diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 0000000000000000000000000000000000000000..e524f6597c5484b5cbbfbed6e0b59966a78e0707
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.6 (venv)" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file
diff --git a/data/shed1_gps10/contact.csv b/data/shed1_gps10/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b4372e83e28177f32be29c939315da0dc2e9def
--- /dev/null
+++ b/data/shed1_gps10/contact.csv
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diff --git a/data/shed1_gps10/contactfre.csv b/data/shed1_gps10/contactfre.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f665160c7ab63eca815a24f1c2824515d3e191cc
--- /dev/null
+++ b/data/shed1_gps10/contactfre.csv
@@ -0,0 +1,1053 @@
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diff --git a/data/shed1_gps10/metadata.json b/data/shed1_gps10/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c24bc01c79dd6dfd5babfd2f47b9dccd672c996
--- /dev/null
+++ b/data/shed1_gps10/metadata.json
@@ -0,0 +1,2 @@
+{"nodes": 32, "contacts": 526, "duration":9566}
+
diff --git a/data/shed1_gps100/contact.csv b/data/shed1_gps100/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d92076b0b2078b0fb593401ed390ee3e174040d
--- /dev/null
+++ b/data/shed1_gps100/contact.csv
@@ -0,0 +1,2075 @@
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diff --git a/data/shed1_gps100/metadata.json b/data/shed1_gps100/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f5401db8bb3c9cce4e0d4f558d3ab691a6dcb8b
--- /dev/null
+++ b/data/shed1_gps100/metadata.json
@@ -0,0 +1,2 @@
+{"nodes": 38, "contacts": 1045, "duration":9801}
+
diff --git a/data/shed1_gps50/contact.csv b/data/shed1_gps50/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81c45c0d3b98c62e246a1633d5696c3d58e3c0ce
--- /dev/null
+++ b/data/shed1_gps50/contact.csv
@@ -0,0 +1,1879 @@
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diff --git a/data/shed1_gps50/metadata.json b/data/shed1_gps50/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..399c71e9f5bc3e1bd54d6954f28e3ced59ca1d07
--- /dev/null
+++ b/data/shed1_gps50/metadata.json
@@ -0,0 +1,2 @@
+{"nodes": 38, "contacts": 939, "duration":9566}
+
diff --git a/data/shed1_wifi50/contact - Copy.csv b/data/shed1_wifi50/contact - Copy.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94e11f3283a0cdf71a69cf2150f2c4c0d2c179eb
--- /dev/null
+++ b/data/shed1_wifi50/contact - Copy.csv	
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diff --git a/data/shed1_wifi50/contact.csv b/data/shed1_wifi50/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94e11f3283a0cdf71a69cf2150f2c4c0d2c179eb
--- /dev/null
+++ b/data/shed1_wifi50/contact.csv
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diff --git a/data/shed1_wifi50/metadata.json b/data/shed1_wifi50/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec9493c5d8ea1e325c3911fa6eccf58eff6cfd66
--- /dev/null
+++ b/data/shed1_wifi50/metadata.json
@@ -0,0 +1,2 @@
+{"nodes": 39, "contacts": 390, "duration":8604}
+
diff --git a/data/shed1_wifi60/contact.csv b/data/shed1_wifi60/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5521fab1ab220ceae8fbcbd6f7e1cd9355e282d
--- /dev/null
+++ b/data/shed1_wifi60/contact.csv
@@ -0,0 +1,3685 @@
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diff --git a/data/shed1_wifi60/metadata.json b/data/shed1_wifi60/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac95df9d8844d81abde85a0aaa0e5b20dc5af841
--- /dev/null
+++ b/data/shed1_wifi60/metadata.json
@@ -0,0 +1,2 @@
+{"nodes": 39, "contacts": 1842, "duration":10123}
+
diff --git a/data/shed1_wifi70/contact.csv b/data/shed1_wifi70/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e66644da87ea122e32021ee6ff80a1bbb7b4c01
--- /dev/null
+++ b/data/shed1_wifi70/contact.csv
@@ -0,0 +1,7417 @@
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diff --git a/data/shed1_wifi70/metadata.json b/data/shed1_wifi70/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..03ab4d0646ad4d3358a4a4cc82b02aaec6d1d851
--- /dev/null
+++ b/data/shed1_wifi70/metadata.json
@@ -0,0 +1,2 @@
+{"nodes": 39, "contacts": 3708, "duration":10606}
+
diff --git a/data/shed5_gps10/contact - Copy.csv b/data/shed5_gps10/contact - Copy.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f5386121c7767838bdbdc6ec4f5252ad6d1fc3e
--- /dev/null
+++ b/data/shed5_gps10/contact - Copy.csv	
@@ -0,0 +1,2691 @@
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diff --git a/data/shed5_gps10/contact.csv b/data/shed5_gps10/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..925ac6989f7f2f2b368991786339caf0dc4d8b96
--- /dev/null
+++ b/data/shed5_gps10/contact.csv
@@ -0,0 +1,2691 @@
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diff --git a/data/shed5_gps10/metadata.json b/data/shed5_gps10/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c885a7dfc69b7fe6eed1a75a7cc6629ce5d2cda6
--- /dev/null
+++ b/data/shed5_gps10/metadata.json
@@ -0,0 +1,2 @@
+{"nodes": 26, "contacts": 1345.0, "duration": 8927}
+
diff --git a/data/shed5_gps100/contact.csv b/data/shed5_gps100/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f009d4a77467ffca1193000a7019f53f7bf3d2df
--- /dev/null
+++ b/data/shed5_gps100/contact.csv
@@ -0,0 +1,9613 @@
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diff --git a/data/shed5_gps100/metadata.json b/data/shed5_gps100/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5350a16eeb826d4ee9647c367b88f34ce72eefae
--- /dev/null
+++ b/data/shed5_gps100/metadata.json
@@ -0,0 +1 @@
+{"nodes": 26, "contacts": 4806, "duration":8927}
\ No newline at end of file
diff --git a/data/shed5_gps50/contact.csv b/data/shed5_gps50/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0eae77fc2c0e3e771ceaa6e7b4db0d078f3dd16
--- /dev/null
+++ b/data/shed5_gps50/contact.csv
@@ -0,0 +1,8343 @@
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diff --git a/data/shed5_gps50/metadata.json b/data/shed5_gps50/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..200cf6848e77cb191699f816dbad7dc796525262
--- /dev/null
+++ b/data/shed5_gps50/metadata.json
@@ -0,0 +1 @@
+{"nodes": 26 ,"contacts": 4171.0, "duration": 8927}
