diff --git a/src/graph/executor/Executor.h b/src/graph/executor/Executor.h
index 73848e0eef6..236390d1b0a 100644
--- a/src/graph/executor/Executor.h
+++ b/src/graph/executor/Executor.h
@@ -195,7 +195,7 @@ auto Executor::runMultiJobs(ScatterFunc &&scatter, GatherFunc &&gather, Iterator
   }
 
   // Gather all results and do post works
-  return folly::collect(futures).via(runner()).thenValue(std::move(gather));
+  return folly::collectAll(futures).via(runner()).thenValue(std::move(gather));
 }
 }  // namespace graph
 }  // namespace nebula
diff --git a/src/graph/executor/query/AppendVerticesExecutor.cpp b/src/graph/executor/query/AppendVerticesExecutor.cpp
index f709c14bf37..a8b8ac81d43 100644
--- a/src/graph/executor/query/AppendVerticesExecutor.cpp
+++ b/src/graph/executor/query/AppendVerticesExecutor.cpp
@@ -185,11 +185,19 @@ folly::Future<Status> AppendVerticesExecutor::handleRespMultiJobs(
       return buildVerticesResult(begin, end, tmpIter);
     };
 
-    auto gather = [this](auto &&results) -> Status {
+    auto gather = [this](std::vector<folly::Try<StatusOr<DataSet>>> &&results) -> Status {
       memory::MemoryCheckGuard guard;
-      for (auto &r : results) {
-        NG_RETURN_IF_ERROR(r);
-        auto &&rows = std::move(r).value();
+      for (auto &respVal : results) {
+        if (respVal.hasException()) {
+          auto ex = respVal.exception().get_exception<std::bad_alloc>();
+          if (ex) {
+            throw std::bad_alloc();
+          } else {
+            throw std::runtime_error(respVal.exception().what().c_str());
+          }
+        }
+        auto res = std::move(respVal).value();
+        auto &&rows = std::move(res).value();
         std::move(rows.begin(), rows.end(), std::back_inserter(result_.rows));
       }
       return finish(ResultBuilder().value(Value(std::move(result_))).build());
@@ -203,20 +211,38 @@ folly::Future<Status> AppendVerticesExecutor::handleRespMultiJobs(
     };
 
     auto gather =
-        [this, inputIterNew = std::move(inputIter)](auto &&prepareResult) -> folly::Future<Status> {
+        [this, inputIterNew = std::move(inputIter)](
+            std::vector<folly::Try<folly::Unit>> &&prepareResult) -> folly::Future<Status> {
       memory::MemoryCheckGuard guard1;
-      UNUSED(prepareResult);
+      for (auto &respVal : prepareResult) {
+        if (respVal.hasException()) {
+          auto ex = respVal.exception().get_exception<std::bad_alloc>();
+          if (ex) {
+            throw std::bad_alloc();
+          } else {
+            throw std::runtime_error(respVal.exception().what().c_str());
+          }
+        }
+      }
 
       auto scatterInput =
           [this](size_t begin, size_t end, Iterator *tmpIter) mutable -> StatusOr<DataSet> {
         return handleJob(begin, end, tmpIter);
       };
 
-      auto gatherFinal = [this](auto &&results) -> Status {
+      auto gatherFinal = [this](std::vector<folly::Try<StatusOr<DataSet>>> &&results) -> Status {
         memory::MemoryCheckGuard guard2;
-        for (auto &r : results) {
-          NG_RETURN_IF_ERROR(r);
-          auto &&rows = std::move(r).value();
+        for (auto &respVal : results) {
+          if (respVal.hasException()) {
+            auto ex = respVal.exception().get_exception<std::bad_alloc>();
+            if (ex) {
+              throw std::bad_alloc();
+            } else {
+              throw std::runtime_error(respVal.exception().what().c_str());
+            }
+          }
+          auto res = std::move(respVal).value();
+          auto &&rows = std::move(res).value();
           std::move(rows.begin(), rows.end(), std::back_inserter(result_.rows));
         }
         return finish(ResultBuilder().value(Value(std::move(result_))).build());
diff --git a/src/graph/executor/query/FilterExecutor.cpp b/src/graph/executor/query/FilterExecutor.cpp
index 1b7a5f39fad..75976d9ee5a 100644
--- a/src/graph/executor/query/FilterExecutor.cpp
+++ b/src/graph/executor/query/FilterExecutor.cpp
@@ -34,15 +34,21 @@ folly::Future<Status> FilterExecutor::execute() {
       return handleJob(begin, end, tmpIter);
     };
 
