diff --git a/ci/gpu/build.sh b/ci/gpu/build.sh
index c7369f7643..4bfc154c8b 100755
--- a/ci/gpu/build.sh
+++ b/ci/gpu/build.sh
@@ -127,8 +127,8 @@ 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@2022.03.0" --upgrade --no-deps
+    pip install "git+https://github.com/dask/dask.git@2022.03.0" --upgrade --no-deps
     set +x
 
     gpuci_logger "Python pytest for cuml"
@@ -222,8 +222,8 @@ else
 
     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@2022.03.0" --upgrade --no-deps
+    pip install "git+https://github.com/dask/dask.git@2022.03.0" --upgrade --no-deps
     set +x
 
     gpuci_logger "Python pytest for cuml"
diff --git a/conda/environments/cuml_dev_cuda11.0.yml b/conda/environments/cuml_dev_cuda11.0.yml
index f6b35a48da..f0221b8956 100644
--- a/conda/environments/cuml_dev_cuda11.0.yml
+++ b/conda/environments/cuml_dev_cuda11.0.yml
@@ -35,8 +35,8 @@ 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@2022.03.0
+    - git+https://github.com/dask/distributed.git@2022.03.0
 
 # rapids-build-env, notebook-env and doc-env are defined in
 # https://docs.rapids.ai/maintainers/depmgmt/
diff --git a/conda/environments/cuml_dev_cuda11.2.yml b/conda/environments/cuml_dev_cuda11.2.yml
index 5ff50599ec..eaf47bf649 100644
--- a/conda/environments/cuml_dev_cuda11.2.yml
+++ b/conda/environments/cuml_dev_cuda11.2.yml
@@ -35,8 +35,8 @@ 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@2022.03.0
+    - git+https://github.com/dask/distributed.git@2022.03.0
 
 # rapids-build-env, notebook-env and doc-env are defined in
 # https://docs.rapids.ai/maintainers/depmgmt/
diff --git a/conda/environments/cuml_dev_cuda11.4.yml b/conda/environments/cuml_dev_cuda11.4.yml
index 610a3fb649..9b83a1e038 100644
--- a/conda/environments/cuml_dev_cuda11.4.yml
+++ b/conda/environments/cuml_dev_cuda11.4.yml
@@ -35,8 +35,8 @@ 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@2022.03.0
+    - git+https://github.com/dask/distributed.git@2022.03.0
 
 # rapids-build-env, notebook-env and doc-env are defined in
 # https://docs.rapids.ai/maintainers/depmgmt/
diff --git a/conda/environments/cuml_dev_cuda11.5.yml b/conda/environments/cuml_dev_cuda11.5.yml
index 210c3af2fd..c986c10487 100644
--- a/conda/environments/cuml_dev_cuda11.5.yml
+++ b/conda/environments/cuml_dev_cuda11.5.yml
@@ -35,8 +35,8 @@ 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@2022.03.0
+    - git+https://github.com/dask/distributed.git@2022.03.0
 
 # rapids-build-env, notebook-env and doc-env are defined in
 # https://docs.rapids.ai/maintainers/depmgmt/
diff --git a/conda/recipes/cuml/meta.yaml b/conda/recipes/cuml/meta.yaml
index 0d99edeb5a..67a476732b 100644
--- a/conda/recipes/cuml/meta.yaml
+++ b/conda/recipes/cuml/meta.yaml
@@ -51,8 +51,8 @@ requirements:
     - nccl>=2.9.9
     - ucx-py {{ ucx_py_version }}
     - ucx-proc=*=gpu
-    - dask>=2022.02.1
-    - distributed>=2022.02.1
+    - dask==2022.03.0
+    - distributed==2022.03.0
     - joblib >=0.11
     - {{ pin_compatible('cudatoolkit', max_pin='x', min_pin='x') }}
     - cuda-python >=11.5,<12.0