diff --git a/src/Apache.Arrow/Ipc/ArrowFileWriter.cs b/src/Apache.Arrow/Ipc/ArrowFileWriter.cs
index a643012..113833d 100644
--- a/src/Apache.Arrow/Ipc/ArrowFileWriter.cs
+++ b/src/Apache.Arrow/Ipc/ArrowFileWriter.cs
@@ -14,6 +14,7 @@
 // limitations under the License.
 
 using System;
+using System.Buffers;
 using System.Buffers.Binary;
 using System.Collections.Generic;
 using System.Diagnostics;
@@ -221,7 +222,7 @@
 
             // Write footer length
 
-            using (Buffers.RentReturn(4, out Memory<byte> buffer))
+            using (ArrayPool<byte>.Shared.RentReturn(4, out Memory<byte> buffer))
             {
                 int footerLength;
                 checked
@@ -292,7 +293,7 @@
 
             cancellationToken.ThrowIfCancellationRequested();
 
-            using (Buffers.RentReturn(4, out Memory<byte> buffer))
+            using (ArrayPool<byte>.Shared.RentReturn(4, out Memory<byte> buffer))
             {
                 int footerLength;
                 checked
diff --git a/src/Apache.Arrow/Ipc/ArrowStreamWriter.cs b/src/Apache.Arrow/Ipc/ArrowStreamWriter.cs
index 5f180c4..6c58c15 100644
--- a/src/Apache.Arrow/Ipc/ArrowStreamWriter.cs
+++ b/src/Apache.Arrow/Ipc/ArrowStreamWriter.cs
@@ -611,8 +611,6 @@
 
         protected Stream BaseStream { get; }
 
-        protected ArrayPool<byte> Buffers { get; }
-
         private protected FlatBufferBuilder Builder { get; }
 
         protected bool HasWrittenSchema { get; set; }
@@ -663,7 +661,6 @@
             _leaveOpen = leaveOpen;
             _allocator = allocator ?? MemoryAllocator.Default.Value;
 
-            Buffers = ArrayPool<byte>.Create();
             Builder = new FlatBufferBuilder(1024);
             HasWrittenSchema = false;
 
@@ -1277,7 +1274,7 @@
 
         private void WriteIpcMessageLength(int length)
         {
-            using (Buffers.RentReturn(_options.SizeOfIpcLength, out Memory<byte> buffer))
+            using (ArrayPool<byte>.Shared.RentReturn(_options.SizeOfIpcLength, out Memory<byte> buffer))
             {
                 Memory<byte> currentBufferPosition = buffer;
                 if (!_options.WriteLegacyIpcFormat)
@@ -1294,7 +1291,7 @@
 
         private async ValueTask WriteIpcMessageLengthAsync(int length, CancellationToken cancellationToken)
         {
-            using (Buffers.RentReturn(_options.SizeOfIpcLength, out Memory<byte> buffer))
+            using (ArrayPool<byte>.Shared.RentReturn(_options.SizeOfIpcLength, out Memory<byte> buffer))
             {
                 Memory<byte> currentBufferPosition = buffer;
                 if (!_options.WriteLegacyIpcFormat)