-    auto gather =
-        [this, result = std::move(ds), kind = iter->kind()](auto &&results) mutable -> Status {
+    auto gather = [this, result = std::move(ds), kind = iter->kind()](
+                      std::vector<folly::Try<StatusOr<DataSet>>> &&results) mutable -> Status {
       // MemoryTrackerVerified
       memory::MemoryCheckGuard guard;
-      for (auto &r : results) {
-        if (!r.ok()) {
-          return r.status();
+      for (auto &respVal : results) {
+        if (respVal.hasException()) {
+          auto ex = respVal.exception().get_exception<std::bad_alloc>();
+          if (ex) {
+            throw std::bad_alloc();
+          } else {
+            throw std::runtime_error(respVal.exception().what().c_str());
+          }
         }
-        auto &&rows = std::move(r).value();
+        auto res = std::move(respVal).value();
+        auto &&rows = std::move(res).value();
         result.rows.insert(result.rows.end(),
                            std::make_move_iterator(rows.begin()),
                            std::make_move_iterator(rows.end()));
diff --git a/src/graph/executor/query/InnerJoinExecutor.cpp b/src/graph/executor/query/InnerJoinExecutor.cpp
index 24e8cc13e9f..50e3639b7dc 100644
--- a/src/graph/executor/query/InnerJoinExecutor.cpp
+++ b/src/graph/executor/query/InnerJoinExecutor.cpp
@@ -172,13 +172,22 @@ folly::Future<Status> InnerJoinExecutor::probe(const std::vector<Expression*>& p
     return ds;
   };
 
-  auto gather = [this](auto&& results) mutable -> Status {
+  auto gather = [this](std::vector<folly::Try<StatusOr<DataSet>>>&& results) mutable -> Status {
     memory::MemoryCheckGuard guard;
     DataSet result;
     auto* joinNode = asNode<Join>(node());
     result.colNames = joinNode->colNames();
-    for (auto& r : results) {
-      auto&& rows = std::move(r).value();
+    for (auto& respVal : results) {
+      if (respVal.hasException()) {
+        auto ex = respVal.exception().get_exception<std::bad_alloc>();
+        if (ex) {
+          throw std::bad_alloc();
+        } else {
+          throw std::runtime_error(respVal.exception().what().c_str());
+        }
+      }
+      auto res = std::move(respVal).value();
+      auto&& rows = std::move(res).value();
       result.rows.insert(result.rows.end(),
                          std::make_move_iterator(rows.begin()),
                          std::make_move_iterator(rows.end()));
@@ -204,13 +213,22 @@ folly::Future<Status> InnerJoinExecutor::singleKeyProbe(Expression* probeKey, It
     return ds;
   };
 
-  auto gather = [this](auto&& results) mutable -> Status {
+  auto gather = [this](std::vector<folly::Try<StatusOr<DataSet>>>&& results) mutable -> Status {
     memory::MemoryCheckGuard guard;
     DataSet result;
     auto* joinNode = asNode<Join>(node());
     result.colNames = joinNode->colNames();
-    for (auto& r : results) {
-      auto&& rows = std::move(r).value();
+    for (auto& respVal : results) {
+      if (respVal.hasException()) {
+        auto ex = respVal.exception().get_exception<std::bad_alloc>();
+        if (ex) {
+          throw std::bad_alloc();
+        } else {
+          throw std::runtime_error(respVal.exception().what().c_str());
+        }
+      }
+      auto res = std::move(respVal).value();
+      auto&& rows = std::move(res).value();
       result.rows.insert(result.rows.end(),
                          std::make_move_iterator(rows.begin()),
                          std::make_move_iterator(rows.end()));
diff --git a/src/graph/executor/query/LeftJoinExecutor.cpp b/src/graph/executor/query/LeftJoinExecutor.cpp
index d2b12131b1c..cca1b9ea931 100644
--- a/src/graph/executor/query/LeftJoinExecutor.cpp
+++ b/src/graph/executor/query/LeftJoinExecutor.cpp
@@ -149,13 +149,22 @@ folly::Future<Status> LeftJoinExecutor::probe(const std::vector<Expression*>& pr
     return ds;
   };
 
