diff --git a/core/Cargo.toml b/core/Cargo.toml
index accbee1cfb1..86458781520 100644
--- a/core/Cargo.toml
+++ b/core/Cargo.toml
@@ -178,7 +178,7 @@ services-pcloud = []
 services-persy = ["dep:persy", "internal-tokio-rt"]
 services-postgresql = ["dep:sqlx", "sqlx?/postgres"]
 services-redb = ["dep:redb", "internal-tokio-rt"]
-services-redis = ["dep:redis", "redis?/tokio-rustls-comp"]
+services-redis = ["dep:redis","dep:bb8","redis?/tokio-rustls-comp"]
 services-redis-native-tls = ["services-redis", "redis?/tokio-native-tls-comp"]
 services-rocksdb = ["dep:rocksdb", "internal-tokio-rt"]
 services-s3 = [
diff --git a/core/src/services/redis/backend.rs b/core/src/services/redis/backend.rs
index 8d08e1216a8..bf8cff20185 100644
--- a/core/src/services/redis/backend.rs
+++ b/core/src/services/redis/backend.rs
@@ -15,23 +15,19 @@
 // specific language governing permissions and limitations
 // under the License.
 
-use std::fmt::Debug;
-use std::fmt::Formatter;
-use std::path::PathBuf;
-use std::time::Duration;
-
+use bb8::RunError;
 use http::Uri;
-use redis::aio::ConnectionManager;
 use redis::cluster::ClusterClient;
 use redis::cluster::ClusterClientBuilder;
-use redis::cluster_async::ClusterConnection;
-use redis::AsyncCommands;
 use redis::Client;
 use redis::ConnectionAddr;
 use redis::ConnectionInfo;
 use redis::ProtocolVersion;
 use redis::RedisConnectionInfo;
-use redis::RedisError;
+use std::fmt::Debug;
+use std::fmt::Formatter;
+use std::path::PathBuf;
+use std::time::Duration;
 use tokio::sync::OnceCell;
 
 use crate::raw::adapters::kv;
@@ -39,6 +35,7 @@ use crate::raw::*;
 use crate::services::RedisConfig;
 use crate::*;
 
+use super::core::*;
 const DEFAULT_REDIS_ENDPOINT: &str = "tcp://127.0.0.1:6379";
 const DEFAULT_REDIS_PORT: u16 = 6379;
 
@@ -272,18 +269,12 @@ impl RedisBuilder {
 /// Backend for redis services.
 pub type RedisBackend = kv::Backend<Adapter>;
 
-#[derive(Clone)]
-enum RedisConnection {
-    Normal(ConnectionManager),
-    Cluster(ClusterConnection),
-}
-
 #[derive(Clone)]
 pub struct Adapter {
     addr: String,
     client: Option<Client>,
     cluster_client: Option<ClusterClient>,
-    conn: OnceCell<RedisConnection>,
+    conn: OnceCell<bb8::Pool<RedisConnectionManager>>,
 
     default_ttl: Option<Duration>,
 }
@@ -299,26 +290,39 @@ impl Debug for Adapter {
 }
 
 impl Adapter {
-    async fn conn(&self) -> Result<RedisConnection> {
-        Ok(self
+    async fn conn(&self) -> Result<bb8::PooledConnection<'_, RedisConnectionManager>> {
+        let pool = self
             .conn
             .get_or_try_init(|| async {
-                if let Some(client) = self.client.clone() {
-                    ConnectionManager::new(client.clone())
-                        .await
-                        .map(RedisConnection::Normal)
-                } else {
-                    self.cluster_client
-                        .clone()
-                        .unwrap()
-                        .get_async_connection()
-                        .await
-                        .map(RedisConnection::Cluster)
-                }
+                bb8::Pool::builder()
+                    .build(self.get_redis_connection_manager())
+                    .await
+                    .map_err(|err| {
+                        Error::new(ErrorKind::ConfigInvalid, "connect to redis failed")
+                            .set_source(err)
+                    })
             })
-            .await
-            .map_err(format_redis_error)?
-            .clone())
+            .await?;
+        pool.get().await.map_err(|err| match err {
+            RunError::TimedOut => {
+                Error::new(ErrorKind::Unexpected, "get connection from pool failed").set_temporary()
+            }
+            RunError::User(err) => err,
+        })
+    }
+
+    fn get_redis_connection_manager(&self) -> RedisConnectionManager {
+        if let Some(_client) = self.client.clone() {
+            RedisConnectionManager {
+                client: self.client.clone(),
+                cluster_client: None,
+            }
+        } else {
+            RedisConnectionManager {
+                client: None,
+                cluster_client: self.cluster_client.clone(),
+            }
+        }
     }
 }
 
