diff --git a/README.md b/README.md
index 9dc93a6..9c67966 100644
--- a/README.md
+++ b/README.md
@@ -118,6 +118,13 @@ At the moment this is not useful for anyone but myself, if at some point I find
         * [Designing Data-Intensive Applications - Martin Kleppmann](http://dataintensive.net) 📕 💰
         * [CAP Theorem Revisited](http://robertgreiner.com/2014/08/cap-theorem-revisited/) 📰 🆓
         * [The Pathologies of Big Data](https://queue.acm.org/detail.cfm?id=1563874) 📰 🆓
+        * Scaling
+        * Replication
+          * --
+        * Sharding
+          * [Understanding Database Sharding - DigitalOcean](https://www.digitalocean.com/community/tutorials/understanding-database-sharding) 📰 🆓 ⭐️
+          * [Sharding in Plain English - Citrus Data Blog](https://www.citusdata.com/blog/2018/01/10/sharding-in-plain-english/) 📰 🆓 
+          * [Introduction to Sharding - B's March (MongoDB Focused)](https://www.youtube.com/watch?v=4upppuW7lGE)
       * SQL
         * PostgreSQL
           * [Postgres: Up & Running](https://learning.oreilly.com/library/view/postgresql-up-and/9781491963401/) 📕 💰 ⭐️
diff --git a/resources/topic-graph.mmd b/resources/topic-graph.mmd
index 5145817..bbc742c 100644
--- a/resources/topic-graph.mmd
+++ b/resources/topic-graph.mmd
@@ -27,16 +27,21 @@ graph TD
       DS --> HS[Hash]
 
     SW --> DB[Databases]
-    DB --> SQL[SQL]
-      SQL --> PgSQL
-      SQL --> MySQL
-      SQL --> Cassandra
-    DB --> NoSQL[NoSQL]
-      NoSQL --> KV[KeyValue]
-        KV --> Rd[Redis]
-      NoSQL --> DoS[DocumentStore]
-        DoS --> Mng[Mongo]
-        DoS --> ES[ElasticSearch]
+      DB --> DBT[Theory]
+        DBT --> CAP[CAP Theorem]
+        DBT --> DBTS[Scaling]
+        DBT --> DBTR[Replication]
+        DBT --> DBTX[Sharding]
+      DB --> SQL[SQL]
+        SQL --> PgSQL
+        SQL --> MySQL
+        SQL --> Cassandra
+      DB --> NoSQL[NoSQL]
+        NoSQL --> KV[KeyValue]
+          KV --> Rd[Redis]
+        NoSQL --> DoS[DocumentStore]
+          DoS --> Mng[Mongo]
+          DoS --> ES[ElasticSearch]
 
   SW --> DSi[Distributed Systems]
     DSi --> EvS[Event Sourcing]
diff --git a/resources/topic-graph.png b/resources/topic-graph.png
index 90ce7f4..316b945 100644
Binary files a/resources/topic-graph.png and b/resources/topic-graph.png differ