diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..e6dea0a
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,3 @@
+**/.DS_Store
+rln-delay-simulations/.idea/*
+**/__pycache__
diff --git a/rln-delay-simulations/README.md b/rln-delay-simulations/README.md
new file mode 100644
index 0000000..5028a69
--- /dev/null
+++ b/rln-delay-simulations/README.md
@@ -0,0 +1,47 @@
+## rln-delay-simulations
+
+This folder contains a `shadow` configuration to simulate `1000` `nwaku` nodes in an end to end setup:
+* `nwaku` binaries are used, built with `make wakunode2` but with a minor modification, see [simulations](https://github.com/waku-org/nwaku/compare/master...simulations)
+* `rln` is used with hardcoded static memberships, to avoid the sepolia node + contract, [see](https://raw.githubusercontent.com/waku-org/nwaku/master/waku/waku_rln_relay/constants.nim).
+* Focused on measuring message propagation delays. Each message that is sent, encodes the timestamp when it was created.
+* Requires significant resources to run (tested with 256 GB RAM)
+* See simulation parameters: latency, bandwidth, amount of nodes, amount of publishers.
+* Note that due to TCP flow control, when using big messages the first ones to arrive will show a higher delay. Filter them out to not bias the measurements.
+
+## How to run
+
+Get `nwaku` codebase and checkout to [simulations](https://github.com/waku-org/nwaku/tree/simulations) branch, build it and start the [shadow](https://github.com/shadow/shadow) simulation. Ensure `path` points to the `wakunode2` binary and you have enough resources.
+
+```
+git clone https://github.com/waku-org/nwaku.git
+cd nwaku
+git checkout simulations
+make wakunode2
+shadow shadow.yaml
+```
+
+## How to analyze
+
+First check that the simulation finished ok. Check that the numbers match.
+```
+grep -nr 'ended_simulation' shadow.data | wc -l
+# expected: 1000 (simulation finished ok in all nodes)
+
+grep -nr 'tx_msg' shadow.data | wc -l
+# expected: 10 (total of published messages)
+
+grep -nr 'rx_msg' shadow.data | wc -l
+# expected: 9990 (total rx messages)
+```
+
+Get metrics:
+```
+grep -nr 'rx_msg' shadow.data > latency.txt
+grep -nr 'mesh_size' shadow.data > mesh_size.txt
+```
+
+Print results:
+```
+python analyze.py latency.txt "arrival_diff="
+python analyze.py mesh_size.txt "mesh_size="
+```
\ No newline at end of file
diff --git a/rln-delay-simulations/analyze.py b/rln-delay-simulations/analyze.py
new file mode 100644
index 0000000..063b27a
--- /dev/null
+++ b/rln-delay-simulations/analyze.py
@@ -0,0 +1,26 @@
+import numpy as np
+import sys
+def load(file_name, field):
+    latencies = []
+    with open(file_name, "r") as file:
+        for line in file.readlines():
+            if field in line:
+                # first message bias the latency due to tcp flow control
+                if "seq=" in line:
+                    seq = int(line.strip().split("seq=")[1].split(" ")[0])
+                    if seq in [0]:
+                        continue
+                x = line.strip().split(field)[1].split(" ")[0]
+                latencies.append(int(x))
+    return np.array(latencies)
+
+
+if __name__ == "__main__":
+    file = sys.argv[1]
+    field = sys.argv[2]
+    array = load(file, field)
+
+    print("Data file:", file, "field:", field)
+    print(f"number_samples={array.size}")
+    print(f"Percentiles. P75={np.percentile(array, 75)} P95={np.percentile(array, 95)}")
+    print(f"Statistics. mean={np.mean(array)} max={array.max()} min={array.min()}")
\ No newline at end of file
diff --git a/rln-delay-simulations/plot.jpg b/rln-delay-simulations/plot.jpg
new file mode 100644
index 0000000..21dfacc
Binary files /dev/null and b/rln-delay-simulations/plot.jpg differ
diff --git a/rln-delay-simulations/plot.py b/rln-delay-simulations/plot.py
new file mode 100644
index 0000000..f2ef8ec
--- /dev/null
+++ b/rln-delay-simulations/plot.py
@@ -0,0 +1,33 @@
+import matplotlib.pyplot as plt
+import scienceplots
+import numpy as np
+from analyze import load
+
+latencies = [load("raw/latency_10kb.txt", "arrival_diff="),
+             load("raw/latency_100kb.txt", "arrival_diff="),
+             load("raw/latency_500kb.txt", "arrival_diff=")]
+
+print(latencies)
+
+with plt.style.context(['science', 'ieee']):
+    fig, ax = plt.subplots()
+    bp = ax.boxplot(latencies,notch=True, vert=True, patch_artist=True,
+                    showfliers=True, whis=100000000000)
+
