diff --git a/Cargo.lock b/Cargo.lock
index 6450b7f84..a5205e8ae 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -3242,6 +3242,7 @@ dependencies = [
  "bumpalo",
  "bumparaw-collections",
  "byte-unit",
+ "bytes",
  "convert_case 0.8.0",
  "crossbeam-channel",
  "csv",
diff --git a/crates/index-scheduler/Cargo.toml b/crates/index-scheduler/Cargo.toml
index 9d01df3e5..cdfdbbb8d 100644
--- a/crates/index-scheduler/Cargo.toml
+++ b/crates/index-scheduler/Cargo.toml
@@ -14,6 +14,7 @@ license.workspace = true
 anyhow = "1.0.98"
 bincode = "1.3.3"
 byte-unit = "5.1.6"
+bytes = "1.10.1"
 bumpalo = "3.18.1"
 bumparaw-collections = "0.1.4"
 convert_case = "0.8.0"
diff --git a/crates/index-scheduler/src/scheduler/process_snapshot_creation.rs b/crates/index-scheduler/src/scheduler/process_snapshot_creation.rs
index f3d8f43e3..d0b5b1623 100644
--- a/crates/index-scheduler/src/scheduler/process_snapshot_creation.rs
+++ b/crates/index-scheduler/src/scheduler/process_snapshot_creation.rs
@@ -272,6 +272,12 @@ impl IndexScheduler {
         mut tasks: Vec<Task>,
     ) -> Result<Vec<Task>> {
         const ONE_HOUR: Duration = Duration::from_secs(3600);
+        // default part size is 250MiB
+        const MIN_PART_SIZE: usize = 250 * 1024 * 1024;
+        // 10MiB
+        const TEN_MIB: usize = 10 * 1024 * 1024;
+        // The maximum number of parts that can be uploaded to a single multipart upload.
+        const MAX_NUMBER_PARTS: usize = 10_000;
 
         let client = Client::new();
         // TODO Remove this unwrap
@@ -302,6 +308,7 @@ impl IndexScheduler {
                 .try_clone_inner_file()
                 .map_err(|e| Error::from_milli(e, Some(name.to_string())))?;
             let mmap = unsafe { memmap2::Mmap::map(&file)? };
+            let mmap = bytes::Bytes::from_owner(mmap);
 
             let object = uuid.to_string();
             let action = bucket.create_multipart_upload(Some(&credential), &object);
@@ -312,15 +319,11 @@ impl IndexScheduler {
             let multipart = CreateMultipartUpload::parse_response(&body).unwrap();
             let mut etags = Vec::<String>::new();
 
-            // chunks of 250MiB
-            let (chunks, remaining_chunk) = mmap.as_chunks::<{ 250 * 1024 * 1024 }>();
+            let part_size = mmap.len() / MAX_NUMBER_PARTS;
+            let part_size = if part_size < TEN_MIB { MIN_PART_SIZE } else { part_size };
 
-            for (i, chunk) in chunks
-                .iter()
-                .map(|chunk| chunk.as_slice())
-                .chain(std::iter::once(remaining_chunk))
-                .enumerate()
-            {
+            let number_of_parts = mmap.len().div_ceil(part_size);
+            for i in 0..number_of_parts {
                 let part_number = u16::try_from(i).unwrap().checked_add(1).unwrap();
                 let part_upload = bucket.upload_part(
                     Some(&credential),
@@ -330,40 +333,40 @@ impl IndexScheduler {
                 );
                 let url = part_upload.sign(ONE_HOUR);
 
-                let resp = client
-                    .put(url)
-                    // TODO Change this for Bytes::from_owned + Bytes::slice
-                    .body(chunk.to_vec())
-                    .send()
-                    .await
-                    .unwrap()
-                    .error_for_status()
-                    .unwrap();
+                // Make sure we do not read out of bound
+                let body = if mmap.len() < part_size * (i + 1) {
+                    mmap.slice(part_size * i..)
+                } else {
+                    mmap.slice(part_size * i..part_size * (i + 1))
+                };
+
+                let resp =
+                    client.put(url).body(body).send().await.unwrap().error_for_status().unwrap();
                 let etag =
                     resp.headers().get(ETAG).expect("every UploadPart request returns an Etag");
                 // TODO use bumpalo to reduce the number of allocations
                 etags.push(etag.to_str().unwrap().to_owned());
-
-                let action = bucket.complete_multipart_upload(
-                    Some(&credential),
-                    &object,
-                    multipart.upload_id(),
-                    etags.iter().map(AsRef::as_ref),
-                );
-                let url = action.sign(ONE_HOUR);
-
-                let resp = client
-                    .post(url)
-                    .body(action.body())
-                    .send()
-                    .await
-                    .unwrap()
-                    .error_for_status()
-                    .unwrap();
-                let body = resp.text().await.unwrap();
-                // TODO remove this
-                println!("it worked! {body}");
             }
+
+            let action = bucket.complete_multipart_upload(
+                Some(&credential),
+                &object,
+                multipart.upload_id(),
+                etags.iter().map(AsRef::as_ref),
+            );
+            let url = action.sign(ONE_HOUR);
+            let resp = client
+                .post(url)
+                .body(action.body())
+                .send()
+                .await
+                .unwrap()
+                .error_for_status()
+                .unwrap();
+
+            let body = resp.text().await.unwrap();
+            // TODO remove this
+            println!("it worked! {body}");
         }
 
         for task in &mut tasks {