diff --git a/server/src/main/java/org/elasticsearch/common/blobstore/fs/FsBlobContainer.java b/server/src/main/java/org/elasticsearch/common/blobstore/fs/FsBlobContainer.java
index d333691a9bc26..d3a9731b2f656 100644
--- a/server/src/main/java/org/elasticsearch/common/blobstore/fs/FsBlobContainer.java
+++ b/server/src/main/java/org/elasticsearch/common/blobstore/fs/FsBlobContainer.java
@@ -97,7 +97,13 @@ public Map<String, BlobMetaData> listBlobsByPrefix(String blobNamePrefix) throws
         blobNamePrefix = blobNamePrefix == null ? "" : blobNamePrefix;
         try (DirectoryStream<Path> stream = Files.newDirectoryStream(path, blobNamePrefix + "*")) {
             for (Path file : stream) {
-                final BasicFileAttributes attrs = Files.readAttributes(file, BasicFileAttributes.class);
+                final BasicFileAttributes attrs;
+                try {
+                    attrs = Files.readAttributes(file, BasicFileAttributes.class);
+                } catch (FileNotFoundException | NoSuchFileException e) {
+                    // The file was concurrently deleted between listing files and trying to get its attributes so we skip it here
+                    continue;
+                }
                 if (attrs.isRegularFile()) {
                     builder.put(file.getFileName().toString(), new PlainBlobMetaData(file.getFileName().toString(), attrs.size()));
                 }