diff --git a/src/Shared/Shared/ValidationConstants.cs b/src/Shared/Shared/ValidationConstants.cs
index 460d1e0a4..a02d54344 100644
--- a/src/Shared/Shared/ValidationConstants.cs
+++ b/src/Shared/Shared/ValidationConstants.cs
@@ -53,6 +53,21 @@ public static class ValidationConstants
         /// </summary>
         public static readonly string Notifications = "notifications";
 
+        /// <summary>
+        /// Key for the CPU.
+        /// </summary>
+        public static readonly string Cpu = "cpu";
+
+        /// <summary>
+        /// Key for the memory.
+        /// </summary>
+        public static readonly string Memory = "memory_gb";
+
+        /// <summary>
+        /// Key for the GPU.
+        /// </summary>
+        public static readonly string Gpu = "gpu";
+
         public enum ModeValues
         {
             QA,
diff --git a/src/TaskManager/Plug-ins/Argo/StaticValues/Keys.cs b/src/TaskManager/Plug-ins/Argo/StaticValues/Keys.cs
index 5e78c2f15..ead9718b8 100644
--- a/src/TaskManager/Plug-ins/Argo/StaticValues/Keys.cs
+++ b/src/TaskManager/Plug-ins/Argo/StaticValues/Keys.cs
@@ -88,6 +88,21 @@ internal static class Keys
         /// </summary>
         public static readonly string TaskPriorityClassName = "priority";
 
+        /// <summary>
+        /// Key for CPU
+        /// </summary>
+        public static readonly string Cpu = "cpu";
+
+        /// <summary>
+        /// Key for memory allocation
+        /// </summary>
+        public static readonly string Memory = "memory_gb";
+
+        /// <summary>
+        /// Key for GPU
+        /// </summary>
+        public static readonly string Gpu = "number_gpu";
+
         /// <summary>
         /// Required arguments to run the Argo workflow.
         /// </summary>
diff --git a/src/WorkflowManager/WorkflowManager/Validators/WorkflowValidator.cs b/src/WorkflowManager/WorkflowManager/Validators/WorkflowValidator.cs
index acec57652..1e3d7418f 100644
--- a/src/WorkflowManager/WorkflowManager/Validators/WorkflowValidator.cs
+++ b/src/WorkflowManager/WorkflowManager/Validators/WorkflowValidator.cs
@@ -152,9 +152,9 @@ private void ValidateTasks(Workflow workflow, string firstTaskId)
             {
                 // duplicate destinations
                 var duplicates = destinations
-                .GroupBy(i => i)
-                .Where(g => g.Count() > 1)
-                .Select(g => g.Key);
+                    .GroupBy(i => i)
+                    .Where(g => g.Count() > 1)
+                    .Select(g => g.Key);
 
                 foreach (var dupe in duplicates)
                 {
@@ -348,6 +348,27 @@ private void ValidateArgoTask(TaskObject currentTask)
                         break;
                 }
             }
+
+            new List<string> { Cpu, Memory }.ForEach(key =>
+            {
+                if (
+                    currentTask.Args.TryGetValue(key, out var val) &&
+                    !string.IsNullOrEmpty(val) &&
+                    double.TryParse(val, out double parsedVal) &&
+                    (parsedVal < 1 || Math.Truncate(parsedVal) != parsedVal))
+                {
+                    Errors.Add($"Task: '{currentTask.Id}' value '{val}' provided for argument '{key}' is not valid. The value needs to be a whole number greater than 0.");
+                }
+            });
+
+            if (
+                currentTask.Args.TryGetValue(Gpu, out var gpu) &&
+                !string.IsNullOrEmpty(gpu) &&
+                double.TryParse(gpu, out double parsedGpu) &&
+                (parsedGpu != 0 || parsedGpu != 1))
+            {
+                Errors.Add($"Task: '{currentTask.Id}' value '{gpu}' provided for argument '{Gpu}' is not valid. The value needs to be 0 or 1.");
+            }
         }
 
         private void ValidateClinicalReviewTask(TaskObject[] tasks, TaskObject currentTask)
diff --git a/tests/UnitTests/WorkflowManager.Tests/Validators/WorkflowValidatorTests.cs b/tests/UnitTests/WorkflowManager.Tests/Validators/WorkflowValidatorTests.cs
index cb9138d53..4e788c15a 100644
--- a/tests/UnitTests/WorkflowManager.Tests/Validators/WorkflowValidatorTests.cs
+++ b/tests/UnitTests/WorkflowManager.Tests/Validators/WorkflowValidatorTests.cs
@@ -15,9 +15,7 @@
  */
 
 using System;
-using System.Security.Cryptography.Xml;
 using System.Threading.Tasks;
-using Amazon.Runtime.Internal.Transform;
 using Microsoft.Extensions.Logging;
 using Monai.Deploy.WorkflowManager.Common.Interfaces;
 using Monai.Deploy.WorkflowManager.Contracts.Models;
@@ -206,7 +204,10 @@ public async Task ValidateWorkflow_ValidatesAWorkflow_ReturnsErrorsAndHasCorrect
                         Type = "argo",
                         Description = "Test Argo Task",
                         Args = {
-                            { "example", "value" }
+                            { "example", "value" },
+                            { "cpu", "0.1" },
+                            { "memory_gb", "0.1" },
+                            { "gpu", "2" }
                         },
                         TaskDestinations = new TaskDestination[]
                         {
@@ -347,7 +348,7 @@ public async Task ValidateWorkflow_ValidatesAWorkflow_ReturnsErrorsAndHasCorrect
 
             Assert.True(errors.Count > 0);
 
-            Assert.Equal(40, errors.Count);
+            Assert.Equal(43, errors.Count);
 
             var convergingTasksDestinations = "Converging Tasks Destinations in tasks: (test-clinical-review-2, example-task) on task: example-task";
             Assert.Contains(convergingTasksDestinations, errors);
@@ -385,6 +386,15 @@ public async Task ValidateWorkflow_ValidatesAWorkflow_ReturnsErrorsAndHasCorrect
             var missingArgoArgs = "Task: 'test-argo-task' workflow_template_name must be specified, this corresponds to an Argo template name.";
             Assert.Contains(missingArgoArgs, errors);
 
+            var invalidArgoArg1 = "Task: 'test-argo-task' value '0.1' provided for argument 'cpu' is not valid. The value needs to be a whole number greater than 0.";
+            Assert.Contains(invalidArgoArg1, errors);
+
+            var invalidArgoArg2 = "Task: 'test-argo-task' value '0.1' provided for argument 'memory_gb' is not valid. The value needs to be a whole number greater than 0.";
+            Assert.Contains(invalidArgoArg2, errors);
+
+            var invalidArgoArg3 = "Task: 'test-argo-task' value '2' provided for argument 'gpu' is not valid. The value needs to be 0 or 1.";
+            Assert.Contains(invalidArgoArg3, errors);
+
             var incorrectClinicalReviewValueFormat = $"Invalid Value property on input artifact 'Invalid Value Format' in task: 'test-clinical-review'. Incorrect format.";
             Assert.Contains(incorrectClinicalReviewValueFormat, errors);