diff --git a/experimental/distributed/src/communication.hpp b/experimental/distributed/src/communication.hpp
index b9ce836b4..fbba7b3ce 100644
--- a/experimental/distributed/src/communication.hpp
+++ b/experimental/distributed/src/communication.hpp
@@ -754,16 +754,16 @@ class System {
     return it_reactor->second.first->FindChannel(channel_name);
   }
 
-  /** Register process id to the given location. */
-  void RegisterProcess(int64_t id, const std::string& address, uint16_t port) {
-    processes_[id] = Location(address, port);
+  /** Register memgraph node's id to the given location. */
+  void RegisterMemgraphNode(int64_t id, const std::string& address, uint16_t port) {
+    mnodes_[id] = Location(address, port);
   }
 
-  /** Finds channel using process's id. */
-  const std::shared_ptr<Channel> FindChannel(int64_t process_id,
+  /** Finds channel using memgrpah node's id. */
+  const std::shared_ptr<Channel> FindChannel(int64_t mnid,
                                              const std::string &reactor_name,
                                              const std::string &channel_name) {
-    const auto& location = processes_.at(process_id);
+    const auto& location = mnodes_.at(mnid);
     if (network().Address() == location.first &&
         network().Port() == location.second)
       return FindLocalChannel(reactor_name, channel_name);
@@ -771,7 +771,7 @@ class System {
                              channel_name);
   }
 
-  const auto& Processes() { return processes_; }
+  const auto& Processes() { return mnodes_; }
 
