diff --git a/src/common/base/src/runtime/profile/profiles.rs b/src/common/base/src/runtime/profile/profiles.rs
index ed2a1e4e8828f..4a5f1cfaf50f2 100644
--- a/src/common/base/src/runtime/profile/profiles.rs
+++ b/src/common/base/src/runtime/profile/profiles.rs
@@ -65,6 +65,7 @@ pub enum ProfileStatisticsName {
     MemoryUsage,
     ExternalServerRetryCount,
     ExternalServerRequestCount,
+    ScheduleTime,
 }
 
 #[derive(Clone, Hash, Eq, PartialEq, serde::Serialize, serde::Deserialize, Debug)]
@@ -368,6 +369,13 @@ pub fn get_statistics_desc() -> Arc<BTreeMap<ProfileStatisticsName, ProfileDesc>
                 unit: StatisticsUnit::Count,
                 plain_statistics: true,
             }),
+            (ProfileStatisticsName::ScheduleTime, ProfileDesc {
+                display_name: "schedule time",
+                desc: "The time spent to wait in nanoseconds, usually used to measure the time spent on waiting for Executor",
+                index: ProfileStatisticsName::ScheduleTime as usize,
+                unit: StatisticsUnit::NanoSeconds,
+                plain_statistics: false,
+            }),
         ]))
     }).clone()
 }
diff --git a/src/query/pipeline/src/core/profile.rs b/src/query/pipeline/src/core/profile.rs
index 850e5ce59a706..14967ee3651b6 100644
--- a/src/query/pipeline/src/core/profile.rs
+++ b/src/query/pipeline/src/core/profile.rs
@@ -18,6 +18,7 @@ use std::collections::btree_map::Entry;
 use std::sync::Arc;
 use std::sync::atomic::Ordering;
 
+use databend_common_base::hints::assume;
 use databend_common_base::runtime::error_info::NodeErrorType;
 use databend_common_base::runtime::metrics::MetricSample;
 use databend_common_base::runtime::metrics::ScopedRegistry;
@@ -76,7 +77,7 @@ pub struct PlanProfile {
     pub title: Arc<String>,
     pub labels: Arc<Vec<ProfileLabel>>,
 
-    pub statistics: [usize; std::mem::variant_count::<ProfileStatisticsName>()],
+    pub statistics: Vec<usize>,
     #[serde(skip_serializing_if = "std::collections::BTreeMap::is_empty")]
     #[serde(default)]
     pub metrics: BTreeMap<String, Vec<MetricSample>>,
@@ -114,12 +115,13 @@ impl PlanProfile {
             title: profile.title.clone(),
             labels: profile.labels.clone(),
             metrics: BTreeMap::new(),
-            statistics: std::array::from_fn(|_| 0),
+            statistics: vec![0; std::mem::variant_count::<ProfileStatisticsName>()],
             errors: Self::get_profile_error(profile),
         }
     }
 
     pub fn accumulate(&mut self, profile: &Profile) {
+        assume(self.statistics.len() == std::mem::variant_count::<ProfileStatisticsName>());
         for index in 0..std::mem::variant_count::<ProfileStatisticsName>() {
             self.statistics[index] += profile.statistics[index].load(Ordering::SeqCst);
         }
@@ -132,6 +134,8 @@ impl PlanProfile {
             self.parent_id = profile.parent_id;
         }
 
+        assume(self.statistics.len() == std::mem::variant_count::<ProfileStatisticsName>());
+        assume(profile.statistics.len() == std::mem::variant_count::<ProfileStatisticsName>());
         for index in 0..std::mem::variant_count::<ProfileStatisticsName>() {
             self.statistics[index] += profile.statistics[index];
         }
diff --git a/src/query/service/src/physical_plans/format/common.rs b/src/query/service/src/physical_plans/format/common.rs
index 22e353080d9fb..50ba2f04879aa 100644
--- a/src/query/service/src/physical_plans/format/common.rs
+++ b/src/query/service/src/physical_plans/format/common.rs
@@ -16,6 +16,8 @@ use std::collections::HashMap;
 
 use databend_common_ast::ast::FormatTreeNode;
 use databend_common_base::base::format_byte_size;
+use databend_common_base::hints::assume;
+use databend_common_base::runtime::profile::ProfileStatisticsName;
 use databend_common_base::runtime::profile::get_statistics_desc;
 use databend_common_catalog::plan::PartStatistics;
 use databend_common_catalog::runtime_filter_info::RuntimeFilterReport;
@@ -212,6 +214,7 @@ pub fn append_output_rows_info(
     plan_id: u32,
 ) {
     if let Some(prof) = profs.get(&plan_id) {
+        assume(prof.statistics.len() == std::mem::variant_count::<ProfileStatisticsName>());
         for (_, desc) in get_statistics_desc().iter() {
             if desc.display_name != "output rows" {
                 continue;
diff --git a/src/query/service/src/physical_plans/format/physical_format.rs b/src/query/service/src/physical_plans/format/physical_format.rs
index 0d96916898113..2e90cb905d9cd 100644
--- a/src/query/service/src/physical_plans/format/physical_format.rs
+++ b/src/query/service/src/physical_plans/format/physical_format.rs
@@ -13,6 +13,8 @@
 // limitations under the License.
 