-  auto gather = [this](auto&& results) mutable -> Status {
+  auto gather = [this](std::vector<folly::Try<StatusOr<DataSet>>>&& results) mutable -> Status {
     memory::MemoryCheckGuard guard;
     DataSet result;
     auto* joinNode = asNode<Join>(node());
     result.colNames = joinNode->colNames();
-    for (auto& r : results) {
-      auto&& rows = std::move(r).value();
+    for (auto& respVal : results) {
+      if (respVal.hasException()) {
+        auto ex = respVal.exception().get_exception<std::bad_alloc>();
+        if (ex) {
+          throw std::bad_alloc();
+        } else {
+          throw std::runtime_error(respVal.exception().what().c_str());
+        }
+      }
+      auto res = std::move(respVal).value();
+      auto&& rows = std::move(res).value();
       result.rows.insert(result.rows.end(),
                          std::make_move_iterator(rows.begin()),
                          std::make_move_iterator(rows.end()));
@@ -180,13 +189,22 @@ folly::Future<Status> LeftJoinExecutor::singleKeyProbe(Expression* probeKey, Ite
     return ds;
   };
 
-  auto gather = [this](auto&& results) mutable -> Status {
+  auto gather = [this](std::vector<folly::Try<StatusOr<DataSet>>>&& results) mutable -> Status {
     memory::MemoryCheckGuard guard;
     DataSet result;
     auto* joinNode = asNode<Join>(node());
     result.colNames = joinNode->colNames();
-    for (auto& r : results) {
-      auto&& rows = std::move(r).value();
+    for (auto& respVal : results) {
+      if (respVal.hasException()) {
+        auto ex = respVal.exception().get_exception<std::bad_alloc>();
+        if (ex) {
+          throw std::bad_alloc();
+        } else {
+          throw std::runtime_error(respVal.exception().what().c_str());
+        }
+      }
+      auto res = std::move(respVal).value();
+      auto&& rows = std::move(res).value();
       result.rows.insert(result.rows.end(),
                          std::make_move_iterator(rows.begin()),
                          std::make_move_iterator(rows.end()));
diff --git a/src/graph/executor/query/ProjectExecutor.cpp b/src/graph/executor/query/ProjectExecutor.cpp
index 1fd85a08e64..464b8c4fcf4 100644
--- a/src/graph/executor/query/ProjectExecutor.cpp
+++ b/src/graph/executor/query/ProjectExecutor.cpp
@@ -29,10 +29,20 @@ folly::Future<Status> ProjectExecutor::execute() {
       return handleJob(begin, end, tmpIter);
     };
 
-    auto gather = [this, result = std::move(ds)](auto &&results) mutable {
+    auto gather = [this, result = std::move(ds)](
+                      std::vector<folly::Try<StatusOr<DataSet>>> &&results) mutable {
       memory::MemoryCheckGuard guard;
-      for (auto &r : results) {
-        auto &&rows = std::move(r).value();
+      for (auto &respVal : results) {
+        if (respVal.hasException()) {
+          auto ex = respVal.exception().get_exception<std::bad_alloc>();
+          if (ex) {
+            throw std::bad_alloc();
+          } else {
+            throw std::runtime_error(respVal.exception().what().c_str());
+          }
+        }
+        auto res = std::move(respVal).value();
+        auto &&rows = std::move(res).value();
         result.rows.insert(result.rows.end(),
                            std::make_move_iterator(rows.begin()),
                            std::make_move_iterator(rows.end()));
diff --git a/src/graph/executor/query/TraverseExecutor.cpp b/src/graph/executor/query/TraverseExecutor.cpp
index 218e41e54de..0ced0963f9d 100644
--- a/src/graph/executor/query/TraverseExecutor.cpp
+++ b/src/graph/executor/query/TraverseExecutor.cpp
@@ -456,10 +456,19 @@ folly::Future<Status> TraverseExecutor::buildPathMultiJobs(size_t minStep, size_
     return rows;
   };
 
-  auto gather = [this](std::vector<std::vector<Row>> resp) mutable -> Status {
+  auto gather = [this](std::vector<folly::Try<std::vector<Row>>>&& resps) mutable -> Status {
     // MemoryTrackerVerified
     memory::MemoryCheckGuard guard;
-    for (auto& rows : resp) {
+    for (auto& respVal : resps) {
+      if (respVal.hasException()) {
+        auto ex = respVal.exception().get_exception<std::bad_alloc>();
+        if (ex) {
+          throw std::bad_alloc();
+        } else {
+          throw std::runtime_error(respVal.exception().what().c_str());
+        }
+      }
+      auto rows = std::move(respVal).value();
       if (rows.empty()) {
         continue;
       }