diff --git a/ci/gpu/build.sh b/ci/gpu/build.sh
index aca1eb7ec3..b7893290a1 100755
--- a/ci/gpu/build.sh
+++ b/ci/gpu/build.sh
@@ -121,8 +121,8 @@ if [[ -z "$PROJECT_FLASH" || "$PROJECT_FLASH" == "0" ]]; then
 
     gpuci_logger "Install the main version of dask and distributed"
     set -x
-    pip install "git+https://github.com/dask/distributed.git@main" --upgrade --no-deps
-    pip install "git+https://github.com/dask/dask.git@main" --upgrade --no-deps
+    pip install "git+https://github.com/dask/distributed.git@2022.05.2" --upgrade --no-deps
+    pip install "git+https://github.com/dask/dask.git@2022.05.2" --upgrade --no-deps
     set +x
 
     gpuci_logger "Python pytest for cuml"
@@ -194,8 +194,8 @@ else
     gpuci_logger "Install the main version of dask, distributed, and dask-glm"
     set -x
 
-    pip install "git+https://github.com/dask/distributed.git@main" --upgrade --no-deps
-    pip install "git+https://github.com/dask/dask.git@main" --upgrade --no-deps
+    pip install "git+https://github.com/dask/distributed.git@2022.05.2" --upgrade --no-deps
+    pip install "git+https://github.com/dask/dask.git@2022.05.2" --upgrade --no-deps
     pip install "git+https://github.com/dask/dask-glm@main" --force-reinstall --no-deps
     pip install sparse
 
diff --git a/conda/environments/cuml_dev_cuda11.0.yml b/conda/environments/cuml_dev_cuda11.0.yml
index 326342d5bf..d5e3a192a5 100644
--- a/conda/environments/cuml_dev_cuda11.0.yml
+++ b/conda/environments/cuml_dev_cuda11.0.yml
@@ -36,8 +36,8 @@ dependencies:
 - pip
 - pip:
     - sphinx_markdown_tables
-    - git+https://github.com/dask/dask.git@main
-    - git+https://github.com/dask/distributed.git@main
+    - git+https://github.com/dask/dask.git@2022.05.2
+    - git+https://github.com/dask/distributed.git@2022.05.2
     - git+https://github.com/dask/dask-glm@main
     - sparse
 
diff --git a/conda/environments/cuml_dev_cuda11.2.yml b/conda/environments/cuml_dev_cuda11.2.yml
index 1c1b32a36a..f28f35792a 100644
--- a/conda/environments/cuml_dev_cuda11.2.yml
+++ b/conda/environments/cuml_dev_cuda11.2.yml
@@ -36,8 +36,8 @@ dependencies:
 - pip
 - pip:
     - sphinx_markdown_tables
-    - git+https://github.com/dask/dask.git@main
-    - git+https://github.com/dask/distributed.git@main
+    - git+https://github.com/dask/dask.git@2022.05.2
+    - git+https://github.com/dask/distributed.git@2022.05.2
     - git+https://github.com/dask/dask-glm@main
     - sparse
 
diff --git a/conda/environments/cuml_dev_cuda11.4.yml b/conda/environments/cuml_dev_cuda11.4.yml
index 9629e14603..7408300bc2 100644
--- a/conda/environments/cuml_dev_cuda11.4.yml
+++ b/conda/environments/cuml_dev_cuda11.4.yml
@@ -36,8 +36,8 @@ dependencies:
 - pip
 - pip:
     - sphinx_markdown_tables
-    - git+https://github.com/dask/dask.git@main
-    - git+https://github.com/dask/distributed.git@main
+    - git+https://github.com/dask/dask.git@2022.05.2
+    - git+https://github.com/dask/distributed.git@2022.05.2
     - git+https://github.com/dask/dask-glm.git@main
     - sparse
 
diff --git a/conda/environments/cuml_dev_cuda11.5.yml b/conda/environments/cuml_dev_cuda11.5.yml
index 095925ec7a..163b606f85 100644
--- a/conda/environments/cuml_dev_cuda11.5.yml
+++ b/conda/environments/cuml_dev_cuda11.5.yml
@@ -36,8 +36,8 @@ dependencies:
 - pip
 - pip:
     - sphinx_markdown_tables
-    - git+https://github.com/dask/dask.git@main
-    - git+https://github.com/dask/distributed.git@main
+    - git+https://github.com/dask/dask.git@2022.05.2
+    - git+https://github.com/dask/distributed.git@2022.05.2
     - git+https://github.com/dask/dask-glm@main
     - sparse
 
diff --git a/conda/recipes/cuml/meta.yaml b/conda/recipes/cuml/meta.yaml
index 8e7e86cd6a..04b7581196 100644
--- a/conda/recipes/cuml/meta.yaml
+++ b/conda/recipes/cuml/meta.yaml
@@ -56,8 +56,8 @@ requirements:
     - nccl>=2.9.9
     - ucx-py {{ ucx_py_version }}
     - ucx-proc=*=gpu
-    - dask>=2022.03.0
-    - distributed>=2022.03.0
+    - dask==2022.05.2
+    - distributed==2022.05.2
     - joblib >=0.11
     - {{ pin_compatible('cudatoolkit', max_pin='x', min_pin='x') }}
     - cuda-python >=11.5,<12.0