in practice.
     uv_timer_start(&delayed->timer, RunForegroundTask, delay_millis, 0);
     uv_unref(reinterpret_cast<uv_handle_t*>(&delayed->timer));
     uv_handle_count_++;
 
-    scheduled_delayed_tasks_.emplace_back(delayed.release(),
-                                          [](DelayedTask* delayed) {
-      uv_close(reinterpret_cast<uv_handle_t*>(&delayed->timer),
-               [](uv_handle_t* handle) {
-        std::unique_ptr<DelayedTask> task {
-            static_cast<DelayedTask*>(handle->data) };
-        task->platform_data->DecreaseHandleCount();
-      });
-    });
+    scheduled_delayed_tasks_.emplace_back(
+        delayed.release(), [](DelayedTask* delayed) {
+          uv_close(reinterpret_cast<uv_handle_t*>(&delayed->timer),
+                   [](uv_handle_t* handle) {
+                     std::unique_ptr<DelayedTask> task{
+                         static_cast<DelayedTask*>(handle->data)};
+                     task->platform_data->DecreaseHandleCount();
+                   });
+        });
+  }
+
+  std::queue<std::unique_ptr<Task>> tasks;
+  {
+    auto locked = foreground_tasks_.Lock();
+    tasks = locked.PopAll();
   }
-  // Move all foreground tasks into a separate queue and flush that queue.
-  // This way tasks that are posted while flushing the queue will be run on the
-  // next call of FlushForegroundTasksInternal.
-  std::queue<std::unique_ptr<Task>> tasks = foreground_tasks_.PopAll();
+
   while (!tasks.empty()) {
     std::unique_ptr<Task> task = std::move(tasks.front());
     tasks.pop();
     did_work = true;
     RunForegroundTask(std::move(task));
   }
+
   return did_work;
 }
 
@@ -594,66 +609,63 @@ TaskQueue<T>::TaskQueue()
       outstanding_tasks_(0), stopped_(false), task_queue_() { }
 
 template <class T>
-void TaskQueue<T>::Push(std::unique_ptr<T> task) {
-  Mutex::ScopedLock scoped_lock(lock_);
-  outstanding_tasks_++;
-  task_queue_.push(std::move(task));
-  tasks_available_.Signal(scoped_lock);
+TaskQueue<T>::Locked::Locked(TaskQueue* queue)
+    : queue_(queue), lock_(queue->lock_) {}
+
+template <class T>
+void TaskQueue<T>::Locked::Push(std::unique_ptr<T> task) {
+  queue_->outstanding_tasks_++;
+  queue_->task_queue_.push(std::move(task));
+  queue_->tasks_available_.Signal(lock_);
 }
 
 template <class T>
-std::unique_ptr<T> TaskQueue<T>::Pop() {
-  Mutex::ScopedLock scoped_lock(lock_);
-  if (task_queue_.empty()) {
+std::unique_ptr<T> TaskQueue<T>::Locked::Pop() {
+  if (queue_->task_queue_.empty()) {
     return std::unique_ptr<T>(nullptr);
   }
-  std::unique_ptr<T> result = std::move(task_queue_.front());
-  task_queue_.pop();
+  std::unique_ptr<T> result = std::move(queue_->task_queue_.front());
+  queue_->task_queue_.pop();
   return result;
 }
 
 template <class T>
-std::unique_ptr<T> TaskQueue<T>::BlockingPop() {
-  Mutex::ScopedLock scoped_lock(lock_);
-  while (task_queue_.empty() && !stopped_) {
-    tasks_available_.Wait(scoped_lock);
+std::unique_ptr<T> TaskQueue<T>::Locked::BlockingPop() {
+  while (queue_->task_queue_.empty() && !queue_->stopped_) {
+    queue_->tasks_available_.Wait(lock_);
   }
-  if (stopped_) {
+  if (queue_->stopped_) {
     return std::unique_ptr<T>(nullptr);
   }
-  std::unique_ptr<T> result = std::move(task_queue_.front());
-  task_queue_.pop();
+  std::unique_ptr<T> result = std::move(queue_->task_queue_.front());
+  queue_->task_queue_.pop();
   return result;
 }
 
