diff --git a/backend/src/aggregator.rs b/backend/src/aggregator.rs
index cb0c91e1..29cdc361 100644
--- a/backend/src/aggregator.rs
+++ b/backend/src/aggregator.rs
@@ -6,7 +6,7 @@ use crate::feed::connector::{FeedConnector, Connected, FeedId};
 use crate::util::DenseMap;
 use crate::feed::{self, FeedMessageSerializer};
 use crate::chain::{self, Chain, ChainId, Label, GetNodeNetworkState};
-use crate::types::{NodeDetails, NodeId};
+use crate::types::{ConnId, NodeDetails, NodeId};
 
 pub struct Aggregator {
     labels: HashMap<Label, ChainId>,
@@ -106,8 +106,11 @@ impl Actor for Aggregator {
 #[derive(Message)]
 #[rtype(result = "()")]
 pub struct AddNode {
+    /// Details of the node being added to the aggregator
     pub node: NodeDetails,
-    pub network_id: Option<Label>,
+    /// Connection id used by the node connector for multiplexing parachains
+    pub conn_id: ConnId,
+    /// Recipient for the initialization message
     pub rec: Recipient<Initialize>,
 }
 
@@ -173,21 +176,14 @@ impl Handler<AddNode> for Aggregator {
     type Result = ();
 
     fn handle(&mut self, msg: AddNode, ctx: &mut Self::Context) {
-        let AddNode { node, network_id, rec } = msg;
+        let AddNode { node, conn_id, rec } = msg;
 
-        let cid = self.lazy_chain(&node.chain, &network_id, ctx);
+        let cid = self.lazy_chain(&node.chain, &None, ctx);
         let chain = self.chains.get_mut(cid).expect("Entry just created above; qed");
 
-        if let Some(network_id) = network_id {
-            // Attach network id to the chain if it was not done yet
-            if chain.network_id.is_none() {
-                chain.network_id = Some(network_id.clone());
-                self.networks.insert(network_id, cid);
-            }
-        }
-
         chain.addr.do_send(chain::AddNode {
             node,
+            conn_id,
             rec,
         });
     }
diff --git a/backend/src/chain.rs b/backend/src/chain.rs
index 03172827..51d42386 100644
--- a/backend/src/chain.rs
+++ b/backend/src/chain.rs
@@ -9,7 +9,7 @@ use crate::node::{Node, connector::Initialize, message::{NodeMessage, Details}};
 use crate::feed::connector::{FeedId, FeedConnector, Subscribed, Unsubscribed};
 use crate::feed::{self, FeedMessageSerializer};
 use crate::util::{DenseMap, NumStats, now};
-use crate::types::{NodeId, NodeDetails, NodeLocation, Block, Timestamp, BlockNumber};
+use crate::types::{ConnId, NodeId, NodeDetails, NodeLocation, Block, Timestamp, BlockNumber};
 
 const STALE_TIMEOUT: u64 = 2 * 60 * 1000; // 2 minutes
 
@@ -194,7 +194,11 @@ impl Actor for Chain {
 #[derive(Message)]
 #[rtype(result = "()")]
 pub struct AddNode {
+    /// Details of the node being added to the aggregator
     pub node: NodeDetails,
+    /// Connection id used by the node connector for multiplexing parachains
+    pub conn_id: ConnId,
+    /// Recipient for the initialization message
     pub rec: Recipient<Initialize>,
 }
 
@@ -248,11 +252,13 @@ impl Handler<AddNode> for Chain {
     type Result = ();
 
     fn handle(&mut self, msg: AddNode, ctx: &mut Self::Context) {
-        self.increment_label_count(&msg.node.chain);
+        let AddNode { node, conn_id, rec } = msg;
+        self.increment_label_count(&node.chain);
 
-        let nid = self.nodes.add(Node::new(msg.node));
+        let nid = self.nodes.add(Node::new(node));
+        let chain = ctx.address();
 
-        if let Err(_) = msg.rec.do_send(Initialize(nid, ctx.address())) {
+        if let Err(_) = rec.do_send(Initialize { nid, conn_id, chain }) {
             self.nodes.remove(nid);
         } else if let Some(node) = self.nodes.get(nid) {
             self.serializer.push(feed::AddedNode(nid, node));
diff --git a/backend/src/node/connector.rs b/backend/src/node/connector.rs
index c39c69ca..c1824822 100644
--- a/backend/src/node/connector.rs
+++ b/backend/src/node/connector.rs
@@ -1,35 +1,60 @@
+use std::collections::BTreeMap;
 use std::time::{Duration, Instant};
 use std::net::Ipv4Addr;
+use std::mem;
 
