diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt
index a5df3545a..6fbfa218b 100755
--- a/cpp/CMakeLists.txt
+++ b/cpp/CMakeLists.txt
@@ -24,9 +24,9 @@
 cmake_minimum_required(VERSION 3.17 FATAL_ERROR)
 set(CMAKE_INSTALL_RPATH_USE_LINK_PATH TRUE)
 
-project(CYLON VERSION 0.5.0)
+project(CYLON VERSION 0.6.0)
 
-set(CYLON_VERSION 0.5.0)
+set(CYLON_VERSION 0.6.0)
 
 ## defaults to release build
 if (NOT CMAKE_BUILD_TYPE)
diff --git a/docs/docs/contributors.md b/docs/docs/contributors.md
index f88333384..a5f3870c0 100644
--- a/docs/docs/contributors.md
+++ b/docs/docs/contributors.md
@@ -16,3 +16,6 @@ Contributors to the Cylon project are listed below.
 9. Hasara Maithree
 10. Saliya Ekanayake
 11. Kaiying Shan
+12. Gregor von Laszewski
+13. Arup Kumar Sarker
+14. Mills Wellons Staylor
diff --git a/docs/docs/release/cylon_release_0.6.0.md b/docs/docs/release/cylon_release_0.6.0.md
new file mode 100644
index 000000000..65872fd54
--- /dev/null
+++ b/docs/docs/release/cylon_release_0.6.0.md
@@ -0,0 +1,104 @@
+---
+id: 0.6.0
+title: Cylon Release 0.6.0
+sidebar_label: Cylon Release 0.6.0
+---
+
+Cylon 0.6.0 is a major release. We are excited to present UCC, Gloo integration, More distributed operations
+
+## Features 
+
+### Cylon C++ and Python
+- Implemention of Slice, Head and Tail Operations
+- adding conda docker
+- Ucc integration
+- adding cylonflow as a submodule
+- Use generic operator 
+- Summit fixes 
+- Adding custom mpirun params cmake var
+- Adding cmake parallelism flag
+- Gloo python binding
+- Enabling gloo CI
+- Add downloading catch2 header dynamically
+- Dist sort cpu 
+- Cylon Gloo integration
+- Adding distributed scalar aggregates
+- Extending datatypes
+- Allowing custom MPI_Comm for MPI
+
+
+### Build
+- Updating to Arrow 0.9.x
+- Windows build support
+- MacOS build support
+- Conda build is the default build
+- Improving docker build
+
+
+You can download source code from [Github](https://github.com/cylondata/cylon/releases)
+Conda binaries are available in [Anaconda](https://anaconda.org/cylondata)
+
+## Commits
+91bdd54 Update conda-actions.yml (#645)
+d1739ed Added buildable instructions for Rivanna (#643)
+d9a6420 Arrow 9.0.0 and gcc-11 update  (#601)
+4c867b1 Summit Fixes  (#623)
+7f8a3b1 Fixing sample bug (#631)
+ce12454 Cython binding for slice, head and tail (#619)
+ef4c904 #610: SampleArray util method replaced by using arrow::compute::Take … (#612)
+4694a9e Minor fixes (#608)
+121b386 Fixing: Corrupted result when joining tables contain list data types #615  (#616)
+68fa598 Summit fixes  (#607)
+de3ec7b fixing bash splitting (#606)
+0a489fc adding cmake parallelism flag (#605)
+035fd70 Implement Slice, Head and Tail Operation in both centralize and distr… (#592)
+d99a6f2 adding custom mpirun params cmake var (#604)
+f20c119 Update README-summit.md (#603)
+4bc27f9 Create README-summit.md (#602)
+e6b7306 Minor fixes  (#596)
+2e6ac80 adding conda docker (#600)
+4dd359f Ucc integration (#591)
+61b4a82 adding cylonflow as a submodule (#593)
+e4dd38b Use generic operator (#583)
+6c0dfa8 Gloo python binding (#587)
+773f11f Gloo python bindings (#585)
+2fc95be Add downloading catch2 header dynamically (#584)
+c56ab2d Enabling gloo CI (#582)
+a820ed8 Dist sort cpu (#574)
+f68cc62 Adding UCC build (#579)
+2759a30 Cylon Gloo integration (#576)
+b2c0820 Adding distributed scalar aggregates (#570)
+9c2fdc4 Extending datatypes (#568)
+e3d553c Bump ua-parser-js from 0.7.22 to 0.7.31 in /docs (#566)
+3bafb75 Bump ssri from 6.0.1 to 6.0.2 in /docs (#565)
+814a463 minor fixes (#564)
+be92253 Bump lodash from 4.17.20 to 4.17.21 in /docs (#561)
+e87dd7c Bump shelljs from 0.8.4 to 0.8.5 in /docs (#562)
+71bd8bf Bump nanoid from 3.1.22 to 3.2.0 in /docs (#563)
+49b343d Allowing custom MPI_Comm for MPI (#559)
+fa52dd4 Update contributors.md
+54d4a53 added io functions (#550)
+1a8c3d7 Fixing 554  (#558)
+887ea18 update arrow link (#557)
+1ce4c6b Fixing 552 (#553)
+f5e31a1 Merging 0.5.0 release  (#547)
+
+## Contributors
+
+Ahmet Uyar
+Chathura Widanage
+Damitha Sandeepa Lenadora
+dependabot[bot]
+Hasara Maithree
+Kaiying Shan
+niranda perera
+Supun Kamburugamuve
+Vibhatha Lakmal Abeykoon
+Ziyao22
+Arup Kumar Sarker
+Mills Wellons Staylor
+
+
+## License
+
+Licensed under the Apache License, Version 2.0: http://www.apache.org/licenses/LICENSE-2.0
\ No newline at end of file
diff --git a/docs/sidebars.js b/docs/sidebars.js
index f50dcb068..19bd2b274 100644
--- a/docs/sidebars.js
+++ b/docs/sidebars.js
@@ -5,7 +5,7 @@ module.exports = {
     "Deployment": ['mpi'],
     "Architecture": ['arch'],
     "API": [{ "type": "link", "label": "Python API docs", "href": "https://cylondata.org/pydocs/frame.html" }, { "type": "link", "label": "Javadocs", "href": "https://cylondata.org/javadocs/index.html" }],
-    "Releases": ["release/0.5.0", "release/0.4.1", "release/0.4.0", "release/0.3.1", "release/0.3.0", "release/0.2.0", "release/0.1.0"],
+    "Releases": ["release/0.6.0", "release/0.5.0", "release/0.4.1", "release/0.4.0", "release/0.3.1", "release/0.3.0", "release/0.2.0", "release/0.1.0"],
     "Resources": ['contrib_guide', 'pub', 'blogs', 'contributors'],
   },
 };
diff --git a/rivanna/README.md b/rivanna/README.md
index a1ae8b7fb..dee5d5c06 100644
--- a/rivanna/README.md
+++ b/rivanna/README.md
@@ -101,7 +101,7 @@ python build.py --cpp --test --python --pytest
 Run the Slurm script
 
 ```shell
-sbatch rivana/job.slurm
+sbatch rivanna/job.slurm
 ```
 
