diff --git a/lib/trino-filesystem-manager/src/main/java/io/trino/filesystem/manager/SwitchingFileSystem.java b/lib/trino-filesystem-manager/src/main/java/io/trino/filesystem/manager/SwitchingFileSystem.java
index 670da1f2fea3..af04fb7338bf 100644
--- a/lib/trino-filesystem-manager/src/main/java/io/trino/filesystem/manager/SwitchingFileSystem.java
+++ b/lib/trino-filesystem-manager/src/main/java/io/trino/filesystem/manager/SwitchingFileSystem.java
@@ -32,7 +32,7 @@
 import static java.util.Objects.requireNonNull;
 import static java.util.stream.Collectors.groupingBy;
 
-final class SwitchingFileSystem
+public final class SwitchingFileSystem
         implements TrinoFileSystem
 {
     private final Optional<ConnectorSession> session;
@@ -130,7 +130,7 @@ public void renameDirectory(Location source, Location target)
         fileSystem(source).renameDirectory(source, target);
     }
 
-    private TrinoFileSystem fileSystem(Location location)
+    public TrinoFileSystem fileSystem(Location location)
     {
         return createFileSystem(determineFactory(location));
     }
diff --git a/lib/trino-filesystem-s3/src/main/java/io/trino/filesystem/s3/S3FileSystem.java b/lib/trino-filesystem-s3/src/main/java/io/trino/filesystem/s3/S3FileSystem.java
index 904b237078f0..72a236e3ea7a 100644
--- a/lib/trino-filesystem-s3/src/main/java/io/trino/filesystem/s3/S3FileSystem.java
+++ b/lib/trino-filesystem-s3/src/main/java/io/trino/filesystem/s3/S3FileSystem.java
@@ -20,6 +20,7 @@
 import io.trino.filesystem.TrinoFileSystem;
 import io.trino.filesystem.TrinoInputFile;
 import io.trino.filesystem.TrinoOutputFile;
+import jakarta.annotation.Nullable;
 import software.amazon.awssdk.core.exception.SdkException;
 import software.amazon.awssdk.services.s3.S3Client;
 import software.amazon.awssdk.services.s3.model.DeleteObjectRequest;
@@ -44,7 +45,7 @@
 import static com.google.common.collect.Multimaps.toMultimap;
 import static java.util.Objects.requireNonNull;
 
-final class S3FileSystem
+public final class S3FileSystem
         implements TrinoFileSystem
 {
     private final S3Client client;
@@ -164,6 +165,12 @@ public void renameFile(Location source, Location target)
     @Override
     public FileIterator listFiles(Location location)
             throws IOException
+    {
+        return listFiles(location, null);
+    }
+
+    public FileIterator listFiles(Location location, @Nullable String startAfter)
+            throws IOException
     {
         S3Location s3Location = new S3Location(location);
 
@@ -175,6 +182,7 @@ public FileIterator listFiles(Location location)
         ListObjectsV2Request request = ListObjectsV2Request.builder()
                 .bucket(s3Location.bucket())
                 .prefix(key)
+                .startAfter(startAfter)
                 .build();
 
         try {
diff --git a/lib/trino-filesystem/src/main/java/io/trino/filesystem/tracing/TracingFileSystem.java b/lib/trino-filesystem/src/main/java/io/trino/filesystem/tracing/TracingFileSystem.java
index a1b69b42199d..bd558bdf6d82 100644
--- a/lib/trino-filesystem/src/main/java/io/trino/filesystem/tracing/TracingFileSystem.java
+++ b/lib/trino-filesystem/src/main/java/io/trino/filesystem/tracing/TracingFileSystem.java
@@ -28,7 +28,7 @@
 import static io.trino.filesystem.tracing.Tracing.withTracing;
 import static java.util.Objects.requireNonNull;
 
-final class TracingFileSystem
+public final class TracingFileSystem
         implements TrinoFileSystem
 {
     private final Tracer tracer;
@@ -137,4 +137,10 @@ public void renameDirectory(Location source, Location target)
                 .startSpan();
         withTracing(span, () -> delegate.renameDirectory(source, target));
     }
+
+    @Deprecated // Marking as deprecated to discourage using this method
+    public TrinoFileSystem getDelegate()
+    {
+        return delegate;
+    }
 }
diff --git a/plugin/trino-delta-lake/pom.xml b/plugin/trino-delta-lake/pom.xml
index 2e0030234377..dfee2339a8f2 100644
--- a/plugin/trino-delta-lake/pom.xml
+++ b/plugin/trino-delta-lake/pom.xml
@@ -134,6 +134,11 @@
             <artifactId>trino-filesystem-manager</artifactId>
         </dependency>
 