-use bytes::Bytes;
+use bytes::{Bytes, BytesMut};
 use actix::prelude::*;
 use actix_web_actors::ws;
+use actix_http::ws::Item;
 use crate::aggregator::{Aggregator, AddNode};
 use crate::chain::{Chain, UpdateNode, RemoveNode};
 use crate::node::NodeId;
 use crate::node::message::{NodeMessage, Details, SystemConnected};
 use crate::util::LocateRequest;
+use crate::types::ConnId;
 
 /// How often heartbeat pings are sent
 const HEARTBEAT_INTERVAL: Duration = Duration::from_secs(20);
 /// How long before lack of client response causes a timeout
 const CLIENT_TIMEOUT: Duration = Duration::from_secs(60);
+/// Continuation buffer limit, 10mb
+const CONT_BUF_LIMIT: usize = 10 * 1024 * 1024;
 
 pub struct NodeConnector {
-    /// Id of the node this connector is responsible for handling
-    nid: NodeId,
+    /// Multiplexing connections by id
+    multiplex: BTreeMap<ConnId, ConnMultiplex>,
     /// Client must send ping at least once per 10 seconds (CLIENT_TIMEOUT),
     hb: Instant,
     /// Aggregator actor address
     aggregator: Addr<Aggregator>,
-    /// Chain actor address
-    chain: Option<Addr<Chain>>,
-    /// Backlog of messages to be sent once we get a recipient handle to the chain
-    backlog: Vec<NodeMessage>,
     /// IP address of the node this connector is responsible for
     ip: Option<Ipv4Addr>,
     /// Actix address of location services
     locator: Recipient<LocateRequest>,
+    /// Buffer for constructing continuation messages
+    contbuf: BytesMut,
+}
+
+enum ConnMultiplex {
+    Connected {
+        /// Id of the node this multiplex connector is responsible for handling
+        nid: NodeId,
+        /// Chain address to which this multiplex connector is delegating messages
+        chain: Addr<Chain>,
+    },
+    Waiting {
+        /// Backlog of messages to be sent once we get a recipient handle to the chain
+        backlog: Vec<NodeMessage>,
+    }
+}
+
+impl Default for ConnMultiplex {
+    fn default() -> Self {
+        ConnMultiplex::Waiting {
+            backlog: Vec::new(),
+        }
+    }
 }
 
 impl Actor for NodeConnector {
@@ -40,8 +65,10 @@ impl Actor for NodeConnector {
     }
 
     fn stopped(&mut self, _: &mut Self::Context) {
-        if let Some(chain) = self.chain.as_ref() {
-            chain.do_send(RemoveNode(self.nid));
+        for mx in self.multiplex.values() {
+            if let ConnMultiplex::Connected { chain, nid } = mx {
+                chain.do_send(RemoveNode(*nid));
+            }
         }
     }
 }
@@ -49,14 +76,12 @@ impl Actor for NodeConnector {
 impl NodeConnector {
     pub fn new(aggregator: Addr<Aggregator>, locator: Recipient<LocateRequest>, ip: Option<Ipv4Addr>) -> Self {
         Self {
-            // Garbage id, will be replaced by the Initialize message
-            nid: !0,
+            multiplex: BTreeMap::new(),
             hb: Instant::now(),
             aggregator,
-            chain: None,
-            backlog: Vec::new(),
             ip,
             locator,
+            contbuf: BytesMut::new(),
         }
     }
 
@@ -71,58 +96,88 @@ impl NodeConnector {
     }
 
     fn handle_message(&mut self, msg: NodeMessage, data: Bytes, ctx: &mut <Self as Actor>::Context) {
-        if let Some(chain) = self.chain.as_ref() {
-            chain.do_send(UpdateNode {
-                nid: self.nid,
-                msg,
-                raw: Some(data)
-            });
-
-            return;
+        let conn_id = msg.id.unwrap_or(0);
+
+        match self.multiplex.entry(conn_id).or_default() {
+            ConnMultiplex::Connected { nid, chain } => {
+                chain.do_send(UpdateNode {
+                    nid: *nid,
+                    msg,
+                    raw: Some(data),
+                });
+            }
+            ConnMultiplex::Waiting { backlog } => {
+                if let Details::SystemConnected(connected) = msg.details {
+                    let SystemConnected { network_id: _, mut node } = connected;
+                    let rec = ctx.address().recipient();
+
+                    // FIXME: Use genesis hash instead of names to avoid this mess
+                    match &*node.chain {
+                        "Kusama CC3" => node.chain = "Kusama".into(),
+                        "Polkadot CC1" => node.chain = "Polkadot".into(),
+                        _ => (),
+                    }
+
+                    self.aggregator.do_send(AddNode { rec, conn_id, node });
+                } else {
+                    if backlog.len() >= 10 {
+                        backlog.remove(0);
+                    }
+
+                    backlog.push(msg);
+                }
+            }
         }
+    }
 