\ No newline at end of file
diff --git a/data/shed5_merge2/contact.csv b/data/shed5_merge2/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e97f49d84240182046d45cfc5df3a9adae82ccd5
--- /dev/null
+++ b/data/shed5_merge2/contact.csv
@@ -0,0 +1,10103 @@
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diff --git a/data/shed5_merge2/metadata.json b/data/shed5_merge2/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d994459335988c6320e8e3a2eca3a4c0ec801bbd
--- /dev/null
+++ b/data/shed5_merge2/metadata.json
@@ -0,0 +1 @@
+{"nodes": 26, "contacts": 5051, "duration": 8927}
\ No newline at end of file
diff --git a/data/shed5_merge3/contact.csv b/data/shed5_merge3/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f838eea21109bd14833b10123e3ac887e81b403
--- /dev/null
+++ b/data/shed5_merge3/contact.csv
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diff --git a/data/shed5_merge3/metadata.json b/data/shed5_merge3/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..81e1d71fccee97144ee0ac9371f70c0977185129
--- /dev/null
+++ b/data/shed5_merge3/metadata.json
@@ -0,0 +1,2 @@
+{"nodes": 26, "contacts": 7548, "duration": 8927}
+
diff --git a/data/shed5_merge3/shed5_merge1/contact.csv b/data/shed5_merge3/shed5_merge1/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c481e18b474b0731735134f369ef9bc5159abba
--- /dev/null
+++ b/data/shed5_merge3/shed5_merge1/contact.csv
@@ -0,0 +1,3221 @@
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diff --git a/data/shed5_merge3/shed5_merge1/metadata.json b/data/shed5_merge3/shed5_merge1/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3de5530b8d0c23dd0b3b7a0b386731e3824583f7
--- /dev/null
+++ b/data/shed5_merge3/shed5_merge1/metadata.json
@@ -0,0 +1 @@
+{"nodes": 26, "contacts": 1610, "duration": 8927}
\ No newline at end of file
diff --git a/data/shed5_wifi50/contact.csv b/data/shed5_wifi50/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57ee104568b9687c455b18c401b61fca3c22c01e
--- /dev/null
+++ b/data/shed5_wifi50/contact.csv
@@ -0,0 +1,539 @@
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diff --git a/data/shed5_wifi50/contactwifi - Copy.csv b/data/shed5_wifi50/contactwifi - Copy.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be7c169e7ad6be5d48fd8d6559098a881f0ccecf
--- /dev/null
+++ b/data/shed5_wifi50/contactwifi - Copy.csv	
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diff --git a/data/shed5_wifi50/metadata.json b/data/shed5_wifi50/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..82b2217f9d9e34479f5862f8265dae06a581ae57
--- /dev/null
+++ b/data/shed5_wifi50/metadata.json
@@ -0,0 +1 @@
+{"nodes": 26, "contacts": 270, "duration": 8245}
\ No newline at end of file
diff --git a/data/shed5_wifi60/contact wifi60- Copy.csv b/data/shed5_wifi60/contact wifi60- Copy.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc54040f5fe896cbeb59c2ef18708def8c081b73
--- /dev/null
+++ b/data/shed5_wifi60/contact wifi60- Copy.csv	
@@ -0,0 +1,1801 @@
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diff --git a/data/shed5_wifi60/contact.csv b/data/shed5_wifi60/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc54040f5fe896cbeb59c2ef18708def8c081b73
--- /dev/null
+++ b/data/shed5_wifi60/contact.csv
@@ -0,0 +1,1801 @@
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diff --git a/data/shed5_wifi60/metadata.json b/data/shed5_wifi60/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e6c4e80966979dad9943eee11798867b8d478360
--- /dev/null
+++ b/data/shed5_wifi60/metadata.json
@@ -0,0 +1 @@
+{"nodes": 26, "contacts": 900, "duration": 8820}
\ No newline at end of file
diff --git a/data/shed5_wifi70/contact.csv b/data/shed5_wifi70/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aae42c2f2269418f486b0d379ee3e87a665d388c
--- /dev/null
+++ b/data/shed5_wifi70/contact.csv
@@ -0,0 +1,5511 @@
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diff --git a/data/shed5_wifi70/metadata.json b/data/shed5_wifi70/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..12dc0eb781cf0dfdcb56b1894f64ad843a118fe7
--- /dev/null
+++ b/data/shed5_wifi70/metadata.json
@@ -0,0 +1 @@
+{"nodes": 26, "contacts": 2755, "duration":8868}
\ No newline at end of file
diff --git a/data/shed7_jarrod/contact.csv b/data/shed7_jarrod/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5621a09f881d7498bb6dd1c6b61024db8f53d978
--- /dev/null
+++ b/data/shed7_jarrod/contact.csv
@@ -0,0 +1,5901 @@
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diff --git a/data/shed7_jarrod/metadata.json b/data/shed7_jarrod/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..02446b54a06772eeb7c50d89bd81834b4425d96c
--- /dev/null
+++ b/data/shed7_jarrod/metadata.json
@@ -0,0 +1 @@
+{"nodes": 44, "contacts": 2950.0, "duration": 8038}
\ No newline at end of file
diff --git a/data/termite/contact.csv b/data/termite/contact.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c62e6cc6bf144a413e57d7dec0747e6c6376d15
--- /dev/null
+++ b/data/termite/contact.csv
@@ -0,0 +1,1481 @@
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diff --git a/data/termite/metadata.json b/data/termite/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..957493beeebcb269c2645ed2d9d33b52e9a2b361
--- /dev/null
+++ b/data/termite/metadata.json
@@ -0,0 +1,2 @@
+{"nodes": 30, "contacts": 272, "duration":500}
+
diff --git a/examples/shed.py b/examples/shed.py
index 975c461a759e90d9b543e783f7c55ab5b01c2ea6..20413d1c6cbd7c02b1ee402b139fd6024d70ce3c 100644
--- a/examples/shed.py
+++ b/examples/shed.py
@@ -11,11 +11,10 @@ from collections import namedtuple
 from multiprocessing import Pool
 from os import path
 from pprint import pprint
-
-from pydtnsim import Network, RandomTraffic, Node, EpidemicNode, CSVTrace
-from pydtnsim.community import BubbleKCliqueNode, BubbleLouvainNode
-from pydtnsim.community import HCBFKCliqueNode, HCBFLouvainNode
-
+from pydtn import Network, RandomTraffic, Node, EpidemicNode, CSVTrace
+from pydtn.community import BubbleKCliqueNode, BubbleLouvainNode
+from pydtn.community import HCBFKCliqueNode, HCBFLouvainNode
+from pydtn.community import HCBFAGKmeansNode, BubbleAGKmeansNode
 
