diff --git a/README.md b/README.md
index ab29caf..94ae351 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,8 @@ Production't graden't load balancer.
 - [ ] architecture astronauting
 - [ ] stream / session handling (i think wrapper around tokio TcpStream)
 - [ ] basic backend pooling
-- [ ] layer 4 load balancing
+- [ ] layer 4 load balancing 
+- [ ] load balancing algorithm from the paper (https://www.wcse.org/WCSE_2018/W110.pdf) 
 
 ## notes
 tcp, for nginx (and haproxy, its similar):
@@ -20,7 +21,7 @@ struct ngx_connection_s {
 
     ngx_socket_t        fd;
 
-    ngx_recv_pt         recv; // fn pointer to whatever recv fn used (different for idfferent platforms / protocol
+    ngx_recv_pt         recv; // fn pointer to whatever recv fn used (different for dfferent platforms / protocol
     ngx_send_pt         send; // ditto
     ngx_recv_chain_pt   recv_chain;
     ngx_send_chain_pt   send_chain;
@@ -102,4 +103,4 @@ process to load balance:
 - ask the load balancing algorithm which server in the pool to route to
 - connect to the server
 - proxy the data (copy_bidirectional? maybe we want some metrics or logging, so might do manually)
-- cleanup when smoeone leavesr or something goes wrong (with TCP, OS / tokio will tell us, with UDP probably just timeout based, and a periodic sweep of all sessions)
\ No newline at end of file
+- cleanup when smoeone leavesr or something goes wrong (with TCP, OS / tokio will tell us, with UDP probably just timeout based, and a periodic sweep of all sessions)