diff --git a/editoast/src/redis_utils.rs b/editoast/src/redis_utils.rs
index 665625acccf..ffab5522d5e 100644
--- a/editoast/src/redis_utils.rs
+++ b/editoast/src/redis_utils.rs
@@ -77,6 +77,27 @@ impl RedisConnection {
         }
     }
 
+    /// Get a list of deserializable value from redis
+    #[tracing::instrument(name = "cache:get_bulk", skip(self), err)]
+    pub async fn json_get_bulk<T: DeserializeOwned, K: Debug + ToRedisArgs + Send + Sync>(
+        &mut self,
+        keys: K,
+    ) -> Result<Vec<Option<T>>> {
+        let values: Vec<Option<String>> = self.mget(keys).await?;
+        values
+            .into_iter()
+            .map(|value| match value {
+                Some(v) => match serde_json::from_str::<T>(&v) {
+                    Ok(value) => Ok(Some(value)),
+                    Err(_) => {
+                        Err(RedisError::from((ErrorKind::TypeError, "Expected valid json")).into())
+                    }
+                },
+                None => Ok(None),
+            })
+            .collect()
+    }
+
     /// Get a deserializable value from redis with expiry time
     #[tracing::instrument(name = "cache:get_with_expiration", skip(self), err)]
     pub async fn json_get_ex<T: DeserializeOwned, K: Debug + ToRedisArgs + Send + Sync>(
diff --git a/editoast/src/views/v2/train_schedule/projection.rs b/editoast/src/views/v2/train_schedule/projection.rs
index 355faa52fda..f371951e8f1 100644
--- a/editoast/src/views/v2/train_schedule/projection.rs
+++ b/editoast/src/views/v2/train_schedule/projection.rs
@@ -194,8 +194,8 @@ async fn project_path(
     .await?;
 
     // 1. Retrieve cached projection
-    let mut hit_cache: HashMap<i64, CachedProjectPathTrainResult> = HashMap::new();
-    let mut miss_cache = HashMap::new();
+    let mut trains_hash_values = HashMap::new();
+    let mut trains_details = HashMap::new();
 
     for (train, sim) in trains.iter().zip(simulations) {
         let pathfinding_result = pathfinding_from_train(
@@ -245,15 +245,32 @@ async fn project_path(
             &path_routes,
             &path_blocks,
         );
-        let projection: Option<CachedProjectPathTrainResult> = redis_conn
-            .json_get_ex(&hash, CACHE_PROJECTION_EXPIRATION)
-            .await?;
+        trains_hash_values.insert(train.id, hash);
+        trains_details.insert(train.id, train_details);
+    }
+    let cached_projections: Vec<Option<CachedProjectPathTrainResult>> = redis_conn
+        .json_get_bulk(&trains_hash_values.values().collect::<Vec<_>>())
+        .await?;
+
+    let mut hit_cache: HashMap<i64, CachedProjectPathTrainResult> = HashMap::new();
+    let mut miss_cache = HashMap::new();
+    for ((train_id, train_details), projection) in
+        trains_details.into_iter().zip(cached_projections)
+    {
         if let Some(cached) = projection {
-            hit_cache.insert(train.id, cached);
+            hit_cache.insert(train_id, cached);
         } else {
-            miss_cache.insert(train.id, train_details);
+            miss_cache.insert(train_id, train_details.clone());
         }
     }
+
+    // Reset expire time of hit cache
+    let mut pipe = redis::pipe();
+    for id in hit_cache.keys() {
+        pipe.expire(&trains_hash_values[id], CACHE_PROJECTION_EXPIRATION as i64);
+    }
+    pipe.query_async(&mut redis_conn).await?;
+
     info!(
         nb_hit = hit_cache.len(),
         nb_miss = miss_cache.len(),
@@ -274,31 +291,25 @@ async fn project_path(
     );
     let signal_updates = signal_updates?;
 
-    // 3. Store the projection in the cache
-    for (id, train_details) in miss_cache {
-        let hash = train_projection_input_hash(
-            infra.id,
-            &infra.version,
-            &train_details,
-            &path_track_ranges,
-            &path_routes,
-            &path_blocks,
-        );
-        let cached = CachedProjectPathTrainResult {
+    // 3. Store the projection in the cache (using pipeline)
+    let mut pipe = redis::pipe();
+    for id in miss_cache.keys() {
+        let hash = &trains_hash_values[id];
+        let cached_value = CachedProjectPathTrainResult {
             space_time_curves: space_time_curves
-                .get(&id)
+                .get(id)
                 .expect("Space time curves not availabe for train")
                 .clone(),
             signal_updates: signal_updates
-                .get(&id)
+                .get(id)
                 .expect("Signal update not availabe for train")
                 .clone(),
         };
-        redis_conn
-            .json_set_ex(&hash, &cached, CACHE_PROJECTION_EXPIRATION)
-            .await?;
-        hit_cache.insert(id, cached);
+        let str_value = serde_json::to_string(&cached_value).unwrap();
+        pipe.set_ex(hash, &str_value, CACHE_PROJECTION_EXPIRATION);
+        hit_cache.insert(*id, cached_value);
     }
+    pipe.query_async(&mut redis_conn).await?;
 
     let train_map: HashMap<i64, TrainSchedule> = trains.into_iter().map(|ts| (ts.id, ts)).collect();