 Simulation = namedtuple("Simulation", ["trace", "node_type", "seed"])
 
@@ -28,14 +27,14 @@ def run_simulation(simulation):
     metadata = path.join(simulation.trace, "metadata.json")
     trace = CSVTrace(csv, metadata=metadata)
 
-    epoch = 7 * 24 * 60 * 60  # 7 days
-
+    epoch = 7*24*60*60  # 7 days
     node_type = simulation.node_type
     node_options = {
-        "tick_rate": 5 * 60,  # 5 mins
-        "epoch": epoch,
-        "k": 3,
-        "context": {},
+        'tick_rate': 5 * 60,  # 5 mins
+        'epoch': epoch,
+        'k': 3,
+        'agk': 3,
+        'context': {}
     }
     nodes = {
         node_id: simulation.node_type(**node_options)
@@ -73,26 +72,20 @@ def main(args):
     node_types = [
         Node,  # direct delivery
         EpidemicNode,
-        BubbleKCliqueNode,
-        HCBFKCliqueNode,
+        BubbleAGKmeansNode,
+        HCBFAGKmeansNode,
         BubbleLouvainNode,
         HCBFLouvainNode,
+        BubbleKCliqueNode,
+        HCBFKCliqueNode,
     ]
 
-    if args["batch"] > 1:  # batch mode with random seeds
-        for _ in range(args["batch"]):
-            seed = randint(0, 500)
-            for node_type in node_types:
-                sim = Simulation(trace=trace, node_type=node_type, seed=seed)
-                simulations.append(sim)
-    else:
-        for seed in args["seeds"]:  # seed mode with inputted seeds
-            for node_type in node_types:
-                sim = Simulation(trace=trace, node_type=node_type, seed=seed)
-                simulations.append(sim)
-
     results = {}
 
