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diff --git a/cis/cis_lb/load_balancer/randomized_suboptimal_lb.py b/cis/cis_lb/load_balancer/randomized_suboptimal_lb.py
new file mode 100644
index 0000000..db697b6
--- /dev/null
+++ b/cis/cis_lb/load_balancer/randomized_suboptimal_lb.py
@@ -0,0 +1,129 @@
+import sys
+import random
+import urllib
+import threading
+import Queue
+import json
+
+from base import LoadBalancer
+import config
+import logger
+
+class HTTPReqWorker(threading.Thread):
+    """
+    Worker thread which requests load of a CIS.
+    """
+    
+    def __init__(self, id, queue_in, queue_out):
+
+        threading.Thread.__init__(self, \
+                name = '%s%02d' % (self.__class__.__name__, id))
+        
+        self.queue_in = queue_in
+        self.queue_out = queue_out
+    
+    def run(self):
+        
+        while True:
+            url = self.queue_in.get()
+            
+            try:
+                f = urllib.urlopen(url + 'get_load')
+                r = f.read()
+                parsed_r = json.loads(r)
+            except IOError:
+                self.queue_out.put( (url, None) )
+                logger.log_msg('%s: Failed to request load to %s' \
+                        % (self.name, url), \
+                        logger.LOG_LEVEL_ERROR)
+                continue
+            
+            # Put response load to the output queue.
+            self.queue_out.put( (url, parsed_r['load']) )
+            logger.log_msg('%s: Received load %s from %s' \
+                        % (self.name, parsed_r['load'], url), \
+                    logger.LOG_LEVEL_INFO)
+
+class RandomizedSuboptimalLoadBalancer(LoadBalancer):
+    
+    def __init__(self, id, queue):
+        
+        LoadBalancer.__init__(self, id, queue)
+        
+        # Number of CIS machines that are going to be asked about their load.
+        self.k = config.RANDOMIZED_SUBOPTIMAL_LB_K
+        # Queue of load request tasks for HTTPReqWorker.
+        self.tasks_queue = Queue.Queue()
+        # Queue of CIS loads populated by HTTPReqWorker-s.
+        self.loads_queue = Queue.Queue()
+        
+        # Start HTTPReqWorker-s.
+        self.http_req_workers = []
+        for i in range(0, config.HTTP_THREADS_COUNT):
+            http_req_worker = HTTPReqWorker(i, self.tasks_queue, \
+                    self.loads_queue)
+            http_req_worker.daemon = True
+            http_req_worker.start()
+            self.http_req_workers.append(http_req_worker)
+    
+    
+    def choose(self, urls):
+        
+        self.tasks_queue.queue.clear()
+        self.loads_queue.queue.clear()
+        
+        while len(urls) != 0:
+            # Choose k CIS machines.
+            k_urls = self.subset(urls)
+            
+            # Find out their load by giving tasks to HTTPReqWorker-s.
+            for url in k_urls:
+                self.tasks_queue.put(url)
+            
+            # Wait for load answers from HTTPReqWorker-s and choose the least
+            # loaded CIS machine.
+            best_url = None
+            best_load = sys.maxint
+            for i in range(0, self.k):
+                (url, load) = self.loads_queue.get()
+                
+                if load == None:
+                    continue
+                else:
+                    load = int(load)
+                
+                if load < best_load:
+                    logger.log_msg('Got %s %s' % (url, load), \
+                            logger.LOG_LEVEL_DEBUG)
+                    best_load = load
+                    best_url = url
+            
+            if best_url != None:
+                break
+        
+        #del( urls[ urls.index(best_url) ] )
+        
+        logger.log_msg('Returning best_url = "%s"' % best_url, \
+                logger.LOG_LEVEL_DEBUG)
+        return best_url
+    
+    
+    def subset(self, _set):
+        """
+        Returns a subset of _set with at most self.k items and deletes those
+        items from _set.
+        """
+        
+        _subset = []
+        
+        for i in range(0, self.k):
+            if len(_set) == 0:
+                break
+            
+            index = random.randint(0, len(_set) - 1)
+            item = _set[index]
+            _subset.append(item)
+            del(_set[index])
+        
+        return _subset
+    
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