 template <class T>
-void TaskQueue<T>::NotifyOfCompletion() {
-  Mutex::ScopedLock scoped_lock(lock_);
-  if (--outstanding_tasks_ == 0) {
-    tasks_drained_.Broadcast(scoped_lock);
+void TaskQueue<T>::Locked::NotifyOfCompletion() {
+  if (--queue_->outstanding_tasks_ == 0) {
+    queue_->tasks_drained_.Broadcast(lock_);
   }
 }
 
 template <class T>
-void TaskQueue<T>::BlockingDrain() {
-  Mutex::ScopedLock scoped_lock(lock_);
-  while (outstanding_tasks_ > 0) {
-    tasks_drained_.Wait(scoped_lock);
+void TaskQueue<T>::Locked::BlockingDrain() {
+  while (queue_->outstanding_tasks_ > 0) {
+    queue_->tasks_drained_.Wait(lock_);
   }
 }
 
 template <class T>
-void TaskQueue<T>::Stop() {
-  Mutex::ScopedLock scoped_lock(lock_);
-  stopped_ = true;
-  tasks_available_.Broadcast(scoped_lock);
+void TaskQueue<T>::Locked::Stop() {
+  queue_->stopped_ = true;
+  queue_->tasks_available_.Broadcast(lock_);
 }
 
 template <class T>
-std::queue<std::unique_ptr<T>> TaskQueue<T>::PopAll() {
-  Mutex::ScopedLock scoped_lock(lock_);
+std::queue<std::unique_ptr<T>> TaskQueue<T>::Locked::PopAll() {
   std::queue<std::unique_ptr<T>> result;
-  result.swap(task_queue_);
+  result.swap(queue_->task_queue_);
   return result;
 }
 
diff --git a/src/node_platform.h b/src/node_platform.h
index d6f445ce9cd93d..6462f06f6983b2 100644
--- a/src/node_platform.h
+++ b/src/node_platform.h
@@ -22,16 +22,28 @@ class PerIsolatePlatformData;
 template <class T>
 class TaskQueue {
  public:
+  class Locked {
+   public:
+    void Push(std::unique_ptr<T> task);
+    std::unique_ptr<T> Pop();
+    std::unique_ptr<T> BlockingPop();
+    void NotifyOfCompletion();
+    void BlockingDrain();
+    void Stop();
+    std::queue<std::unique_ptr<T>> PopAll();
+
+   private:
+    friend class TaskQueue;
+    explicit Locked(TaskQueue* queue);
+
+    TaskQueue* queue_;
+    Mutex::ScopedLock lock_;
+  };
+
   TaskQueue();
   ~TaskQueue() = default;
 
-  void Push(std::unique_ptr<T> task);
-  std::unique_ptr<T> Pop();
-  std::unique_ptr<T> BlockingPop();
-  std::queue<std::unique_ptr<T>> PopAll();
-  void NotifyOfCompletion();
-  void BlockingDrain();
-  void Stop();
+  Locked Lock() { return Locked(this); }
 
  private:
   Mutex lock_;
@@ -98,6 +110,8 @@ class PerIsolatePlatformData
   void RunForegroundTask(std::unique_ptr<v8::Task> task);
   static void RunForegroundTask(uv_timer_t* timer);
 
+  uv_async_t* flush_tasks_ = nullptr;
+
   struct ShutdownCallback {
     void (*cb)(void*);
     void* data;
@@ -110,7 +124,9 @@ class PerIsolatePlatformData
 
   v8::Isolate* const isolate_;
   uv_loop_t* const loop_;
-  uv_async_t* flush_tasks_ = nullptr;
+
+  // When acquiring locks for both task queues, lock foreground_tasks_
+  // first then foreground_delayed_tasks_ to avoid deadlocks.
   TaskQueue<v8::Task> foreground_tasks_;
   TaskQueue<DelayedTask> foreground_delayed_tasks_;