 use databend_common_ast::ast::FormatTreeNode;
+use databend_common_base::hints::assume;
+use databend_common_base::runtime::profile::ProfileStatisticsName;
 use databend_common_base::runtime::profile::get_statistics_desc;
 use databend_common_exception::Result;
 
@@ -27,6 +29,7 @@ pub trait PhysicalFormat {
         // explain analyze
         if let Some(prof) = ctx.profs.get(&self.get_meta().plan_id) {
             let mut children = Vec::with_capacity(format_node.children.len() + 10);
+            assume(prof.statistics.len() == std::mem::variant_count::<ProfileStatisticsName>());
             for (_, desc) in get_statistics_desc().iter() {
                 if prof.statistics[desc.index] != 0 {
                     children.push(FormatTreeNode::new(format!(
diff --git a/src/query/service/src/physical_plans/physical_hash_join.rs b/src/query/service/src/physical_plans/physical_hash_join.rs
index 9a2e5802f105f..4525eef3ca374 100644
--- a/src/query/service/src/physical_plans/physical_hash_join.rs
+++ b/src/query/service/src/physical_plans/physical_hash_join.rs
@@ -452,6 +452,7 @@ impl HashJoin {
             let joined_output = OutputPort::create();
 
             let hash_join = TransformHashJoin::create(
+                self.get_id(),
                 build_input.clone(),
                 probe_input.clone(),
                 joined_output.clone(),
diff --git a/src/query/service/src/pipelines/executor/executor_graph.rs b/src/query/service/src/pipelines/executor/executor_graph.rs
index 43d4659187955..15d8f6f4bb569 100644
--- a/src/query/service/src/pipelines/executor/executor_graph.rs
+++ b/src/query/service/src/pipelines/executor/executor_graph.rs
@@ -26,6 +26,7 @@ use std::sync::atomic::Ordering;
 use std::time::SystemTime;
 
 use databend_common_base::base::WatchNotify;
+use databend_common_base::hints::assume;
 use databend_common_base::runtime::ExecutorStats;
 use databend_common_base::runtime::ExecutorStatsSnapshot;
 use databend_common_base::runtime::QueryTimeSeriesProfileBuilder;
@@ -761,6 +762,10 @@ impl RunningGraph {
                 match plans_profile.entry(*plan_id) {
                     Entry::Occupied(mut v) => {
                         let plan_profile = v.get_mut();
+                        assume(
+                            plan_profile.statistics.len()
+                                == std::mem::variant_count::<ProfileStatisticsName>(),
+                        );
                         for index in 0..std::mem::variant_count::<ProfileStatisticsName>() {
                             plan_profile.statistics[index] +=
                                 profile.statistics[index].fetch_min(0, Ordering::SeqCst);
@@ -769,6 +774,10 @@ impl RunningGraph {
                     Entry::Vacant(v) => {
                         let plan_profile = v.insert(PlanProfile::create(profile));
 
+                        assume(
+                            plan_profile.statistics.len()
+                                == std::mem::variant_count::<ProfileStatisticsName>(),
+                        );
                         for index in 0..std::mem::variant_count::<ProfileStatisticsName>() {
                             plan_profile.statistics[index] +=
                                 profile.statistics[index].fetch_min(0, Ordering::SeqCst);
diff --git a/src/query/service/src/pipelines/executor/executor_worker_context.rs b/src/query/service/src/pipelines/executor/executor_worker_context.rs
index 17b6dd343d6e9..7677cd4031c93 100644
--- a/src/query/service/src/pipelines/executor/executor_worker_context.rs
+++ b/src/query/service/src/pipelines/executor/executor_worker_context.rs
@@ -60,6 +60,7 @@ pub struct CompletedAsyncTask {
     pub id: NodeIndex,
     pub worker_id: usize,
     pub res: Result<()>,
+    pub instant: Instant,
     pub graph: Arc<RunningGraph>,
 }
 