+    for seed in args['seeds']:
+        for node_type in node_types:
+            sim = Simulation(trace=trace, node_type=node_type, seed=seed)
+            simulations.append(sim)
     for stats in pool.imap_unordered(run_simulation, simulations):
         if not args["quiet"]:
             log(stats)
diff --git a/kmeans/kmeans.py b/kmeans/kmeans.py
new file mode 100644
index 0000000000000000000000000000000000000000..f6ce44e7c3a54efab5113b7963b9da77bf553e78
--- /dev/null
+++ b/kmeans/kmeans.py
@@ -0,0 +1,98 @@
+import numpy as np
+import pandas as pd
+import networkx as nx
+from collections import defaultdict
+__author__ = 'Fatemeh Zare<faz361@mail.usask.ca>'
+"""
+ Advanced graph-based k-means is an appropriate algorithm for the datasets which have lots of dynamic objects.
+ Instead of passing through space, Advanced graph-based k-means can only pass through certain points. Thus, it can be applied to datasets
+which can be modeled as graphs.
+In Advanced graph-based k-means, initial centroids would be selected based on
+Global Unique Interaction instead of random selection. Wisely selection of initial
+centroids would decrease the probability of falling into the local optimal clustering.
+"""
+
+
+
+def agkmeans(G, k):
+
+    index_list1 = []
+    for i in G.node:
+        index_list1.append(i)
+    df_initial = pd.DataFrame(columns=['node', 'degree', 'centroid'], index=index_list1)
+    df_initial = df_initial.reset_index(drop=True)
+    p = 0
+    for i in G.node:
+        df_initial["node"][p] = i
+        df_initial["degree"][p] = G.degree(i)
+        p = p + 1
+
+    df_initial.sort_values("degree", inplace=True, ascending=False)
+    df_initial = df_initial.reset_index(drop=True)
+
+    k_list = []
+    for d in range(0, k):
+        k_list.append(df_initial['node'][d])
+
+    df2 = pd.DataFrame(columns=['node', 'shoretest_path_centroid', 'centroid'])
+    df2['node'] = df_initial['node']
+
+    def assignment1(G, df, randomlist):
+        df['shoretest_path_centroid'] = float('inf')
+        df['centroid'] = None
+        for j in randomlist:
+            for i in G.node:
+                b = df.loc[df['node'] == i, 'shoretest_path_centroid'].iloc[0]
+
+                try:
+                    n = nx.shortest_path_length(G, i, j)
+                except nx.NetworkXNoPath:
+                    n=1000000000000000000
+                if n < b:
+                    df.loc[df['node'] == i, 'shoretest_path_centroid'] = n
+                    df.loc[df['node'] == i, 'centroid'] = j
+
+        randomlist.sort()
+        return (randomlist)
+
+    def update(G, df2, k_list):
+        df2_sum = df2.groupby(['centroid'])['shoretest_path_centroid'].sum()
+
+        for i in k_list:
+            for j in G.neighbors(i):
+                p = 0
+                sump = 0
+                for b in G.node:
+                    if (df2.loc[df2['node'] == b, 'centroid'].iloc[0] == i):
+                        try:
+                            p = nx.shortest_path_length(G, j, b)
+                        except nx.NetworkXNoPath:
+                            p = float('inf')
+
+                        sump += p
+                if sump < df2_sum[i]:
+                    df2.loc[df2['centroid'] == i, 'centroid'] = j
+
+        for i in df2['node']:
+            b = df2.loc[df2['node'] == i, 'centroid'].iloc[0]
+            try:
+                v = nx.shortest_path_length(G, i, b)
+            except nx.NetworkXNoPath:
+                v = float('inf')
+            df2.loc[df2['node'] == i, 'shoretest_path_centroid'] = v
+#
+        lista = df2['centroid'].unique().tolist()
+        return (lista)
+
+    a=assignment1(G, df2, k_list)
+
+    b=update(G, df2, k_list)
+
+    while (a.sort() != b.sort()):
+        k_list = b
+        a=assignment1(G, df2, k_list)
+        b=update(G, df2, k_list)
+
+    dict1=df2.set_index('node')['centroid'].to_dict()
+    return (dict1)
+
diff --git a/pydtn-develop (2) b/pydtn-develop (2)
new file mode 160000
index 0000000000000000000000000000000000000000..5623647f0a969c37d838e7b43e0cdf9a6229c36f
--- /dev/null
+++ b/pydtn-develop (2)	
@@ -0,0 +1 @@
+Subproject commit 5623647f0a969c37d838e7b43e0cdf9a6229c36f
diff --git a/pydtnsim/__init__.py b/pydtnsim/__init__.py
index dff477feac99210888c9a592c9d0c83b94fc1cea..60d0773b2238142e2ddc4205d115e8acb1ddb80b 100644
--- a/pydtnsim/__init__.py
+++ b/pydtnsim/__init__.py
@@ -1,5 +1,5 @@
 """
-pydtnsim is a module for simulating delay tolerant networks.
+pydtn is a module for simulating delay tolerant networks.
 
 A simulation is made up from a Network which contains:
 - A group of nodes which are responsible for forwarding packets to each other.
@@ -9,6 +9,7 @@ A simulation is made up from a Network which contains:
   source, and which node is the destination.
 """
 
+
 __all__ = [
     'Network',
     'Buffer',
@@ -32,33 +33,34 @@ __all__ = [
 ]
 __version__ = '0.2'
 __author__ = 'Jarrod Pas <j.pas@usask.ca>'
-
 from collections import ChainMap, defaultdict, namedtuple, OrderedDict
 import csv
 import json
 from itertools import count
 from random import Random
 from time import time
-
+from array import array
+from operator import itemgetter
+import operator
+import random
+import datetime
+import numpy as np
+import numpy.random as rand
 import simpy
 
+# Network simulation.
+# Keyword Arguments:
+# - nodes -- the nodes of the network in a dictionary of id to node.
+# - trace -- a generator that yield Contact objects.
+# - traffic -- a generator that yields Traffic objects.
+# Running a simulation:
+# To run the simulation call the `run` method.Statistics:
+# There are two ways to get statistics from the simulation, via either the
+# `stats` or the `stats_summary` property."""
 
-class Network:
-    """
-    Network simulation.
-
-    Keyword Arguments:
-    - nodes -- the nodes of the network in a dictionary of id to node.
-    - trace -- a generator that yield Contact objects.
-    - traffic -- a generator that yields Traffic objects.
-
-    Running a simulation:
-    To run the simulation call the `run` method.
 