-        if let Details::SystemConnected(connected) = msg.details {
-            let SystemConnected { network_id: _, mut node } = connected;
-            let rec = ctx.address().recipient();
-
-            // FIXME: mergin chains by network_id is not the way to do it.
-            // This will at least force all CC3 nodes to be aggregated with
-            // the rest.
-            let network_id = None; // network_id.map(Into::into);
-            match &*node.chain {
-                "Kusama CC3" => node.chain = "Kusama".into(),
-                "Polkadot CC1" => node.chain = "Polkadot".into(),
-                _ => (),
-            }
+    fn start_frame(&mut self, bytes: &[u8]) {
+        if !self.contbuf.is_empty() {
+            log::error!("Unused continuation buffer");
+            self.contbuf.clear();
+        }
+        self.continue_frame(bytes);
+    }
 
-            self.aggregator.do_send(AddNode { rec, network_id, node });
+    fn continue_frame(&mut self, bytes: &[u8]) {
+        if self.contbuf.len() + bytes.len() <= CONT_BUF_LIMIT {
+            self.contbuf.extend_from_slice(&bytes);
         } else {
-            if self.backlog.len() >= 10 {
-                self.backlog.remove(0);
-            }
-
-            self.backlog.push(msg);
+            log::error!("Continuation buffer overflow");
+            self.contbuf = BytesMut::new();
         }
     }
+
+    fn finish_frame(&mut self) -> Bytes {
+        mem::replace(&mut self.contbuf, BytesMut::new()).freeze()
+    }
 }
 
 #[derive(Message)]
 #[rtype(result = "()")]
-pub struct Initialize(pub NodeId, pub Addr<Chain>);
+pub struct Initialize {
+    pub nid: NodeId,
+    pub conn_id: ConnId,
+    pub chain: Addr<Chain>,
+}
 
 impl Handler<Initialize> for NodeConnector {
     type Result = ();
 
     fn handle(&mut self, msg: Initialize, _: &mut Self::Context) {
-        let Initialize(nid, chain) = msg;
-        let backlog = std::mem::replace(&mut self.backlog, Vec::new());
+        let Initialize { nid, conn_id, chain } = msg;
 
-        for msg in backlog {
-            chain.do_send(UpdateNode { nid, msg, raw: None });
-        }
+        let mx = self.multiplex.entry(conn_id).or_default();
+
+        if let ConnMultiplex::Waiting { backlog } = mx {
+            for msg in backlog.drain(..) {
+                chain.do_send(UpdateNode { nid, msg, raw: None });
+            }
 
-        self.nid = nid;
-        self.chain = Some(chain.clone());
+            *mx = ConnMultiplex::Connected {
+                nid,
+                chain: chain.clone(),
+            };
+        };
 
         // Acquire the node's physical location
         if let Some(ip) = self.ip {
@@ -148,9 +203,19 @@ impl StreamHandler<Result<ws::Message, ws::ProtocolError>> for NodeConnector {
                 return;
             }
             Ok(ws::Message::Nop) => return,
-            Ok(ws::Message::Continuation(_)) => {
-                log::error!("Continuation not supported");
-                return;
+            Ok(ws::Message::Continuation(cont)) => match cont {
+                Item::FirstText(bytes) | Item::FirstBinary(bytes) => {
+                    self.start_frame(&bytes);
+                    return;
+                }
+                Item::Continue(bytes) => {
+                    self.continue_frame(&bytes);
+                    return;
+                }
+                Item::Last(bytes) => {
+                    self.continue_frame(&bytes);
+                    self.finish_frame()
+                }
             }
             Err(error) => {
                 log::error!("{:?}", error);
diff --git a/backend/src/node/message.rs b/backend/src/node/message.rs
index f310f239..3b6ff664 100644
--- a/backend/src/node/message.rs
+++ b/backend/src/node/message.rs
@@ -3,12 +3,13 @@ use chrono::{DateTime, Utc};
 use serde::Deserialize;
 use serde::de::IgnoredAny;
 use crate::node::NodeDetails;
-use crate::types::{Block, BlockNumber, BlockHash};
+use crate::types::{Block, BlockNumber, BlockHash, ConnId};
 
 #[derive(Deserialize, Debug, Message)]
 #[rtype(result = "()")]
 pub struct NodeMessage {
     pub ts: DateTime<Utc>,
+    pub id: Option<ConnId>,
     #[serde(flatten)]
     pub details: Details,
 }
diff --git a/backend/src/types.rs b/backend/src/types.rs
index 0488987b..17d0a3b4 100644
--- a/backend/src/types.rs
+++ b/backend/src/types.rs
@@ -4,6 +4,7 @@ use serde::Deserialize;
 use crate::util::{MeanList, now};
 
 pub type NodeId = usize;
+pub type ConnId = u64;
 pub type BlockNumber = u64;
 pub type Timestamp = u64;
 pub type Address = Box<str>;