diff --git a/CHANGELOG.md b/CHANGELOG.md
index e0b5743..898c554 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,6 +6,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 - n/a
+## [0.6.0] - 2021-09-06
+### Changed
+- Queries for rpm units reimplemented in more efficient way
+
 ## [0.5.0] - 2021-08-09
 
 ### Added
@@ -45,7 +49,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - py26 compatibility issue on travis
 - rpm-py-installer requirement was made conditional  
 
-[Unreleased]: https://github.com/release-engineering/ubi-population-tool/compare/v0.5.0...HEAD
+[Unreleased]: https://github.com/release-engineering/ubi-population-tool/compare/v0.6.0...HEAD
+[0.6.0]: https://github.com/release-engineering/ubi-population-tool/compare/v0.5.0...0.6.0
 [0.5.0]: https://github.com/release-engineering/ubi-population-tool/compare/v0.4.0...0.5.0
 [0.4.0]: https://github.com/release-engineering/ubi-population-tool/compare/v0.3.1...0.4.0
 [0.3.1]: https://github.com/release-engineering/ubi-population-tool/compare/v0.3.0...0.3.1
diff --git a/setup.py b/setup.py
index 13d33c7..a82837e 100644
--- a/setup.py
+++ b/setup.py
@@ -21,7 +21,7 @@ def get_requirements():
 
 setup(
     name="ubi-population-tool",
-    version="0.5.0",
+    version="0.6.0",
     license="GNU General Public License",
     author="",
     author_email="",