-    Statistics:
-    There are two ways to get statistics from the simulation, via either the
-    `stats` or the `stats_summary` property.
-    """
+class Network:
+    """A network module for keeping informations."""
 
     def __init__(self, nodes=None, trace=None, traffic=None):
         """Create a network."""
@@ -78,6 +80,7 @@ class Network:
 
         if not traffic:
             traffic = []
+
         self.traffic = traffic
 
         self.packets = []
@@ -111,7 +114,10 @@ class Network:
                 yield self.env.timeout(contact.time - self.now)
 
             node_a = self.nodes[contact.a]
+            node_a.name = contact.a
+
             node_b = self.nodes[contact.b]
+            node_b.name = contact.b
 
             if contact.join:
                 node_a.join(node_b)
@@ -128,12 +134,7 @@ class Network:
         return self.env.now
 
     def run(self, until=None):
-        """
-        Run the simulation.
-
-        Keyword Arguments:
-        until -- tick to run the simulation to and stop
-        """
+        """Simulate running till end dutycycle."""
         if until is None:
             until = self.trace_done
 
@@ -153,6 +154,7 @@ class Network:
             'sim-time': self.env.now,
             'packets': packets,
             'nodes': nodes,
+
         }
 
         stats.update(self._stats)
@@ -191,6 +193,8 @@ class Network:
         else:
             stats['delivery-cost'] = 0
             stats['latency'] = 0
+        stats['total_delay'] = sum(packets['total_delay'])
+        stats['energy'] = sum(packets['energy'])
 
         for stat, values in packets.items():
             if stat.startswith('hops'):
@@ -203,6 +207,8 @@ class Network:
 PacketInfo = namedtuple('PacketInfo', [
     'source', 'destination', 'created', 'time_to_live', 'payload'
 ])
+DELAY_ARRAY = []
+COPY_ARRAY = []
 
 
 class Packet:
@@ -215,6 +221,8 @@ class Packet:
         self.received = None
         self.dropped = None
         self._stats = defaultdict(int)
+        self.total_hops = None
+        self.energy = None
 
     @property
     def source(self):
@@ -246,22 +254,50 @@ class Packet:
         """Return deadline of packet."""
         return self.created + self.time_to_live
 
+    @property
+    def name(self):
+        """Packets name which is their generation time."""
+        return self.created
+
     @property
     def expired(self):
         """Is the packet expired."""
         return self.network.now > self.deadline
 
     def sent(self, target, reason=None):
-        """Send the packet from source to taget."""
+        """Send the packet from source to target."""
         self._stats['hops'] += 1
+        DELAY_ARRAY.append(target.name)
+
         if reason:
             self._stats['hops-%s' % reason] += 1
 
         if target is self.destination:
-            if self.received is None:
-                self.received = 0
-                self._stats['delay'] = self.network.now - self.created
-            self.received += 1
+
+            if self.recieved is None:
+                self.recieved = 0
+                self.total_hops = 0
+                self.hop = 0
+                self.total_delay = 0
+                self.energy = 0
+
+            self._stats['delay'] = self.network.now - self.created
+
+            self.total_delay = self.network.now - self.created
+            self._stats['total_delay'] += (self.total_delay/300)
+            DELAY_ARRAY.append(self._stats['total_delay'])
+
+            self.hop = self._stats['hops']
+            self.total_hops += self.hop
+
+            self.energy += self.hop
+            self._stats['energy'] += self.energy
+            if self._stats['copy'] == 0:
+                self._stats['copy'] = 1
+            COPY_ARRAY.append(self._stats['copy'])
+            self._stats['total_hops'] = int(self.total_hops
+                                            / self._stats['copy'])
+            self.recieved += 1
 
     def drop(self):
         if self.dropped is None:
@@ -272,8 +308,12 @@ class Packet:
         """Return statistcs for a packet."""
         stats = {}
 
-        if self.received:
-            stats['received'] = self.received
+        if self.recieved:
+            stats['recieved'] = self.recieved
+            stats['total_hops'] = self.total_hops
+            stats['total_delay'] = self.total_delay
+            stats['energy'] = self.energy
+
         if self.dropped:
             stats["dropped"] = self.dropped
 
@@ -304,15 +344,24 @@ class Buffer:
         """
         if capacity is None:
             self.capacity = float('inf')
+            # self.capacity = float('inf')
         else:
             self.capacity = capacity
         self.store = OrderedDict()
+        self.counter = 0
 
     @property
     def full(self):
         """Is the buffer full."""
+        # for packet in self.store:
+        # return sum(iter(list(self.store.items()))) >= self.capacity
         return len(self.store) >= self.capacity
 
+    def counteri(self):
+        """Count packets numbers."""
+        self.counter += 1
+        return self.counter
+
     def add(self, packet):
         """
         Add a packet to the buffer.
@@ -410,14 +459,12 @@ class BufferFactory:
 
 
 class Node:
-    """
-    Basic implementation of a node.
-
-    Forwards directly to destination node.
-    """
+    """Basic implementation of a node.Forwards directly to destination node."""
 
     class SendFailed(Exception):
         """Raised when a send fails."""
+    file_flag = False
+    file_date_time = None
 
     def __init__(self, **options):
         """Create a node."""
@@ -425,11 +472,12 @@ class Node:
 
         buffer_factory = BufferFactory()
         self.buffer = buffer_factory.create_buffer(capacity=options.get('buffer_capacity', None), name = options.get('buffer_type', None))
+        self.name = None
         self._neighbours = set()
 
         self.options = ChainMap(options, {
             'bandwidth': float('inf'),
-            'tick_rate': 1,
+            'tick_rate': 1
         })
 
         self._stats = defaultdict(int)
@@ -474,6 +522,15 @@ class Node:
         if node in self._neighbours:
             self._neighbours.remove(node)
 