@@ -75,6 +76,7 @@ impl CompletedAsyncTask {
             worker_id,
             res,
             graph,
+            instant: Instant::now(),
         }
     }
 }
@@ -152,7 +154,18 @@ impl ExecutorWorkerContext {
                     }
                 }
                 ExecutorTask::AsyncCompleted(task) => match task.res {
-                    Ok(_) => Ok(Some((task.id, task.graph))),
+                    Ok(_) => {
+                        let payload = task.graph.get_node_tracking_payload(task.id);
+                        let _guard = ThreadTracker::tracking(payload.clone());
+                        let nanos = task.instant.elapsed().as_nanos();
+                        assume(nanos < 18446744073709551615_u128);
+                        Profile::record_usize_profile(
+                            ProfileStatisticsName::ScheduleTime,
+                            nanos as usize,
+                        );
+
+                        Ok(Some((task.id, task.graph)))
+                    }
                     Err(cause) => Err(Box::new(NodeErrorType::AsyncProcessError(cause))),
                 },
             }
diff --git a/src/query/service/src/pipelines/executor/processor_async_task.rs b/src/query/service/src/pipelines/executor/processor_async_task.rs
index d040a62e58044..692f666c75d1e 100644
--- a/src/query/service/src/pipelines/executor/processor_async_task.rs
+++ b/src/query/service/src/pipelines/executor/processor_async_task.rs
@@ -90,6 +90,7 @@ pub struct ProcessorAsyncTask {
     workers_condvar: Arc<WorkersCondvar>,
     instant: Instant,
     last_nanos: usize,
+    first_poll: bool,
     graph: Arc<RunningGraph>,
     inner: BoxFuture<'static, Result<()>>,
 }
@@ -157,6 +158,7 @@ impl ProcessorAsyncTask {
             instant,
             graph,
             inner: inner.boxed(),
+            first_poll: true,
         }
     }
 }
@@ -171,11 +173,17 @@ impl Future for ProcessorAsyncTask {
 
         let last_nanos = self.last_nanos;
         let last_instant = self.instant;
+        let is_first_poll = std::mem::take(&mut self.first_poll);
         let inner = self.inner.as_mut();
 
         let before_poll_nanos = elapsed_nanos(last_instant);
         let wait_nanos = before_poll_nanos - last_nanos;
-        Profile::record_usize_profile(ProfileStatisticsName::WaitTime, wait_nanos);
+
+        if is_first_poll {
+            Profile::record_usize_profile(ProfileStatisticsName::ScheduleTime, wait_nanos);
+        } else {
+            Profile::record_usize_profile(ProfileStatisticsName::WaitTime, wait_nanos);
+        }
 
         let poll_res = catch_unwind(move || inner.poll(cx));
 
diff --git a/src/query/service/src/pipelines/processors/transforms/new_hash_join/transform_hash_join.rs b/src/query/service/src/pipelines/processors/transforms/new_hash_join/transform_hash_join.rs
index 76df5ca47280f..c1a23b265224b 100644
--- a/src/query/service/src/pipelines/processors/transforms/new_hash_join/transform_hash_join.rs
+++ b/src/query/service/src/pipelines/processors/transforms/new_hash_join/transform_hash_join.rs
@@ -16,6 +16,7 @@ use std::any::Any;
 use std::fmt::Debug;
 use std::fmt::Formatter;
 use std::sync::Arc;
+use std::time::Duration;
 use std::time::Instant;
 
 use databend_common_exception::Result;
@@ -45,11 +46,13 @@ pub struct TransformHashJoin {
     projection: ColumnSet,
     rf_desc: Arc<RuntimeFiltersDesc>,
     runtime_filter_builder: Option<RuntimeFilterLocalBuilder>,
+    plan_id: u32,
     instant: Instant,
 }
 
 impl TransformHashJoin {
     pub fn create(
+        plan_id: u32,
         build_port: Arc<InputPort>,
         probe_port: Arc<InputPort>,
         joined_port: Arc<OutputPort>,
@@ -72,6 +75,7 @@ impl TransformHashJoin {
             joined_port,
             join,
             rf_desc,
+            plan_id,
             projection,
             stage_sync_barrier,
             joined_data: None,
@@ -158,6 +162,7 @@ impl Processor for TransformHashJoin {
                 Ok(())
             }
             Stage::Probe(state) => {
+                let instant = Instant::now();
                 if let Some(probe_data) = state.input_data.take() {
                     let stream = self.join.probe_block(probe_data)?;
                     // This is safe because both join and stream are properties of the struct.
@@ -171,6 +176,8 @@ impl Processor for TransformHashJoin {
                     }
                 }
 
