diff --git a/common/utils/src/main/scala/org/apache/spark/internal/LogKey.scala b/common/utils/src/main/scala/org/apache/spark/internal/LogKey.scala
index b8a43a03d8b6..1a018811974c 100644
--- a/common/utils/src/main/scala/org/apache/spark/internal/LogKey.scala
+++ b/common/utils/src/main/scala/org/apache/spark/internal/LogKey.scala
@@ -31,7 +31,8 @@ object LogKey extends Enumeration {
   val MAX_SIZE = Value
   val MIN_SIZE = Value
   val REMOTE_ADDRESS = Value
-  val POD_ID = Value
+  val KUBERNETES_NAMESPACE = Value
+  val KUBERNETES_POD_NAME = Value
 
   type LogKey = Value
 }
diff --git a/common/utils/src/main/scala/org/apache/spark/internal/Logging.scala b/common/utils/src/main/scala/org/apache/spark/internal/Logging.scala
index 84b9debb2afd..96512129a88c 100644
--- a/common/utils/src/main/scala/org/apache/spark/internal/Logging.scala
+++ b/common/utils/src/main/scala/org/apache/spark/internal/Logging.scala
@@ -97,20 +97,23 @@ trait Logging {
   }
 
   implicit class LogStringContext(val sc: StringContext) {
-    def log(args: MDC*): MessageWithContext = {
+    def log(args: Any*): MessageWithContext = {
       val processedParts = sc.parts.iterator
       val sb = new StringBuilder(processedParts.next())
       val context = new java.util.HashMap[String, String]()
 
-      args.foreach { mdc =>
-        sb.append(mdc.value.toString)
-        if (Logging.isStructuredLoggingEnabled) {
-          context.put(mdc.key.toString.toLowerCase(Locale.ROOT), mdc.value.toString)
-        }
+      args.foreach {
+        case mdc: MDC =>
+          sb.append(mdc.value.toString)
+          if (Logging.isStructuredLoggingEnabled) {
+            context.put(mdc.key.toString.toLowerCase(Locale.ROOT), mdc.value.toString)
+          }
 
-        if (processedParts.hasNext) {
-          sb.append(processedParts.next())
-        }
+          if (processedParts.hasNext) {
+            sb.append(processedParts.next())
+          }
+        case any: Any =>
+          sb.append(any)
       }
 
       MessageWithContext(sb.toString(), context)
diff --git a/resource-managers/kubernetes/core/src/main/scala/org/apache/spark/scheduler/cluster/k8s/ExecutorPodsAllocator.scala b/resource-managers/kubernetes/core/src/main/scala/org/apache/spark/scheduler/cluster/k8s/ExecutorPodsAllocator.scala
index f4d80c24d01f..3fb775330666 100644
--- a/resource-managers/kubernetes/core/src/main/scala/org/apache/spark/scheduler/cluster/k8s/ExecutorPodsAllocator.scala
+++ b/resource-managers/kubernetes/core/src/main/scala/org/apache/spark/scheduler/cluster/k8s/ExecutorPodsAllocator.scala
@@ -533,8 +533,10 @@ class ExecutorPodsAllocator(
       currentTime - creationTime > executorIdleTimeout
     } catch {
       case e: Exception =>
-        logError(log"Cannot get the creationTimestamp of the pod: " +
-          log"${MDC(LogKey.POD_ID, state.pod)}", e)
+        logError(log"Cannot get the creationTimestamp of the pod " +
+          log"${MDC(LogKey.KUBERNETES_POD_NAME, state.pod.getMetadata.getName)} in namespace " +
+          log"${MDC(LogKey.KUBERNETES_NAMESPACE, state.pod.getMetadata.getNamespace)}. " +
+          log"Resource details: ${state.pod}", e)
         true
     }
   }