+    for patch, color in zip(bp['boxes'], ['red', 'blue', 'green']):
+        patch.set_facecolor(color)
+
+    ax.set(title="Message latencies distribution\nD=6 nodes=1000 samples="+str(latencies[1].size), xlabel='Scenario', ylabel='Message propagation time (ms)')
+    ax.grid(linestyle='-')
+    my_legend = []
+    for msg_size in [10, 100, 500]:
+        my_legend.append("Message size: " + str(msg_size) + " kB")
+    ax.legend([bp["boxes"][i] for i in range(len(my_legend))], my_legend, loc='upper left', fontsize=5)
+
+for i, line in enumerate(bp['medians']):
+    x, y = line.get_xydata()[1]
+    text = r' $ \mu =$ ' + '{:.0f} ms\n'.format(latencies[i].mean(axis=0)) + r' $ p_{95} = $ ' + '{:.0f} ms'.format(np.percentile(latencies[i], 95))
+    ax.annotate(text, xy=(x + 0.1, y), fontsize=6)
+
+fig.set_size_inches(4, 3)
+fig.savefig('plot.jpg', dpi=600)
\ No newline at end of file
diff --git a/rln-delay-simulations/raw/latency_100kb.txt b/rln-delay-simulations/raw/latency_100kb.txt
new file mode 100644
index 0000000..34bb2cc
--- /dev/null
+++ b/rln-delay-simulations/raw/latency_100kb.txt
@@ -0,0 +1,9990 @@
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diff --git a/rln-delay-simulations/raw/latency_10kb.txt b/rln-delay-simulations/raw/latency_10kb.txt
new file mode 100644
index 0000000..a89b15b
--- /dev/null
+++ b/rln-delay-simulations/raw/latency_10kb.txt
@@ -0,0 +1,9990 @@
+shadow.data/hosts/peer870/wakunode2.1000.stdout:123:rx_msg msg_sender=1 seq=0 arrival_diff=340 milliseconds
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diff --git a/rln-delay-simulations/raw/latency_500kb.txt b/rln-delay-simulations/raw/latency_500kb.txt
new file mode 100644
index 0000000..38d3f2a
--- /dev/null
+++ b/rln-delay-simulations/raw/latency_500kb.txt
@@ -0,0 +1,9990 @@
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+shadow.data/hosts/peer427/wakunode2.1000.stdout:130:rx_msg msg_sender=1 seq=3 arrival_diff=1264 milliseconds
+shadow.data/hosts/peer427/wakunode2.1000.stdout:131:rx_msg msg_sender=1 seq=4 arrival_diff=1264 milliseconds
+shadow.data/hosts/peer427/wakunode2.1000.stdout:133:rx_msg msg_sender=1 seq=5 arrival_diff=1264 milliseconds
+shadow.data/hosts/peer427/wakunode2.1000.stdout:134:rx_msg msg_sender=1 seq=6 arrival_diff=1303 milliseconds
+shadow.data/hosts/peer427/wakunode2.1000.stdout:135:rx_msg msg_sender=1 seq=7 arrival_diff=1282 milliseconds
+shadow.data/hosts/peer427/wakunode2.1000.stdout:136:rx_msg msg_sender=1 seq=8 arrival_diff=1304 milliseconds
+shadow.data/hosts/peer427/wakunode2.1000.stdout:137:rx_msg msg_sender=1 seq=9 arrival_diff=1306 milliseconds
diff --git a/rln-delay-simulations/shadow.yaml b/rln-delay-simulations/shadow.yaml
new file mode 100644
index 0000000..fc22e37
--- /dev/null
+++ b/rln-delay-simulations/shadow.yaml
@@ -0,0 +1,1043 @@
+general:
+  bootstrap_end_time: 30s
+  heartbeat_interval: 12s
+  stop_time: 10m
+  progress: true
+
+experimental:
+  use_memory_manager: false
+
+network:
+  graph:
+    type: gml
+    inline: |
+      graph [
+        node [
+          id 0
+          host_bandwidth_up "38 Mbit"
+          host_bandwidth_down "83 Mbit"
+        ]
+        edge [
+          source 0
+          target 0
+          latency "100 ms"
+          packet_loss 0.0
+        ]
+      ]
+
+hosts:
+
+  peer1: &client_host
+    network_node_id: 0
+    processes:
+    - path: ../../nwaku/build/wakunode2
+      args: --relay=true
+            --max-connections=200
+            --log-level=INFO
+            --topic=/waku/2/test
+            --rln-relay=true
+            --rln-relay-dynamic=false
+            --rln-relay-membership-index=0
+            --nat=extip:0.0.0.0
+      start_time: 5s
+      environment: {"PEERS": "1000", "CONNECTTO": "50", "NUMPUBLISHERS": "1", "MSGSIZEKBYTES": "10"}
+  peer2: *client_host
+  peer3: *client_host
+  peer4: *client_host
+  peer5: *client_host
+  peer6: *client_host
+  peer7: *client_host
+  peer8: *client_host
+  peer9: *client_host
+  peer10: *client_host
+  peer11: *client_host
+  peer12: *client_host
+  peer13: *client_host
+  peer14: *client_host
+  peer15: *client_host
+  peer16: *client_host
+  peer17: *client_host
+  peer18: *client_host
+  peer19: *client_host
+  peer20: *client_host
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+  peer22: *client_host
+  peer23: *client_host
+  peer24: *client_host
+  peer25: *client_host
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\ No newline at end of file