+    def record(self, fname, message):
+        """Record all intermediate packet transmissions."""
+        if self.file_flag is False:
+            self.file_flag = True
+            self.file_date_time = str(datetime.datetime.now())
+        file_name = fname+"_"+'.txt'
+        with open(file_name, 'a') as file:
+            file.write(message+'\n')
+
     @property
     def neighbours(self):
         """Return nodes within transmission range."""
@@ -482,6 +539,7 @@ class Node:
     def forward(self, packet):
         """Forward packet directly to their destination if possible."""
         if packet.destination in self.neighbours:
+
             return {packet.destination: 'direct'}
         # forward to nobody
         return {}
@@ -491,22 +549,30 @@ class Node:
         env = self.network.env
 
         for packet in self.buffer:
+            bandwidthi = len(packet)
             if packet.expired:
                 self.packet_expiry(packet)
                 continue
-
             forwards = self.forward(packet)
             if forwards:
                 delay = len(packet) / self.options['bandwidth']
                 yield env.timeout(delay)
                 self._stats['broadcasts'] += 1
-
+            # counting the number of packet copies generated
+            if packet._stats['copy'] is None:
+                packet._stats['copy'] = 1
+            icopy = 0
             for target, reason in forwards.items():
-                try:
-                    self.send(packet, target, reason)
-                    self.send_success(packet, target)
-                except Node.SendFailed:
-                    self.send_failure(packet, target)
+                icopy += 1
+                if icopy >= 2:
+                    packet._stats['copy'] += 1
+                if bandwidthi <= self.options['bandwidth']:
+                    try:
+                        self.send(packet, target, reason)
+                        self.send_success(packet, target)
+                        bandwidthi += len(packet)
+                    except Node.SendFailed:
+                        self.send_failure(packet, target)
 
     def send(self, packet, target, reason=None):
         """
@@ -516,8 +582,17 @@ class Node:
         reason -- why the packet was sent (optional)
         """
         if target in self.neighbours:
+            self.buffer.counteri()
             target.recv(packet, source=target)
             packet.sent(target, reason=reason)
+            # all message transmissions in intermediate nodes
+            #  are captured in send_data.txt file
+            message = "N[" + str(self.name) + '] send to N[' + \
+                str(target.name) + \
+                ']_source:' + str(packet.source.name) + \
+                ', destination:' + str(packet.destination.name) + \
+                ', packet name: ' + str(packet.name)
+            self.record('send_data', message=message)
         else:
             raise Node.SendFailed('nodes are not neighbours')
 
@@ -528,6 +603,7 @@ class Node:
         Removes the sent packet from the buffer.
         """
         # pylint: disable=unused-argument
+
         self.buffer.remove(packet)
 
     def send_failure(self, packet, target):
@@ -548,9 +624,18 @@ class Node:
         # pylint: disable=unused-argument
         if packet.destination is self:
             return
-
+# buffer policy and limitation for storing packets
         if not self.buffer.add(packet):
-            raise Node.SendFailed('buffer full')
+            msgdealine = []
+            for item in self.buffer.store:
+                msgdealine.append(item.deadline)
+            minmsgddline = (min(msgdealine))
+            if packet.deadline > minmsgddline:
+                for msg in self.buffer.store:
+                    if msg.deadline == minmsgddline:
+                        self.buffer.remove(msg)
+                        self.buffer.add(packet)
+                        break
 
     @property
     def stats(self):
@@ -583,12 +668,13 @@ class EpidemicNode(Node):
         Epidemic Heuristic:
         - Forward the packet to all neighbours that I have not forwarded
           to so far.
+
         """
         forward = {
             neighbour: 'epidemic'
             for neighbour in self.neighbours
             if neighbour not in self.__sent[packet]
-        }
+                }
 
         return forward
 
@@ -625,7 +711,6 @@ class FloodingNode(Node):
             neighbour: 'flood'
             for neighbour in self.neighbours
         }
-
         return forward
 
     def send_success(self, packet, target):
@@ -634,6 +719,7 @@ class FloodingNode(Node):
 
         Do nothing, overrides default of removing from buffer.
         """
+        pass
 
 
 Contact = namedtuple('Contact', ['time', 'a', 'b', 'join'])
@@ -687,12 +773,14 @@ class CSVTrace(Trace):
         if metadata is not None:
             with open(metadata) as metadata_file:
                 nodes = json.load(metadata_file)['nodes']
+
         else:
             with open(self.path) as csv_file:
                 csv_file = csv.reader(csv_file)
                 next(csv_file)
                 nodes = set()
                 for _, node_a, node_b, _ in csv_file:
+
                     nodes.add(node_a)
                     nodes.add(node_b)
                 nodes = len(nodes)
@@ -704,7 +792,7 @@ class CSVTrace(Trace):
         with open(self.path) as csv_file:
             csv_file = csv.reader(csv_file)
             # skip header
-            next(csv_file)  # pylint: disable=stop-iteration-return
+            next(csv_file)
             for row in csv_file:
                 yield self.create_contact(*map(int, row))
 
@@ -718,6 +806,7 @@ class RandomTrace(Trace):
         self._node_list = list(nodes)
         self.step = step
         self.seed = seed
+        self.seed = seed
 
     def __iter__(self):
         """Yield random trace."""
@@ -736,8 +825,12 @@ class Traffic:
 
     def __init__(self, **options):
         """Create traffic generator."""
+        # packets ttl canbe set here, any number instead of 'inf'
         self.time_to_live = options.get('time_to_live', float('inf'))
-        self.payload = options.get('payload', 0)
+        # message sizes can be set here, for example it can
+        # be a random number from 20 to 40 instead of 0
+        # randint(20,40))
+        self.payload = options.get('payload', '0')
 
     def __iter__(self):
         """Yield no traffic."""
@@ -782,20 +875,48 @@ class RandomManyToManyTraffic(Traffic):
 
     def random_pair(self, random):
         """Return random pair of nodes."""
-        source = destination = random.choice(self.sources)
+        # source= random.choice(self.sources)
+        # destination = random.choice(self.destinations)
+        source = random.choice(self.sources)
+        # if users want to select specific nodes as source
+        # and destiation they can do it by nodes' namethe
+        # following code  nodes 1,2,3 and 4 in the dataset
+        # would be selected as source node
+        # source=random.choice([1,2,3,4])
+        destination = random.choice(self.sources)
+
         while destination == source:
-            destination = random.choice(self.destinations)
+            destination = random.choice(self.sources)
         return source, destination
 
     def __iter__(self):
         """Yield infinite random traffic."""
         random = Random(self.seed)
 