+                state.cpu_time += instant.elapsed().as_nanos() as u64;
+
                 Ok(())
             }
             Stage::ProbeFinal(state) => {
@@ -222,7 +229,8 @@ impl Processor for TransformHashJoin {
                 let wait_rf_elapsed = self.instant.elapsed() - before_wait;
 
                 log::info!(
-                    "HashJoin build stage, sync work elapsed: {:?}, build rf elapsed: {:?}, wait other node rf elapsed: {:?}",
+                    "HashJoin({}) build stage, sync work elapsed: {:?}, build rf elapsed: {:?}, wait other node rf elapsed: {:?}",
+                    self.plan_id,
                     elapsed,
                     rf_build_elapsed,
                     wait_rf_elapsed
@@ -234,7 +242,8 @@ impl Processor for TransformHashJoin {
             Stage::BuildFinal(_) => {
                 let wait_elapsed = self.instant.elapsed() - elapsed;
                 log::info!(
-                    "HashJoin build final stage, sync work elapsed: {:?}, wait elapsed: {:?}",
+                    "HashJoin({}) build final stage, sync work elapsed: {:?}, wait elapsed: {:?}",
+                    self.plan_id,
                     elapsed,
                     wait_elapsed
                 );
@@ -242,12 +251,15 @@ impl Processor for TransformHashJoin {
                 self.instant = Instant::now();
                 Stage::Probe(ProbeState::new())
             }
-            Stage::Probe(_) => {
+            Stage::Probe(state) => {
                 let wait_elapsed = self.instant.elapsed() - elapsed;
                 log::info!(
-                    "HashJoin probe stage, sync work elapsed: {:?}, wait elapsed: {:?}",
+                    "HashJoin({}) probe stage, sync work elapsed: {:?}, wait elapsed: {:?}, cpu time: {:?}, probe rows: {}",
+                    self.plan_id,
                     elapsed,
-                    wait_elapsed
+                    wait_elapsed,
+                    Duration::from_nanos(state.cpu_time),
+                    state.probe_rows
                 );
 
                 self.instant = Instant::now();
@@ -257,7 +269,8 @@ impl Processor for TransformHashJoin {
                 true => {
                     let wait_elapsed = self.instant.elapsed() - elapsed;
                     log::info!(
-                        "HashJoin probe final stage, sync work elapsed: {:?}, wait elapsed: {:?}",
+                        "HashJoin({}) probe final stage, sync work elapsed: {:?}, wait elapsed: {:?}",
+                        self.plan_id,
                         elapsed,
                         wait_elapsed
                     );
@@ -268,7 +281,8 @@ impl Processor for TransformHashJoin {
                 false => {
                     let wait_elapsed = self.instant.elapsed() - elapsed;
                     log::info!(
-                        "HashJoin probe final stage, sync work elapsed: {:?}, wait elapsed: {:?}",
+                        "HashJoin({}) probe final stage, sync work elapsed: {:?}, wait elapsed: {:?}",
+                        self.plan_id,
                         elapsed,
                         wait_elapsed
                     );
@@ -345,8 +359,10 @@ impl BuildFinalState {
 }
 
 struct ProbeState {
+    probe_rows: usize,
     input_data: Option<DataBlock>,
     stream: Option<Box<dyn JoinStream>>,
+    cpu_time: u64,
 }
 
 impl Debug for ProbeState {
@@ -358,8 +374,10 @@ impl Debug for ProbeState {
 impl ProbeState {
     pub fn new() -> ProbeState {
         ProbeState {
+            probe_rows: 0,
             input_data: None,
             stream: None,
+            cpu_time: 0,
         }
     }
 
@@ -369,7 +387,9 @@ impl ProbeState {
         }
 
         if input.has_data() {
-            self.input_data = Some(input.pull_data().unwrap()?);
+            let data_block = input.pull_data().unwrap()?;
+            self.probe_rows += data_block.num_rows();
+            self.input_data = Some(data_block);
             return Ok(Event::Sync);
         }
 
diff --git a/src/query/storages/fuse/src/operations/read/runtime_filter_wait.rs b/src/query/storages/fuse/src/operations/read/runtime_filter_wait.rs
index 40d4bfeb464c1..fb388b6919ec2 100644
--- a/src/query/storages/fuse/src/operations/read/runtime_filter_wait.rs
+++ b/src/query/storages/fuse/src/operations/read/runtime_filter_wait.rs
@@ -15,6 +15,7 @@
 use std::any::Any;
 use std::sync::Arc;
 use std::time::Duration;
+use std::time::Instant;
 
 use databend_common_base::base::tokio::time::timeout;
 use databend_common_catalog::runtime_filter_info::RuntimeFilterReady;
@@ -96,6 +97,7 @@ impl Processor for TransformRuntimeFilterWait {
 
     #[async_backtrace::framed]
     async fn async_process(&mut self) -> Result<()> {
+        let instant = Instant::now();
         if self.runtime_filter_ready.is_empty() {
             self.runtime_filter_ready = self.ctx.get_runtime_filter_ready(self.scan_id);
         }
@@ -135,6 +137,13 @@ impl Processor for TransformRuntimeFilterWait {
 
         self.runtime_filter_ready.clear();
         self.wait_finished = true;
+
+        log::info!(
+            "RUNTIME-FILTER: scan_id={} ready_count={} elapsed={:?}",
+            self.scan_id,
+            self.runtime_filter_ready.len(),
+            instant.elapsed()
+        );
         Ok(())
     }
 }