+        <dependency>
+            <groupId>io.trino</groupId>
+            <artifactId>trino-filesystem-s3</artifactId>
+        </dependency>
+
         <dependency>
             <groupId>io.trino</groupId>
             <artifactId>trino-hdfs</artifactId>
diff --git a/plugin/trino-delta-lake/src/main/java/io/trino/plugin/deltalake/transactionlog/TransactionLogParser.java b/plugin/trino-delta-lake/src/main/java/io/trino/plugin/deltalake/transactionlog/TransactionLogParser.java
index 134daf28960c..ef2be8bc8930 100644
--- a/plugin/trino-delta-lake/src/main/java/io/trino/plugin/deltalake/transactionlog/TransactionLogParser.java
+++ b/plugin/trino-delta-lake/src/main/java/io/trino/plugin/deltalake/transactionlog/TransactionLogParser.java
@@ -20,9 +20,14 @@
 import dev.failsafe.RetryPolicy;
 import io.airlift.json.ObjectMapperProvider;
 import io.airlift.log.Logger;
+import io.trino.filesystem.FileEntry;
+import io.trino.filesystem.FileIterator;
 import io.trino.filesystem.Location;
 import io.trino.filesystem.TrinoFileSystem;
 import io.trino.filesystem.TrinoInputFile;
+import io.trino.filesystem.manager.SwitchingFileSystem;
+import io.trino.filesystem.s3.S3FileSystem;
+import io.trino.filesystem.tracing.TracingFileSystem;
 import io.trino.plugin.base.util.JsonUtils;
 import io.trino.plugin.deltalake.DeltaLakeColumnHandle;
 import io.trino.plugin.deltalake.transactionlog.checkpoint.LastCheckpoint;
@@ -273,6 +278,28 @@ public static long getMandatoryCurrentVersion(TrinoFileSystem fileSystem, String
         long version = readLastCheckpoint(fileSystem, tableLocation).map(LastCheckpoint::getVersion).orElse(0L);
 
         String transactionLogDir = getTransactionLogDir(tableLocation);
+
+        if (fileSystem instanceof TracingFileSystem tracingFileSystem &&
+                tracingFileSystem.getDelegate() instanceof SwitchingFileSystem switchingFileSystem &&
+                switchingFileSystem.fileSystem(Location.of(transactionLogDir)) instanceof S3FileSystem s3FileSystem) {
+            String startAfter = getTransactionLogJsonEntryPath(transactionLogDir, version).path();
+            FileIterator files = s3FileSystem.listFiles(Location.of(transactionLogDir), startAfter);
+
+            while (files.hasNext()) {
+                FileEntry file = files.next();
+                if (!file.location().fileName().endsWith(".json")) {
+                    // _delta_log directory may contain unrelated files, e.g. crc file for json
+                    continue;
+                }
+                Location entryPath = getTransactionLogJsonEntryPath(transactionLogDir, version + 1);
+                if (!entryPath.equals(file.location())) {
+                    return version;
+                }
+                version++;
+            }
+            return version;
+        }
+
         while (true) {
             Location entryPath = getTransactionLogJsonEntryPath(transactionLogDir, version + 1);
             if (!fileSystem.newInputFile(entryPath).exists()) {
diff --git a/testing/trino-product-tests-launcher/src/main/resources/docker/presto-product-tests/conf/environment/singlenode-delta-lake-databricks/delta.properties b/testing/trino-product-tests-launcher/src/main/resources/docker/presto-product-tests/conf/environment/singlenode-delta-lake-databricks/delta.properties
index db7aeba4742f..6ead7f5b4079 100644
--- a/testing/trino-product-tests-launcher/src/main/resources/docker/presto-product-tests/conf/environment/singlenode-delta-lake-databricks/delta.properties
+++ b/testing/trino-product-tests-launcher/src/main/resources/docker/presto-product-tests/conf/environment/singlenode-delta-lake-databricks/delta.properties
@@ -1,7 +1,6 @@
 connector.name=delta_lake
 hive.metastore=glue
 hive.metastore.glue.region=${ENV:AWS_REGION}
-# We need to give access to bucket owner (the AWS account integrated with Databricks), otherwise files won't be readable from Databricks
-hive.s3.upload-acl-type=BUCKET_OWNER_FULL_CONTROL
 delta.enable-non-concurrent-writes=true
 delta.hive-catalog-name=hive
+fs.native-s3.enabled=true