+        # Message genration rate can be change here
+        # for example if you remove the following
+        # to have the comments as code
+        # message generation rate is in a way that for the
+        #  first 3000 seconds one msg in generated in each dc
+        # but for the rest every 3 dc one message is generated
+        # changetime=30000
+        # new rate=900
+
         for now in count(start=self.start, step=self.step):
+
             for _ in range(self.traffic_per_step):
+
                 source, destination = self.random_pair(random)
+                # nowtime=int(now)
+
+                # if (nowtime<changetime):
+
                 yield self.create_packet(now, source, destination)
 
+                # elif (nowtime>=changetime):
+
+                # yield self.create_packet(nowtime+newrate,source,destination)
+
 
 class RandomManyToOneTraffic(RandomManyToManyTraffic):
     """Generate random traffic from any source to a single node."""
diff --git a/pydtnsim/community.py b/pydtnsim/community.py
index fd887bfdcf5a8000c1623bc7d3164689d264c5cd..894bb9516375d38ae26c21e73b039634efff7c47 100644
--- a/pydtnsim/community.py
+++ b/pydtnsim/community.py
@@ -1,5 +1,5 @@
 """
-pydtnsim community module.
+pydtn community module.
 
 Implements the following community detection schemes on epochs:
 - Louvain community detection
@@ -14,26 +14,31 @@ __all__ = [
     "Community",
     "KCliqueCommunity",
     "LouvainCommunity",
+    "AGKmeansCommunity",
+
     "CommunityNode",
     "KCliqueNode",
+    "AGKmeansNode",
     "LouvainNode",
     "BubbleNode",
     "BubbleKCliqueNode",
+    "BubbleAGKmeansNode",
     "BubbleLouvainNode",
     "HCBFNode",
     "HCBFKCliqueNode",
+    "HCBFAGKmeansNode",
     "HCBFLouvainNode",
 ]
 __author__ = "Jarrod Pas <j.pas@usask.ca>"
+__author__ = 'Fatemeh zr <faz361@usask.ca>'
 
 from collections import defaultdict
 from itertools import product
 from functools import partial
-
 import networkx as nx
 from community import best_partition as louvain_partition
-
 from pydtnsim import Node
+from pydtnsim.kmeans import agkmeans
 
 
 class Community:
@@ -218,6 +223,36 @@ class KCliqueCommunity(Community):
         )
 
 
+class AGKmeansCommunity(Community):
+    """AGK-means community detection."""
+
+    def __init__(self, epoch, agk):
+        """Create a k-clique community detector."""
+        super().__init__(epoch)
+        self.agk = agk
+
+    def partition(self):
+        """Partition graph by AGk-means communities method."""
+        graph = nx.Graph()
+        nodes = {
+            id(node): node
+            for node in self.graph_old.nodes()
+        }
+        graph.add_nodes_from(nodes)
+        for node_a, node_b, weight in self.graph_old.edges(data='weight'):
+            graph.add_edge(id(node_a), id(node_b), {'weight': weight})
+
+        partitions = agkmeans(graph, k=self.agk)
+
+        communities = defaultdict(set)
+        for node, community in partitions.items():
+            # get actual node from it's id
+            communities[community].add(nodes[node])
+
+        for community in communities.values():
+            yield frozenset(community)
+
+
 class LouvainCommunity(Community):
     """Louviain community detection."""
 
@@ -233,7 +268,6 @@ class LouvainCommunity(Community):
             graph.add_edge(id(node_a), id(node_b), weight=weight)
 
         partitions = louvain_partition(graph)
-
         communities = defaultdict(set)
         for node, community in partitions.items():
             # get actual node from it's id
@@ -352,6 +386,23 @@ class KCliqueNode(CommunityNode):
         super().__init__(**options)
 
 
+class AGKmeansNode(CommunityNode):
+    """Wrapper to add kclique community detection automatically to a node."""
+
+    def __init__(self, **options):
+        """
+        Create k-clique node.
+
+        Keyword Arguments:
+        epoch -- how often to recalculate communities
+        k -- initial community size
+        """
+        def _create():
+            return AGKmeansCommunity(options['epoch'], options['agk'])
+        options['community'] = shared_community(options['context'], _create)
+        super().__init__(**options)
+
+
 def _decide(node, others, key):
     """
     Make a decision on which node to send to best is decided based on key.
@@ -407,10 +458,20 @@ class BubbleNode(CommunityNode):
 class BubbleKCliqueNode(KCliqueNode, BubbleNode):
     """Bubble node with k-clique community detection."""
 
+    pass
+
+
+class BubbleAGKmeansNode(AGKmeansNode, BubbleNode):
+    """Bubble node with k-clique community detection."""
+
+    pass
+
 
 class BubbleLouvainNode(LouvainNode, BubbleNode):
     """Bubble node with louvain community detection."""
 
+    pass
+
 
 class HCBFNode(CommunityNode):
     """Node with Hybrid Community Based forwarding."""
@@ -460,6 +521,16 @@ class HCBFNode(CommunityNode):
 class HCBFKCliqueNode(KCliqueNode, HCBFNode):
     """HCBF node with k-clique community detection."""
 
