diff --git a/data/database.py b/data/database.py
index 77f989b95..297656c6c 100644
--- a/data/database.py
+++ b/data/database.py
@@ -514,20 +514,6 @@ class ImageStorageSignature(BaseModel):
     )
 
 
-# NOTE: This table is *deprecated* and will be removed in the next PR.
-class DerivedImageStorage(BaseModel):
-  source = ForeignKeyField(ImageStorage, null=True, related_name='source')
-  derivative = ForeignKeyField(ImageStorage, related_name='derivative')
-  transformation = ForeignKeyField(ImageStorageTransformation)
-
-  class Meta:
-    database = db
-    read_slaves = (read_slave,)
-    indexes = (
-      (('source', 'transformation'), True),
-    )
-
-
 class ImageStorageLocation(BaseModel):
   name = CharField(unique=True, index=True)
 
@@ -842,7 +828,7 @@ all_models = [User, Repository, Image, AccessToken, Role, RepositoryPermission,
               OAuthApplication, OAuthAuthorizationCode, OAuthAccessToken, NotificationKind,
               Notification, ImageStorageLocation, ImageStoragePlacement,
               ExternalNotificationEvent, ExternalNotificationMethod, RepositoryNotification,
-              RepositoryAuthorizedEmail, ImageStorageTransformation, DerivedImageStorage,
+              RepositoryAuthorizedEmail, ImageStorageTransformation,
               TeamMemberInvite, ImageStorageSignature, ImageStorageSignatureKind,
               AccessTokenKind, Star, RepositoryActionCount, TagManifest, UserRegion,
               QuayService, QuayRegion, QuayRelease, BlobUpload, DerivedStorageForImage]
diff --git a/data/migrations/versions/1849ca8199fc_remove_derivedimagestorage_table.py b/data/migrations/versions/1849ca8199fc_remove_derivedimagestorage_table.py
new file mode 100644
index 000000000..2594e5368
--- /dev/null
+++ b/data/migrations/versions/1849ca8199fc_remove_derivedimagestorage_table.py
@@ -0,0 +1,37 @@
+"""Remove DerivedImageStorage table
+
+Revision ID: 1849ca8199fc
+Revises: 5a2445ffe21b
+Create Date: 2015-11-25 11:45:32.928533
+
+"""
+
+# revision identifiers, used by Alembic.
+revision = '1849ca8199fc'
+down_revision = '5a2445ffe21b'
+
+from alembic import op
+import sqlalchemy as sa
+from sqlalchemy.dialects import mysql
+
+def upgrade(tables):
+    ### commands auto generated by Alembic - please adjust! ###
+    op.drop_table('derivedimagestorage')
+    ### end Alembic commands ###
+
+
+def downgrade(tables):
+    ### commands auto generated by Alembic - please adjust! ###
+    op.create_table('derivedimagestorage',
+    sa.Column('id', mysql.INTEGER(display_width=11), nullable=False),
+    sa.Column('source_id', mysql.INTEGER(display_width=11), autoincrement=False, nullable=True),
+    sa.Column('derivative_id', mysql.INTEGER(display_width=11), autoincrement=False, nullable=False),
+    sa.Column('transformation_id', mysql.INTEGER(display_width=11), autoincrement=False, nullable=False),
+    sa.ForeignKeyConstraint(['derivative_id'], [u'imagestorage.id'], name=u'fk_derivedimagestorage_derivative_id_imagestorage'),
+    sa.ForeignKeyConstraint(['source_id'], [u'imagestorage.id'], name=u'fk_derivedimagestorage_source_id_imagestorage'),
+    sa.ForeignKeyConstraint(['transformation_id'], [u'imagestoragetransformation.id'], name=u'fk_dis_transformation_id_ist'),
+    sa.PrimaryKeyConstraint('id'),
+    mysql_default_charset=u'latin1',
+    mysql_engine=u'InnoDB'
+    )
+    ### end Alembic commands ###