@@ -337,69 +341,27 @@ impl kv::Adapter for Adapter {
     }
 
     async fn get(&self, key: &str) -> Result<Option<Buffer>> {
-        let conn = self.conn().await?;
-        let result: Option<bytes::Bytes> = match conn {
-            RedisConnection::Normal(mut conn) => conn.get(key).await.map_err(format_redis_error),
-            RedisConnection::Cluster(mut conn) => conn.get(key).await.map_err(format_redis_error),
-        }?;
-        Ok(result.map(Buffer::from))
+        let mut conn = self.conn().await?;
+        let result = conn.get(key).await?;
+        Ok(result)
     }
 
     async fn set(&self, key: &str, value: Buffer) -> Result<()> {
-        let conn = self.conn().await?;
+        let mut conn = self.conn().await?;
         let value = value.to_vec();
-        match self.default_ttl {
-            Some(ttl) => match conn {
-                RedisConnection::Normal(mut conn) => conn
-                    .set_ex(key, value, ttl.as_secs())
-                    .await
-                    .map_err(format_redis_error)?,
-                RedisConnection::Cluster(mut conn) => conn
-                    .set_ex(key, value, ttl.as_secs())
-                    .await
-                    .map_err(format_redis_error)?,
-            },
-            None => match conn {
-                RedisConnection::Normal(mut conn) => {
-                    conn.set(key, value).await.map_err(format_redis_error)?
-                }
-                RedisConnection::Cluster(mut conn) => {
-                    conn.set(key, value).await.map_err(format_redis_error)?
-                }
-            },
-        }
+        conn.set(key, value, self.default_ttl).await?;
         Ok(())
     }
 
     async fn delete(&self, key: &str) -> Result<()> {
-        let conn = self.conn().await?;
-        match conn {
-            RedisConnection::Normal(mut conn) => {
-                let _: () = conn.del(key).await.map_err(format_redis_error)?;
-            }
-            RedisConnection::Cluster(mut conn) => {
-                let _: () = conn.del(key).await.map_err(format_redis_error)?;
-            }
-        }
+        let mut conn = self.conn().await?;
+        conn.delete(key).await?;
         Ok(())
     }
 
