diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHBackend.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHBackend.scala
index 900c9bafb4ff..725e90e2adfb 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHBackend.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHBackend.scala
@@ -127,6 +127,12 @@ object CHBackendSettings extends BackendSettingsApi with Logging {
 
   val GLUTEN_AQE_PROPAGATEEMPTY: String = CHConf.prefixOf("aqe.propagate.empty.relation")
 
+  val GLUTEN_CLICKHOUSE_DELTA_SCAN_CACHE_SIZE: String = CHConf.prefixOf("deltascan.cache.size")
+  val GLUTEN_CLICKHOUSE_ADDFILES_TO_MTPS_CACHE_SIZE: String =
+    CHConf.prefixOf("addfiles.to.mtps.cache.size")
+  val GLUTEN_CLICKHOUSE_TABLE_PATH_TO_MTPS_CACHE_SIZE: String =
+    CHConf.prefixOf("table.path.to.mtps.cache.size")
+
   def affinityMode: String = {
     SparkEnv.get.conf
       .get(
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/ClickhouseSnapshot.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/ClickhouseSnapshot.scala
index c8d2d1c77ec7..f28e9e8fe468 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/ClickhouseSnapshot.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/ClickhouseSnapshot.scala
@@ -16,6 +16,9 @@
  */
 package org.apache.spark.sql.delta
 
+import org.apache.gluten.backendsapi.clickhouse.CHBackendSettings
+
+import org.apache.spark.sql.SparkSession
 import org.apache.spark.sql.catalyst.expressions.{AttributeReference, BindReferences, Expression, Predicate}
 import org.apache.spark.sql.delta.actions.AddFile
 import org.apache.spark.sql.delta.stats.DeltaScan
@@ -82,14 +85,20 @@ case class FilterExprsAsKey(
 
 object ClickhouseSnapshot {
   val deltaScanCache: Cache[FilterExprsAsKey, DeltaScan] = CacheBuilder.newBuilder
-    .maximumSize(100)
-    .expireAfterAccess(3600L, TimeUnit.SECONDS)
+    .maximumSize(
+      SparkSession.getActiveSession.get.conf
+        .get(CHBackendSettings.GLUTEN_CLICKHOUSE_DELTA_SCAN_CACHE_SIZE, "10000")
+        .toLong)
+    .expireAfterAccess(7200L, TimeUnit.SECONDS)
     .recordStats()
     .build()
 
   val addFileToAddMTPCache: LoadingCache[AddFileAsKey, AddMergeTreeParts] = CacheBuilder.newBuilder
-    .maximumSize(1000000)
-    .expireAfterAccess(3600L, TimeUnit.SECONDS)
+    .maximumSize(
+      SparkSession.getActiveSession.get.conf
+        .get(CHBackendSettings.GLUTEN_CLICKHOUSE_ADDFILES_TO_MTPS_CACHE_SIZE, "1000000")
+        .toLong)
+    .expireAfterAccess(7200L, TimeUnit.SECONDS)
     .recordStats
     .build[AddFileAsKey, AddMergeTreeParts](new CacheLoader[AddFileAsKey, AddMergeTreeParts]() {
       @throws[Exception]
@@ -99,8 +108,11 @@ object ClickhouseSnapshot {
     })
 
   val pathToAddMTPCache: Cache[String, AddMergeTreeParts] = CacheBuilder.newBuilder
-    .maximumSize(1000000)
-    .expireAfterAccess(3600L, TimeUnit.SECONDS)
+    .maximumSize(
+      SparkSession.getActiveSession.get.conf
+        .get(CHBackendSettings.GLUTEN_CLICKHOUSE_TABLE_PATH_TO_MTPS_CACHE_SIZE, "1000000")
+        .toLong)
+    .expireAfterAccess(7200L, TimeUnit.SECONDS)
     .recordStats()
     .build()