vertexclique commented on a change in pull request #8664:
URL: https://github.com/apache/arrow/pull/8664#discussion_r530327927



##########
File path: rust/arrow/src/compute/kernels/aggregate.rs
##########
@@ -141,32 +146,41 @@ where
 
     match array.data().null_buffer() {
         None => {
-            let sum = data.iter().fold(T::default_value(), |accumulator, 
value| {
-                accumulator + *value
-            });
+            let total = data
+                .par_iter()

Review comment:
       This is what MLK suggests, Array level non-primitive parallelism has 
shared pointer overhead, that's the reason. I had so much bad time before with 
arc overhead in my projects.




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