diff --git a/osm_mon/evaluator/evaluator.py b/osm_mon/evaluator/evaluator.py
index 6ca0dc5..0b4efde 100644
--- a/osm_mon/evaluator/evaluator.py
+++ b/osm_mon/evaluator/evaluator.py
@@ -22,8 +22,8 @@
 ##
 import asyncio
 import logging
+import multiprocessing
 import time
-import concurrent.futures
 
 from osm_mon.core.config import Config
 from osm_mon.core.message_bus_client import MessageBusClient
@@ -55,64 +55,25 @@
 
     def evaluate(self):
         log.debug('evaluate')
+        log.info('Starting alarm evaluation')
         alarms_tuples = self.service.evaluate_alarms()
-        # Starting evaluate executor pool with pool size process_pool_size. Default process_pool_size is 20
-        with concurrent.futures.ProcessPoolExecutor(self.conf.get('evaluator', 'process_pool_size')) as executor:
-            log.info('Started evaluate process pool with pool size %s' % (self.conf.get('evaluator',
-                                                                                        'process_pool_size')))
-            evaluate_futures = []
-            for alarm, status in alarms_tuples:
-                evaluate_futures.append(executor.submit(Evaluator._notify_alarm, self.conf, alarm, status))
+        processes = []
+        for alarm, status in alarms_tuples:
+            p = multiprocessing.Process(target=self.notify_alarm,
+                                        args=(alarm, status))
+            p.start()
+            processes.append(p)
+        for process in processes:
+            process.join(timeout=10)
+        log.info('Alarm evaluation is complete')
 
-            try:
-                # Wait for future calls to complete till process_timeout. Default is 50 seconds
-                for evaluate_future in concurrent.futures.as_completed(evaluate_futures,
-                                                                       self.conf.get('evaluator', 'process_timeout')):
-                    result = evaluate_future.result(timeout=int(self.conf.get('evaluator',
-                                                                              'process_timeout')))
-                    log.debug('result = %s' % (result))
-            except concurrent.futures.TimeoutError as e:
-                # Some processes have not completed due to timeout error
-                log.info('Some processes have not finished due to TimeoutError exception')
-                log.debug('concurrent.futures.TimeoutError exception %s' % (e))
-
-            # Shutting down process pool executor
-            Evaluator._stop_process_pool(executor)
-
-    @staticmethod
-    def _stop_process_pool(executor):
-        log.debug("_stop_process_pool")
-        log.info('Shutting down process pool')
-        try:
-            log.debug('Stopping residual processes in the process pool')
-            for pid, process in executor._processes.items():
-                if process.is_alive():
-                    process.terminate()
-        except Exception as e:
-            log.info("Exception during process termination")
-            log.debug("Exception %s" % (e))
-
-        try:
-            # Shutting down executor
-            log.debug('Shutting down process pool executor')
-            executor.shutdown()
-        except RuntimeError as e:
-            log.info('RuntimeError in shutting down executer')
-            log.debug('RuntimeError %s' % (e))
-        return
-
-    @staticmethod
-    def _notify_alarm(conf: Config, alarm: Alarm, status: AlarmStatus):
+    def notify_alarm(self, alarm: Alarm, status: AlarmStatus):
         log.debug("_notify_alarm")
-        resp_message = Evaluator._build_alarm_response(alarm, status)
-        msg_bus = MessageBusClient(conf)
-        loop = asyncio.get_event_loop()
+        resp_message = self._build_alarm_response(alarm, status)
         log.info("Sent alarm notification: %s", resp_message)
-        loop.run_until_complete(msg_bus.aiowrite('alarm_response', 'notify_alarm', resp_message))
-        return
+        self.loop.run_until_complete(self.msg_bus.aiowrite('alarm_response', 'notify_alarm', resp_message))
 
-    @staticmethod
-    def _build_alarm_response(alarm: Alarm, status: AlarmStatus):
+    def _build_alarm_response(self, alarm: Alarm, status: AlarmStatus):
         log.debug("_build_alarm_response")
         response = ResponseBuilder()
         tags = {}