diff --git a/ci/deps/travis-37-arm64.yaml b/ci/deps/circle-37-arm64.yaml
similarity index 100%
rename from ci/deps/travis-37-arm64.yaml
rename to ci/deps/circle-37-arm64.yaml
diff --git a/ci/setup_env.sh b/ci/setup_env.sh
index c36422884f2ec..e6bd9950331ca 100755
--- a/ci/setup_env.sh
+++ b/ci/setup_env.sh
@@ -12,41 +12,30 @@ if [[ "$(uname)" == "Linux" && -n "$LC_ALL" ]]; then
     echo
 fi
 
-MINICONDA_DIR="$HOME/miniconda3"
-
-
-if [ -d "$MINICONDA_DIR" ]; then
-    echo
-    echo "rm -rf "$MINICONDA_DIR""
-    rm -rf "$MINICONDA_DIR"
-fi
 
 echo "Install Miniconda"
-UNAME_OS=$(uname)
-if [[ "$UNAME_OS" == 'Linux' ]]; then
+DEFAULT_CONDA_URL="https://repo.continuum.io/miniconda/Miniconda3-latest"
+if [[ "$(uname -m)" == 'aarch64' ]]; then
+    CONDA_URL="https://github.com/conda-forge/miniforge/releases/download/4.10.1-4/Miniforge3-4.10.1-4-Linux-aarch64.sh"
+elif [[ "$(uname)" == 'Linux' ]]; then
     if [[ "$BITS32" == "yes" ]]; then
-        CONDA_OS="Linux-x86"
+        CONDA_URL="$DEFAULT_CONDA_URL-Linux-x86.sh"
     else
-        CONDA_OS="Linux-x86_64"
+        CONDA_URL="$DEFAULT_CONDA_URL-Linux-x86_64.sh"
     fi
-elif [[ "$UNAME_OS" == 'Darwin' ]]; then
-    CONDA_OS="MacOSX-x86_64"
+elif [[ "$(uname)" == 'Darwin' ]]; then
+    CONDA_URL="$DEFAULT_CONDA_URL-MacOSX-x86_64.sh"
 else
-  echo "OS $UNAME_OS not supported"
+  echo "OS $(uname) not supported"
   exit 1
 fi
-
-if [ "${TRAVIS_CPU_ARCH}" == "arm64" ]; then
-  CONDA_URL="https://github.com/conda-forge/miniforge/releases/download/4.8.5-1/Miniforge3-4.8.5-1-Linux-aarch64.sh"
-else
-  CONDA_URL="https://repo.continuum.io/miniconda/Miniconda3-latest-$CONDA_OS.sh"
-fi
+echo "Downloading $CONDA_URL"
 wget -q $CONDA_URL -O miniconda.sh
 chmod +x miniconda.sh
 
-# Installation path is required for ARM64 platform as miniforge script installs in path $HOME/miniforge3.
+MINICONDA_DIR="$HOME/miniconda3"
+rm -rf $MINICONDA_DIR
 ./miniconda.sh -b -p $MINICONDA_DIR
-
 export PATH=$MINICONDA_DIR/bin:$PATH
 
 echo
diff --git a/pandas/compat/__init__.py b/pandas/compat/__init__.py
index 2ac9b9e2c875c..9aa261fd745d5 100644
--- a/pandas/compat/__init__.py
+++ b/pandas/compat/__init__.py
@@ -77,6 +77,18 @@ def is_platform_mac() -> bool:
     return sys.platform == "darwin"
 
 
+def is_platform_arm() -> bool:
+    """
+    Checking if he running platform use ARM architecture.
+
+    Returns
+    -------
+    bool
+        True if the running platform uses ARM architecture.
+    """
+    return platform.machine() in ("arm64", "aarch64")
+
+
 def import_lzma():
     """
     Importing the `lzma` module.
diff --git a/pandas/tests/window/test_rolling.py b/pandas/tests/window/test_rolling.py
index e2cdf76d038ec..218d247a25380 100644
--- a/pandas/tests/window/test_rolling.py
+++ b/pandas/tests/window/test_rolling.py
@@ -3,6 +3,7 @@
 import numpy as np
 import pytest
 
+from pandas.compat import is_platform_arm
 from pandas.errors import UnsupportedFunctionCall
 
 from pandas import (
@@ -891,6 +892,7 @@ def test_rolling_sem(frame_or_series):
     tm.assert_series_equal(result, expected)
 
 
+@pytest.mark.xfail(is_platform_arm(), reason="GH 41740")
 @pytest.mark.parametrize(
     ("func", "third_value", "values"),
     [