+    pass
+
+
+class HCBFAGKmeansNode(AGKmeansNode, HCBFNode):
+    """HCBF node with k-clique community detection."""
+
+    pass
+
 
 class HCBFLouvainNode(LouvainNode, HCBFNode):
     """HCBF node with louvain community detection."""
+
+    pass
diff --git a/pydtnsim/kmeans.py b/pydtnsim/kmeans.py
new file mode 100644
index 0000000000000000000000000000000000000000..22133d77a5a6b7262ddf0a19712dcc377f24748c
--- /dev/null
+++ b/pydtnsim/kmeans.py
@@ -0,0 +1,102 @@
+"""AGKmeans code."""
+import pandas as pd
+import networkx as nx
+__author__ = 'Fatemeh Zare<faz361@mail.usask.ca>'
+"""
+ Advanced graph-based k-means is an appropriate algorithm for the datasets
+which have lots of dynamic objects.
+ Instead of passing through space, Advanced graph-based k-means can only
+  pass through certain points. Thus, it can be applied to datasets
+which can be modeled as graphs.
+In Advanced graph-based k-means, initial centroids would be selected based on
+Global Unique Interaction instead of random selection.
+ Wisely selection of initial
+centroids would decrease the probability of falling
+into the locally optimal clustering.
+"""
+
+
+def agkmeans(graph, k):
+    """Initialize selection of centrids."""
+    index_list1 = []
+    for nodei in graph.node:
+        index_list1.append(nodei)
+    df_initial = pd.DataFrame(columns=['node', 'degree', 'centroid'],
+                              index=index_list1)
+    df_initial = df_initial.reset_index(drop=True)
+    counter = 0
+    for nodei in graph.node:
+        df_initial["node"][counter] = nodei
+        df_initial["degree"][counter] = graph.degree(nodei)
+        counter = counter + 1
+
+    df_initial.sort_values("degree", inplace=True, ascending=False)
+    df_initial = df_initial.reset_index(drop=True)
+
+    k_list1 = df_initial['node'].tolist()
+    k_list = k_list1[:k]
+
+    df2 = pd.DataFrame(columns=['node', 'shoretest_path_centroid', 'centroid'])
+    df2['node'] = df_initial['node']
+
+    def assignment1(graph, graphdf, randomlist):
+        graphdf['shoretest_path_centroid'] = float('inf')
+        graphdf['centroid'] = None
+        for j in randomlist:
+            for i in graph.node:
+                valueb = graphdf.loc[graphdf['node'] == i,
+                                     'shoretest_path_centroid'].iloc[0]
+
+                try:
+                    nvalue = nx.shortest_path_length(graph, i, j)
+                except nx.NetworkXNoPath:
+                    nvalue = 100000000000000000000000000000000
+                if nvalue < valueb:
+                    graphdf.loc[graphdf['node'] == i,
+                                'shoretest_path_centroid'] = nvalue
+                    graphdf.loc[graphdf['node'] == i, 'centroid'] = j
+
+        randomlist.sort()
+        return randomlist
+
+    def update(graph, df2, k_list):
+        df2_sum = df2.groupby(['centroid'])['shoretest_path_centroid'].sum()
+
+        for i in k_list:
+            for j in graph.neighbors(i):
+                newshortpath = 0
+                sump = 0
+                for nodeb in graph.node:
+                    if (df2.loc[df2['node'] == nodeb,
+                                'centroid'].iloc[0] == i):
+                        try:
+                            newshortpath = nx.shortest_path_length(graph,
+                                                                   j, nodeb)
+                        except nx.NetworkXNoPath:
+                            newshortpath = float('inf')
+
+                        sump += newshortpath
+                if sump < df2_sum[i]:
+                    df2.loc[df2['centroid'] == i, 'centroid'] = j
+
+        for i in df2['node']:
+            updatepath = df2.loc[df2['node'] == i, 'centroid'].iloc[0]
+            try:
+                value = nx.shortest_path_length(graph, i, updatepath)
+            except nx.NetworkXNoPath:
+                value = float('inf')
+            df2.loc[df2['node'] == i, 'shoretest_path_centroid'] = value
+
+        lista = df2['centroid'].unique().tolist()
+        return lista
+
+    newassign = assignment1(graph, df2, k_list)
+
+    updatepath = update(graph, df2, k_list)
+
+    while newassign.sort() != updatepath.sort():
+        k_list = updatepath
+        newassign = assignment1(graph, df2, k_list)
+        updatepath = update(graph, df2, k_list)
+    dict1 = df2.set_index('node')['centroid'].to_dict()
+    return dict1
diff --git a/setup.py b/setup.py
index cc012cbc9c4bb6619425eaf7edb8bd5671f78282..f6af35962e29f995e7b20c1a411aa09b59d54243 100755
--- a/setup.py
+++ b/setup.py
@@ -1,22 +1,24 @@
-#!/usr/bin/env python
-
+"""Set up features."""
 from distutils.core import setup
 from os import path
 
+
 def extract_version():
-      with open(path.join('pydtnsim', '__init__.py')) as f:
+      """Extract version function."""
+      with open(path.join('pydtn', '__init__.py')) as f:
             for line in f:
                   if line.startswith('__version__'):
                         return line.split('"')[1]
 
 def extract_requirements():
+      """Extract requirements function."""
       with open('requirements.txt') as f:
             return f.read().split('\n')
 
 if __name__ == "__main__":
-      setup(name='pydtnsim',
+      setup(name='pydtn',
             description='A delay tolerant network simulator.',
-            packages=['pydtnsim'],
+            packages=['pydtn'],
             version=extract_version(),
             install_requires=extract_requirements(),
       )