   void AwaitShutdown() {
     for (auto &key_value : reactors_) {
@@ -797,6 +797,6 @@ class System {
   std::unordered_map<std::string,
                      std::pair<std::unique_ptr<Reactor>, std::thread>>
       reactors_;
-  std::unordered_map<int64_t, Location> processes_;
+  std::unordered_map<int64_t, Location> mnodes_;
   Network network_;
 };
diff --git a/experimental/distributed/tests/config b/experimental/distributed/tests/config
new file mode 100644
index 000000000..cfc9046b9
--- /dev/null
+++ b/experimental/distributed/tests/config
@@ -0,0 +1,3 @@
+0 127.0.0.1 10000
+2 127.0.0.1 10001
+3 127.0.0.1 10002
diff --git a/experimental/distributed/tests/distributed.cpp b/experimental/distributed/tests/distributed.cpp
new file mode 100644
index 000000000..7e11d51d8
--- /dev/null
+++ b/experimental/distributed/tests/distributed.cpp
@@ -0,0 +1,123 @@
+#include <iostream>
+#include <fstream>
+
+#include "communication.hpp"
+
+DEFINE_int64(my_mnid, 0, "Memgraph node id");
+DEFINE_string(config_filename, "", "File containing list of all processes");
+
+/**
+ * About config file
+ *
+ * Each line contains three strings:
+ *   memgraph node id, ip address of the worker, and port of the worker
+ * Data on the first line is used to start master.
+ * Data on the remaining lines is used to start workers.
+ */
+
+/**
+ * Parse config file and register processes into system.
+ *
+ * @return Pair (master mnid, list of worker's id).
+ */
+std::pair<int64_t, std::vector<int64_t>>
+ParseConfigAndRegister(const std::string& filename, System& system) {
+  std::ifstream file(filename, std::ifstream::in);
+  assert(file.good());
+  int64_t master_mnid;
+  std::vector<int64_t> worker_mnids;
+  int64_t mnid;
+	std::string address;
+	uint16_t port;
+	file >> master_mnid >> address >> port;
+	system.RegisterMemgraphNode(master_mnid, address, port);
+  while (!(file >> mnid).eof()) {
+		file >> address >> port;
+    system.RegisterMemgraphNode(mnid, address, port);
+    worker_mnids.push_back(mnid);
+	}
+	file.close();
+	return std::make_pair(master_mnid, worker_mnids);
+}
+
+
+class Master : public Reactor {
+ public:
+  Master(System* system, std::string name, int64_t mnid,
+         std::vector<int64_t>&& worker_mnids)
+    : Reactor(system, name), mnid_(mnid), worker_mnids_(std::move(worker_mnids)) {}
+
+  virtual void Run() {
+    std::cout << "Master (" << mnid_ << ") @ " << system_->network().Address()
+              << ":" << system_->network().Port() << std::endl;
+
+    auto stream = main_.first;
+    stream->OnEvent<SenderMessage>([this](const SenderMessage &msg,
+                                          const EventStream::Subscription& subscription) {
+      std::cout << "Message from " << msg.Address() << ":" << msg.Port() << "\n";
+      ++workers_seen;
+      if (workers_seen == worker_mnids_.size()) {
+        subscription.unsubscribe();
+        std::this_thread::sleep_for(std::chrono::seconds(4));
+        CloseConnector("main");
+      }
+    });
+
+    for (auto wmnid : worker_mnids_) {
+      std::shared_ptr<Channel> channel;
+      while (!(channel = system_->FindChannel(wmnid, "worker", "main")))
+        std::this_thread::sleep_for(std::chrono::milliseconds(200));
+      channel->Send<SenderMessage>("master", "main");
+    }
+  }
+
+ protected:
+  int64_t workers_seen = 0;
+  const int64_t mnid_;
+  std::vector<int64_t> worker_mnids_;
+};
+
+class Worker : public Reactor {
+ public:
+  Worker(System* system, std::string name, int64_t mnid, int64_t master_mnid)
+      : Reactor(system, name), mnid_(mnid), master_mnid_(master_mnid) {}
+
+  virtual void Run() {
+    std::cout << "Worker (" << mnid_ << ") @ " << system_->network().Address()
+              << ":" << system_->network().Port() << std::endl;
+
+    auto stream = main_.first;
+    stream->OnEvent<SenderMessage>([this](const SenderMessage &msg,
+                                          const EventStream::Subscription &subscription) {
+      std::cout << "Message from " << msg.Address() << ":" << msg.Port() << "\n";
+      subscription.unsubscribe();
+      std::this_thread::sleep_for(std::chrono::seconds(4));
+      CloseConnector("main");
+    });
+
+    std::shared_ptr<Channel> channel;
+    while(!(channel = system_->FindChannel(master_mnid_, "master", "main")))
+      std::this_thread::sleep_for(std::chrono::milliseconds(200));
+    channel->Send<SenderMessage>("worker", "main");
+  }
+
+ protected:
+  const int64_t mnid_;
+  const int64_t master_mnid_;
+};
+
+
+int main(int argc, char *argv[]) {
+  gflags::ParseCommandLineFlags(&argc, &argv, true);
+
+  System system;
+  auto mnids = ParseConfigAndRegister(FLAGS_config_filename, system);
+  system.StartServices();
+  if (FLAGS_my_mnid == mnids.first)
+    system.Spawn<Master>("master", FLAGS_my_mnid, std::move(mnids.second));
+  else
+    system.Spawn<Worker>("worker", FLAGS_my_mnid, mnids.first);
+  system.AwaitShutdown();
+
+  return 0;
+}
\ No newline at end of file
diff --git a/experimental/distributed/tests/start_distributed.py b/experimental/distributed/tests/start_distributed.py
new file mode 100755
index 000000000..919416d73
--- /dev/null
+++ b/experimental/distributed/tests/start_distributed.py
@@ -0,0 +1,21 @@
+# Unfortunately I don't know how to force CMake to copy this script to
+# the test folder so for now you will have to do it yourself.
+
+import os
+
+command = 'gnome-terminal'
+program = './distributed'
+config_filename = 'config'
+flags = ' --minloglevel 2'
+
+f = open(config_filename, 'r')
+for line in f:
+  data = line.strip().split(' ')
+  my_mnid = data[0]
+  address = data[1]
+  port = data[2]
+  call = program + flags + ' --my_mnid ' + my_mnid + ' --address ' + address +\
+         ' --port ' + port + ' --config_filename ' + config_filename
+  command += " --tab -e '" + call + "'"
+
+os.system(command)
\ No newline at end of file