diff --git a/server/ResourceManager.cpp b/server/ResourceManager.cpp
index b3eca8b03..73f9c688e 100644
--- a/server/ResourceManager.cpp
+++ b/server/ResourceManager.cpp
@@ -15,6 +15,7 @@
  *
  */
 
+#include "ResourceManager.hpp"
 #include <gst/gst.h>
 #include <vector>
 #include <iostream>
@@ -22,7 +23,6 @@
 #include <sstream>
 #include <KurentoException.hpp>
 #include <MediaSet.hpp>
-#include "ResourceManager.hpp"
 
 #include <sys/resource.h>
 
@@ -56,26 +56,6 @@ get_int (std::string &str, char sep, int nToken)
   return 0;
 }
 
-static int64_t
-get_int64 (std::string &str, char sep, int nToken)
-{
-  size_t start = str.find_first_not_of (sep), end;
-  int count = 0;
-
-  while (start != std::string::npos) {
-    end = str.find (sep, start);
-
-    if (count++ == nToken) {
-      str[end] = '\0';
-      return atol (&str.c_str() [start]);
-    }
-
-    start = str.find_first_not_of (sep, end);
-  }
-
-  return 0;
-}
-
 static int
 getNumberOfThreads ()
 {
@@ -179,18 +159,6 @@ void killServerOnLowResources (float limit_percent)
   });
 }
 
-int64_t
-getUsedMemory ()
-{
-  std::string stat;
-  std::ifstream stat_file ("/proc/self/stat");
-
-  std::getline (stat_file, stat);
-  stat_file.close();
-
-  return get_int64 (stat, ' ', 22) / 1024;
-}
-
 } /* kurento */
 
 static void init_debug (void) __attribute__ ( (constructor) );
diff --git a/server/ResourceManager.hpp b/server/ResourceManager.hpp
index db29bbadc..e2f6be125 100644
--- a/server/ResourceManager.hpp
+++ b/server/ResourceManager.hpp
@@ -27,9 +27,6 @@ void checkResources (float limit_percent);
 
 void killServerOnLowResources (float limit_percent);
 
-/* Returns the virtual memory size in KiB */
-int64_t getUsedMemory ();
-
 } /* kurento */
 
 #endif /* __RESOURCE_MANAGER_H__ */
diff --git a/server/ServerMethods.cpp b/server/ServerMethods.cpp
index 761978be7..a1692260b 100644
--- a/server/ServerMethods.cpp
+++ b/server/ServerMethods.cpp
@@ -162,9 +162,6 @@ ServerMethods::ServerMethods (const boost::property_tree::ptree &config) :
   handler.addMethod ("closeSession", std::bind (&ServerMethods::closeSession,
                      this,
                      std::placeholders::_1, std::placeholders::_2) );
-  handler.addMethod ("getUsedMemory", std::bind (&ServerMethods::getUsedMemory,
-                     this,
-                     std::placeholders::_1, std::placeholders::_2) );
 }
 
 ServerMethods::~ServerMethods()
@@ -820,25 +817,6 @@ ServerMethods::closeSession (const Json::Value &params,
   }
 }
 
-void
-ServerMethods::getUsedMemory (const Json::Value &params,
-                              Json::Value &response)
-{
-  std::string sessionId;
-
-  try {
-    JsonRpc::getValue (params, SESSION_ID, sessionId);
-    response [SESSION_ID] = sessionId;
-  } catch (JsonRpc::CallException e) {
-  }
-
-  JsonSerializer s (true);
-
-  int64_t value = kurento::getUsedMemory();
-  s.SerializeNVP (value);
-  response = s.JsonValue;
-}
-
 ServerMethods::StaticConstructor ServerMethods::staticConstructor;
 
 ServerMethods::StaticConstructor::StaticConstructor()
diff --git a/server/ServerMethods.hpp b/server/ServerMethods.hpp
index a60491386..9079af6dd 100644
--- a/server/ServerMethods.hpp
+++ b/server/ServerMethods.hpp
@@ -78,7 +78,6 @@ class ServerMethods : public Processor
   void transaction (const Json::Value &params, Json::Value &response);
   void ping (const Json::Value &params, Json::Value &response);
   void closeSession (const Json::Value &params, Json::Value &response);
-  void getUsedMemory (const Json::Value &params, Json::Value &response);
 
   const boost::property_tree::ptree &config;
   JsonRpc::Handler handler;
diff --git a/test/server_json_test.cpp b/test/server_json_test.cpp
index dbb0825dd..7e21f9b1a 100644
--- a/test/server_json_test.cpp
+++ b/test/server_json_test.cpp
@@ -47,7 +47,6 @@ class ClientHandler : public F
   void check_connect_call ();
   void check_bad_transaction_call ();
   void check_transaction_call ();
-  void check_memory_usage();
 
   void runTests ()
   {
@@ -58,7 +57,6 @@ class ClientHandler : public F
     check_create_pipeline_call();
     check_bad_transaction_call();
     check_transaction_call();
-    check_memory_usage();
   }
 };
 
@@ -328,33 +326,6 @@ ClientHandler::check_create_pipeline_call()
   BOOST_CHECK (response["result"]["sessionId"].asString () == sessionId );
 }
 
-void
-ClientHandler::check_memory_usage()
-{
-  Json::Value request;
-  Json::Value response;
-  std::string pipeId;
-  std::string objId;
-
-  Json::Value params;
-  Json::Value constructorParams;
-  Json::Value operationParams;
-
-  request["jsonrpc"] = "2.0";
-  request["id"] = getId();
-  request["method"] = "getUsedMemory";
-  params["sessionId"] = "12345";
-  request["params"] = params;
-
-  response = sendRequest (request);
-
-  BOOST_CHECK (!response.isMember ("error") );
-  BOOST_CHECK (response.isMember ("result") );
-  BOOST_CHECK (response["result"].isObject() );
-  BOOST_CHECK (response["result"].isMember ("value") );
-  BOOST_CHECK (response["result"]["value"].isInt() );
-}
-
 BOOST_FIXTURE_TEST_SUITE ( server_json_test, ClientHandler)
 
 BOOST_AUTO_TEST_CASE ( server_json_test )