diff --git a/Cargo.lock b/Cargo.lock
index dccda78d5bb4e..3f126379009b9 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -3013,7 +3013,7 @@ dependencies = [
 [[package]]
 name = "foyer"
 version = "0.1.0"
-source = "git+https://github.com/mrcroxx/foyer?rev=438eec8#438eec87e90c7a80cb53a06b711c6ea1ad7a0f41"
+source = "git+https://github.com/mrcroxx/foyer?rev=3490e3c#3490e3c1b692ac41f57365b70b06b470b2661cc9"
 dependencies = [
  "foyer-common",
  "foyer-intrusive",
@@ -3024,7 +3024,7 @@ dependencies = [
 [[package]]
 name = "foyer-common"
 version = "0.1.0"
-source = "git+https://github.com/mrcroxx/foyer?rev=438eec8#438eec87e90c7a80cb53a06b711c6ea1ad7a0f41"
+source = "git+https://github.com/mrcroxx/foyer?rev=3490e3c#3490e3c1b692ac41f57365b70b06b470b2661cc9"
 dependencies = [
  "bytes",
  "foyer-workspace-hack",
@@ -3038,13 +3038,13 @@ dependencies = [
 [[package]]
 name = "foyer-intrusive"
 version = "0.1.0"
-source = "git+https://github.com/mrcroxx/foyer?rev=438eec8#438eec87e90c7a80cb53a06b711c6ea1ad7a0f41"
+source = "git+https://github.com/mrcroxx/foyer?rev=3490e3c#3490e3c1b692ac41f57365b70b06b470b2661cc9"
 dependencies = [
  "bytes",
  "cmsketch",
  "foyer-common",
  "foyer-workspace-hack",
- "itertools 0.10.5",
+ "itertools 0.11.0",
  "memoffset",
  "parking_lot 0.12.1",
  "paste",
@@ -3055,7 +3055,7 @@ dependencies = [
 [[package]]
 name = "foyer-storage"
 version = "0.1.0"
-source = "git+https://github.com/mrcroxx/foyer?rev=438eec8#438eec87e90c7a80cb53a06b711c6ea1ad7a0f41"
+source = "git+https://github.com/mrcroxx/foyer?rev=3490e3c#3490e3c1b692ac41f57365b70b06b470b2661cc9"
 dependencies = [
  "anyhow",
  "async-channel",
@@ -3084,7 +3084,7 @@ dependencies = [
 [[package]]
 name = "foyer-workspace-hack"
 version = "0.1.0"
-source = "git+https://github.com/mrcroxx/foyer?rev=438eec8#438eec87e90c7a80cb53a06b711c6ea1ad7a0f41"
+source = "git+https://github.com/mrcroxx/foyer?rev=3490e3c#3490e3c1b692ac41f57365b70b06b470b2661cc9"
 dependencies = [
  "crossbeam-utils",
  "either",
@@ -3093,7 +3093,7 @@ dependencies = [
  "futures-sink",
  "futures-util",
  "hyper",
- "itertools 0.10.5",
+ "itertools 0.11.0",
  "libc",
  "memchr",
  "parking_lot 0.12.1",
diff --git a/src/storage/Cargo.toml b/src/storage/Cargo.toml
index 9e0fac5826d6a..8f0569fdc6a7d 100644
--- a/src/storage/Cargo.toml
+++ b/src/storage/Cargo.toml
@@ -26,7 +26,7 @@ dyn-clone = "1.0.14"
 either = "1"
 enum-as-inner = "0.6"
 fail = "0.5"
-foyer = { git = "https://github.com/mrcroxx/foyer", rev = "438eec8" }
+foyer = { git = "https://github.com/mrcroxx/foyer", rev = "3490e3c" }
 futures = { version = "0.3", default-features = false, features = ["alloc"] }
 futures-async-stream = { workspace = true }
 hex = "0.4"
diff --git a/src/storage/src/hummock/file_cache/store.rs b/src/storage/src/hummock/file_cache/store.rs
index 9de54552ae077..2bdfbbeb42fb1 100644
--- a/src/storage/src/hummock/file_cache/store.rs
+++ b/src/storage/src/hummock/file_cache/store.rs
@@ -18,7 +18,7 @@ use std::path::PathBuf;
 use std::sync::Arc;
 use std::time::Duration;
 
-use bytes::{Buf, BufMut, Bytes};
+use bytes::{Buf, BufMut};
 use foyer::common::code::{Key, Value};
 use foyer::intrusive::eviction::lfu::LfuConfig;
 use foyer::storage::admission::rated_ticket::RatedTicketAdmissionPolicy;
@@ -338,12 +338,12 @@ impl Key for SstableBlockIndex {
         8 + 8 // sst_id (8B) + block_idx (8B)
     }
 
-    fn write(&self, mut buf: &mut [u8]) {
+    fn write(&self, mut buf: impl BufMut) {
         buf.put_u64(self.sst_id);
         buf.put_u64(self.block_idx);
     }
 
-    fn read(mut buf: &[u8]) -> Self {
+    fn read(mut buf: impl Buf) -> Self {
         let sst_id = buf.get_u64();
         let block_idx = buf.get_u64();
         Self { sst_id, block_idx }
@@ -355,12 +355,12 @@ impl Value for Box<Block> {
         self.raw_data().len()
     }
 
-    fn write(&self, mut buf: &mut [u8]) {
+    fn write(&self, mut buf: impl BufMut) {
         buf.put_slice(self.raw_data())
     }
 
-    fn read(buf: &[u8]) -> Self {
-        let data = Bytes::copy_from_slice(buf);
+    fn read(mut buf: impl Buf) -> Self {
+        let data = buf.copy_to_bytes(buf.remaining());
         let block = Block::decode_from_raw(data);
         Box::new(block)
     }
@@ -371,17 +371,19 @@ impl Value for Box<Sstable> {
         8 + self.meta.encoded_size() // id (8B) + meta size
     }
 
-    fn write(&self, mut buf: &mut [u8]) {
-        buf.put_u64(self.id);
+    fn write(&self, mut buf: impl BufMut) {
         // TODO(MrCroxx): avoid buffer copy
+        buf.put_u64(self.id);
         let mut buffer = vec![];
         self.meta.encode_to(&mut buffer);
         buf.put_slice(&buffer[..])
     }
 
-    fn read(mut buf: &[u8]) -> Self {
+    fn read(mut buf: impl Buf) -> Self {
+        // TODO(MrCroxx): avoid buffer copy
         let id = buf.get_u64();
-        let meta = SstableMeta::decode(buf).unwrap();
+        let buf = buf.copy_to_bytes(buf.remaining());
+        let meta = SstableMeta::decode(&buf).unwrap();
         Box::new(Sstable::new(id, meta))
     }
 }