     async fn append(&self, key: &str, value: &[u8]) -> Result<()> {
-        let conn = self.conn().await?;
-        match conn {
-            RedisConnection::Normal(mut conn) => {
-                () = conn.append(key, value).await.map_err(format_redis_error)?;
-            }
-            RedisConnection::Cluster(mut conn) => {
-                () = conn.append(key, value).await.map_err(format_redis_error)?;
-            }
-        }
+        let mut conn = self.conn().await?;
+        conn.append(key, value).await?;
         Ok(())
     }
 }
-
-pub fn format_redis_error(e: RedisError) -> Error {
-    Error::new(ErrorKind::Unexpected, e.category())
-        .set_source(e)
-        .set_temporary()
-}
diff --git a/core/src/services/redis/core.rs b/core/src/services/redis/core.rs
new file mode 100644
index 00000000000..041ed87169b
--- /dev/null
+++ b/core/src/services/redis/core.rs
@@ -0,0 +1,168 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use crate::Buffer;
+use crate::Error;
+use crate::ErrorKind;
+
+use redis::aio::ConnectionLike;
+use redis::aio::ConnectionManager;
+
+use redis::cluster::ClusterClient;
+use redis::cluster_async::ClusterConnection;
+use redis::from_redis_value;
+use redis::AsyncCommands;
+use redis::Client;
+use redis::RedisError;
+
+use std::time::Duration;
+
+#[derive(Clone)]
+pub enum RedisConnection {
+    Normal(ConnectionManager),
+    Cluster(ClusterConnection),
+}
+impl RedisConnection {
+    pub async fn get(&mut self, key: &str) -> crate::Result<Option<Buffer>> {
+        let result: Option<bytes::Bytes> = match self {
+            RedisConnection::Normal(ref mut conn) => {
+                conn.get(key).await.map_err(format_redis_error)
+            }
+            RedisConnection::Cluster(ref mut conn) => {
+                conn.get(key).await.map_err(format_redis_error)
+            }
+        }?;
+        Ok(result.map(Buffer::from))
+    }
+
+    pub async fn set(
+        &mut self,
+        key: &str,
+        value: Vec<u8>,
+        ttl: Option<Duration>,
+    ) -> crate::Result<()> {
+        let value = value.to_vec();
+        if let Some(ttl) = ttl {
+            match self {
+                RedisConnection::Normal(ref mut conn) => conn
+                    .set_ex(key, value, ttl.as_secs())
+                    .await
+                    .map_err(format_redis_error)?,
+                RedisConnection::Cluster(ref mut conn) => conn
+                    .set_ex(key, value, ttl.as_secs())
+                    .await
+                    .map_err(format_redis_error)?,
+            }
+        } else {
+            match self {
+                RedisConnection::Normal(ref mut conn) => {
+                    conn.set(key, value).await.map_err(format_redis_error)?
+                }
+                RedisConnection::Cluster(ref mut conn) => {
+                    conn.set(key, value).await.map_err(format_redis_error)?
+                }
+            }
+        }
+
+        Ok(())
+    }
+
+    pub async fn delete(&mut self, key: &str) -> crate::Result<()> {
+        match self {
+            RedisConnection::Normal(ref mut conn) => {
+                let _: () = conn.del(key).await.map_err(format_redis_error)?;
+            }
+            RedisConnection::Cluster(ref mut conn) => {
+                let _: () = conn.del(key).await.map_err(format_redis_error)?;
+            }
+        }
+
+        Ok(())
+    }
+
+    pub async fn append(&mut self, key: &str, value: &[u8]) -> crate::Result<()> {
+        match self {
+            RedisConnection::Normal(ref mut conn) => {
+                () = conn.append(key, value).await.map_err(format_redis_error)?;
+            }
+            RedisConnection::Cluster(ref mut conn) => {
+                () = conn.append(key, value).await.map_err(format_redis_error)?;
+            }
+        }
+        Ok(())
+    }
+}
+
+#[derive(Clone)]
+pub struct RedisConnectionManager {
+    pub client: Option<Client>,
+    pub cluster_client: Option<ClusterClient>,
+}
+
+#[async_trait::async_trait]
+impl bb8::ManageConnection for RedisConnectionManager {
+    type Connection = RedisConnection;
+    type Error = Error;
+
+    async fn connect(&self) -> Result<RedisConnection, Self::Error> {
+        if let Some(client) = self.client.clone() {
+            ConnectionManager::new(client.clone())
+                .await
+                .map_err(format_redis_error)
+                .map(RedisConnection::Normal)
+        } else {
+            self.cluster_client
+                .clone()
+                .unwrap()
+                .get_async_connection()
+                .await
+                .map_err(format_redis_error)
+                .map(RedisConnection::Cluster)
+        }
+    }
+
+    async fn is_valid(&self, conn: &mut Self::Connection) -> Result<(), Self::Error> {
+        let pong_value = match conn {
+            RedisConnection::Normal(ref mut conn) => conn
+                .send_packed_command(&redis::cmd("PING"))
+                .await
+                .map_err(format_redis_error)?,
+
+            RedisConnection::Cluster(ref mut conn) => conn
+                .req_packed_command(&redis::cmd("PING"))
+                .await
+                .map_err(format_redis_error)?,
+        };
+        let pong: String = from_redis_value(&pong_value).map_err(format_redis_error)?;
+
+        if pong == "PONG" {
+            Ok(())
+        } else {
+            Err(Error::new(ErrorKind::Unexpected, "PING ERROR"))
+        }
+    }
+
+    fn has_broken(&self, _: &mut Self::Connection) -> bool {
+        false
+    }
+}
+
+pub fn format_redis_error(e: RedisError) -> Error {
+    Error::new(ErrorKind::Unexpected, e.category())
+        .set_source(e)
+        .set_temporary()
+}
diff --git a/core/src/services/redis/mod.rs b/core/src/services/redis/mod.rs
index a1dc12d620f..7ec39a5e832 100644
--- a/core/src/services/redis/mod.rs
+++ b/core/src/services/redis/mod.rs
@@ -19,6 +19,7 @@
 mod backend;
 #[cfg(feature = "services-redis")]
 pub use backend::RedisBuilder as Redis;
-
 mod config;
+#[cfg(feature = "services-redis")]
+mod core;
 pub use config::RedisConfig;