diff --git a/benchmarks/Cargo.toml b/benchmarks/Cargo.toml
index 764546fb68f9..d54d15b80f53 100644
--- a/benchmarks/Cargo.toml
+++ b/benchmarks/Cargo.toml
@@ -34,7 +34,7 @@ snmalloc = ["snmalloc-rs"]
 
 [dependencies]
 arrow = "27.0.0"
-datafusion = { path = "../datafusion/core", version = "14.0.0" }
+datafusion = { path = "../datafusion/core", version = "14.0.0", features = ["scheduler"] }
 env_logger = "0.10"
 futures = "0.3"
 mimalloc = { version = "0.1", optional = true, default-features = false }
diff --git a/benchmarks/src/bin/tpch.rs b/benchmarks/src/bin/tpch.rs
index 7be0afcfe5e9..57c9c578096f 100644
--- a/benchmarks/src/bin/tpch.rs
+++ b/benchmarks/src/bin/tpch.rs
@@ -49,6 +49,8 @@ use datafusion::datasource::file_format::csv::DEFAULT_CSV_EXTENSION;
 use datafusion::datasource::file_format::parquet::DEFAULT_PARQUET_EXTENSION;
 use datafusion::datasource::listing::ListingTableUrl;
 use datafusion::execution::context::SessionState;
+use datafusion::scheduler::Scheduler;
+use futures::TryStreamExt;
 use serde::Serialize;
 use structopt::StructOpt;
 
@@ -101,6 +103,10 @@ struct DataFusionBenchmarkOpt {
     /// Whether to disable collection of statistics (and cost based optimizations) or not.
     #[structopt(short = "S", long = "disable-statistics")]
     disable_statistics: bool,
+
+    /// Enable scheduler
+    #[structopt(short = "e", long = "enable-scheduler")]
+    enable_scheduler: bool,
 }
 
 #[derive(Debug, StructOpt)]
@@ -235,14 +241,16 @@ async fn benchmark_query(
         if query_id == 15 {
             for (n, query) in sql.iter().enumerate() {
                 if n == 1 {
-                    result = execute_query(&ctx, query, opt.debug).await?;
+                    result = execute_query(&ctx, query, opt.debug, opt.enable_scheduler)
+                        .await?;
                 } else {
-                    execute_query(&ctx, query, opt.debug).await?;
+                    execute_query(&ctx, query, opt.debug, opt.enable_scheduler).await?;
                 }
             }
         } else {
             for query in sql {
-                result = execute_query(&ctx, query, opt.debug).await?;
+                result =
+                    execute_query(&ctx, query, opt.debug, opt.enable_scheduler).await?;
             }
         }
 
@@ -317,6 +325,7 @@ async fn execute_query(
     ctx: &SessionContext,
     sql: &str,
     debug: bool,
+    enable_scheduler: bool,
 ) -> Result<Vec<RecordBatch>> {
     let plan = ctx.sql(sql).await?;
     let plan = plan.to_unoptimized_plan();
@@ -337,7 +346,13 @@ async fn execute_query(
         );
     }
     let task_ctx = ctx.task_ctx();
-    let result = collect(physical_plan.clone(), task_ctx).await?;
+    let result = if enable_scheduler {
+        let scheduler = Scheduler::new(num_cpus::get());
+        let results = scheduler.schedule(physical_plan.clone(), task_ctx).unwrap();
+        results.stream().try_collect().await?
+    } else {
+        collect(physical_plan.clone(), task_ctx).await?
+    };
     if debug {
         println!(
             "=== Physical plan with metrics ===\n{}\n",
@@ -813,7 +828,7 @@ mod tests {
 
         let sql = &get_query_sql(n)?;
         for query in sql {
-            execute_query(&ctx, query, false).await?;
+            execute_query(&ctx, query, false, false).await?;
         }
 
         Ok(())
@@ -841,6 +856,7 @@ mod ci {
             mem_table: false,
             output_path: None,
             disable_statistics: false,
+            enable_scheduler: false,
         };
         register_tables(&opt, &ctx).await?;
         let queries = get_query_sql(query)?;
@@ -1153,6 +1169,7 @@ mod ci {
             mem_table: false,
             output_path: None,
             disable_statistics: false,
+            enable_scheduler: false,
         };
         let mut results = benchmark_datafusion(opt).await?;
         assert_eq!(results.len(), 1);