diff --git a/src/DIRAC/Core/Utilities/Platform.py b/src/DIRAC/Core/Utilities/Platform.py
index 1a42899c777..86a46b0dbe8 100644
--- a/src/DIRAC/Core/Utilities/Platform.py
+++ b/src/DIRAC/Core/Utilities/Platform.py
@@ -5,6 +5,8 @@
 import sys
 import os
 import re
+import subprocess
+from pathlib import Path
 
 # We need to patch python platform module. It does a string comparison for the libc versions.
 # it fails when going from 2.9 to 2.10,
@@ -144,3 +146,24 @@ def getPlatform():
 def getPlatformTuple():
     getPlatform()
     return _gPlatformTuple
+
+
+def availableCgroupsV2Controllers() -> set[str]:
+    """Get the list of available cgroup2 controllers."""
+    controllers = set()
+
+    cmd = ["findmnt", "--source", "cgroup2", "--output", "target", "--noheadings"]
+    proc = subprocess.run(cmd, check=False, capture_output=True, text=True)
+    if proc.returncode == 0:
+        for target in proc.stdout.strip().split("\n"):
+            subtree_control_path = Path(target) / "cgroup.subtree_control"
+            if subtree_control_path.is_file():
+                subtree_control_info = subtree_control_path.read_text().strip()
+                print(f"cgroup2 available at {subtree_control_path} with: {subtree_control_info}")
+                controllers.update(subtree_control_info.split(" "))
+            else:
+                print(f"{subtree_control_path} is not a file")
+    else:
+        print(f"Failed to run {cmd}: {proc.returncode} stderr={proc.stderr}")
+
+    return controllers
diff --git a/src/DIRAC/Resources/Computing/SingularityComputingElement.py b/src/DIRAC/Resources/Computing/SingularityComputingElement.py
index f0e153d11b4..b7d6fdfea03 100644
--- a/src/DIRAC/Resources/Computing/SingularityComputingElement.py
+++ b/src/DIRAC/Resources/Computing/SingularityComputingElement.py
@@ -22,6 +22,7 @@
 
 import DIRAC
 from DIRAC import S_OK, S_ERROR, gConfig, gLogger
+from DIRAC.Core.Utilities.Platform import availableCgroupsV2Controllers
 from DIRAC.Core.Utilities.Subprocess import systemCall
 from DIRAC.ConfigurationSystem.Client.Helpers import Operations
 from DIRAC.Core.Utilities.ThreadScheduler import gThreadScheduler
@@ -163,6 +164,28 @@ def __hasSingularity(self):
         # No suitable binaries found
         return False
 
+    def _resourceLimitsArgs(self):
+        """Get singularity arguments for enforcing resource limits with cgroup2.
+
+        If the associated cgroup2 controllers are not available, the corresponding
+        options are ignored.
+        """
+        controllers = availableCgroupsV2Controllers()
+        self.log.debug(f"Available cgroup2 controllers: {controllers}")
+        args = []
+        if "memory" in controllers:
+            memoryLimit = int(self.ceParameters.get("MemoryLimitMB", 0))
+            if memoryLimit:
+                args.extend(["--memory", f"{memoryLimit}M"])
+                memoryRes = int(self.ceParameters.get("MemoryReservationMB", memoryLimit * 4 // 5))
+                args.extend(["--memory-reservation", f"{memoryRes}M"])
+            swapLimit = int(self.ceParameters.get("SwapLimitMB", 0))
+            if swapLimit:
+                args.extend(["--memory-swap", f"{swapLimit}M"])
+        if "cpu" in controllers and self.ceParameters.get("EnforceCPULimit", "no") in ("yes", "true"):
+            args.extend(["--cpus", str(self.processors)])
+        return args
+
     @staticmethod
     def __findInstallBaseDir():
         """Find the path to root of the current DIRAC installation"""
@@ -407,6 +430,7 @@ def submitJob(self, executableFile, proxy=None, **kwargs):
             cmd.extend(["--bind", "/cvmfs"])
         if not self.__installDIRACInContainer:
             cmd.extend(["--bind", "{0}:{0}:ro".format(self.__findInstallBaseDir())])
+        cmd.extend(self._resourceLimitsArgs())
 
         bindPaths = self.ceParameters.get("ContainerBind", "").split(",")
         siteName = gConfig.getValue("/LocalSite/Site", "")