 ### Build Cylon by using the loaded module of openmpi and gcc
@@ -177,7 +177,7 @@ The two version of slurm scripts are created in this folder. Run any of them wit
 Run the Slurm script
 
 ```shell
-sbatch rivana/job_with_module.slurm
+sbatch rivanna/job_with_module.slurm
 ```
 
  
\ No newline at end of file
diff --git a/rivanna/job.slurm b/rivanna/job.slurm
index 271d57178..bbef12f2c 100644
--- a/rivanna/job.slurm
+++ b/rivanna/job.slurm
@@ -6,13 +6,13 @@
 #SBATCH -t 10:00:00
 
 PARENT=$HOME/.conda/envs  # parent directory of conda env
-ENV=cylon_dev          # name of env
+ENV=cylon_rivanna          # name of env
 
 #---- DO NOT MODIFY THIS SECTION ----
 DIR=$PARENT/$ENV
 module purge
 module load anaconda
-source activate cylon_dev
+source activate cylon_rivanna
 
 export OMPI_MCA_pml="ucx" OMPI_MCA_osc="ucx" \
        PATH=$DIR/bin:$DIR/libexec/gcc/x86_64-conda-linux-gnu/12.2.0:$PATH \
diff --git a/rivanna/job_with_module.slurm b/rivanna/job_with_module.slurm
index fc3347187..ec66d7b40 100644
--- a/rivanna/job_with_module.slurm
+++ b/rivanna/job_with_module.slurm
@@ -6,7 +6,7 @@
 #SBATCH -t 10:00:00
 
 PARENT=$HOME/.conda/envs  # parent directory of conda env
-ENV=cylon_dev           # name of env
+ENV=cylon_rivanna          # name of env
 
 #---- DO NOT MODIFY THIS SECTION ----
 DIR=$PARENT/$ENV