diff --git a/LICENSE b/LICENSE
index 5ca50b6f30..0e53635111 100644
--- a/LICENSE
+++ b/LICENSE
@@ -262,6 +262,8 @@ Meta Velox
 ./cpp/scripts/setup-helper-functions.sh
 ./cpp/celeborn/utils/ProcessBase.h
 ./cpp/celeborn/utils/ProcessBase.cpp
+./cpp/celeborn/utils/StackTrace.h
+./cpp/celeborn/utils/StackTrace.cpp
 
 
 ------------------------------------------------------------------------------------
diff --git a/cpp/celeborn/utils/CMakeLists.txt b/cpp/celeborn/utils/CMakeLists.txt
index 9a98d67489..f473fb5e6a 100644
--- a/cpp/celeborn/utils/CMakeLists.txt
+++ b/cpp/celeborn/utils/CMakeLists.txt
@@ -12,7 +12,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-add_library(utils ProcessBase.cpp)
+add_library(utils ProcessBase.cpp StackTrace.cpp)
 
 target_link_libraries(
         utils
diff --git a/cpp/celeborn/utils/StackTrace.cpp b/cpp/celeborn/utils/StackTrace.cpp
new file mode 100644
index 0000000000..de40851f7c
--- /dev/null
+++ b/cpp/celeborn/utils/StackTrace.cpp
@@ -0,0 +1,192 @@
+/*
+ * Based on StackTrace.cpp from Facebook Velox
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "celeborn/utils/StackTrace.h"
+
+// Symbolizer requires folly to be compiled with libelf and libdwarf support
+// (also currently only works in Linux).
+#if __linux__ && FOLLY_HAVE_ELF && FOLLY_HAVE_DWARF
+#define CELEBORN_HAS_SYMBOLIZER 1
+#else
+#define CELEBORN_HAS_SYMBOLIZER 0
+#endif
+
+#include <algorithm>
+#include <fstream>
+
+#include <fmt/format.h>
+#include <folly/Indestructible.h>
+#include <folly/String.h>
+#include <folly/experimental/symbolizer/StackTrace.h>
+
+#include "utils/ProcessBase.h"
+
+#ifdef __linux__
+#include <folly/experimental/symbolizer/Symbolizer.h> // @manual
+#include <folly/fibers/FiberManager.h> // @manual
+#endif
+
+namespace celeborn::utils {
+
+StackTrace::StackTrace(int32_t skipFrames) {
+  create(skipFrames);
+}
+
+StackTrace::StackTrace(const StackTrace& other) {
+  bt_pointers_ = other.bt_pointers_;
+  if (folly::test_once(other.bt_vector_flag_)) {
+    bt_vector_ = other.bt_vector_;
+    folly::call_once(bt_vector_flag_, [] {}); // Set the flag.
+  }
+  if (folly::test_once(other.bt_flag_)) {
+    bt_ = other.bt_;
+    folly::call_once(bt_flag_, [] {}); // Set the flag.
+  }
+}
+
+StackTrace& StackTrace::operator=(const StackTrace& other) {
+  if (this != &other) {
+    this->~StackTrace();
+    new (this) StackTrace(other);
+  }
+  return *this;
+}
+
+void StackTrace::create(int32_t skipFrames) {
+  const int32_t kDefaultSkipFrameAdjust = 2; // ::create(), ::StackTrace()
+  const int32_t kMaxFrames = 75;
+
+  bt_pointers_.clear();
+  uintptr_t btpointers[kMaxFrames];
+  ssize_t framecount = folly::symbolizer::getStackTrace(btpointers, kMaxFrames);
+  if (framecount <= 0) {
+    return;
+  }
+
+  framecount = std::min(framecount, static_cast<ssize_t>(kMaxFrames));
+  skipFrames = std::max(skipFrames + kDefaultSkipFrameAdjust, 0);
+
+  bt_pointers_.reserve(framecount - skipFrames);
+  for (int32_t i = skipFrames; i < framecount; i++) {
+    bt_pointers_.push_back(reinterpret_cast<void*>(btpointers[i]));
+  }
+}
+
+///////////////////////////////////////////////////////////////////////////////
+// reporting functions
+
+const std::vector<std::string>& StackTrace::toStrVector() const {
+  folly::call_once(bt_vector_flag_, [&] {
+    size_t frame = 0;
+    static folly::Indestructible<folly::fbstring> myname{
+        folly::demangle(typeid(decltype(*this))) + "::"};
+    bt_vector_.reserve(bt_pointers_.size());
+    for (auto ptr : bt_pointers_) {
+      auto framename = translateFrame(ptr);
+      if (folly::StringPiece(framename).startsWith(*myname)) {
+        continue; // ignore frames in the StackTrace class
+      }
+      bt_vector_.push_back(fmt::format("# {:<2d} {}", frame++, framename));
+    }
+  });
+  return bt_vector_;
+}
+
+const std::string& StackTrace::toString() const {
+  folly::call_once(bt_flag_, [&] {
+    const auto& vec = toStrVector();
+    size_t needed = 0;
+    for (const auto& frame : vec) {
+      needed += frame.size() + 1;
+    }
+    bt_.reserve(needed);
+    for (const auto& frame_title : vec) {
+      bt_ += frame_title;
+      bt_ += '\n';
+    }
+  });
+  return bt_;
+}
+
+std::string StackTrace::log(
+    const char* errorType,
+    std::string* out /* = NULL */) const {
+  std::string pid = folly::to<std::string>(getProcessId());
+
+  std::string msg;
+  msg += "Host: " + getHostName();
+  msg += "\nProcessID: " + pid;
+  msg += "\nThreadID: " +
+      folly::to<std::string>(reinterpret_cast<uintptr_t>(getThreadId()));
+  msg += "\nName: " + getAppName();
+  msg += "\nType: ";
+  if (errorType) {
+    msg += errorType;
+  } else {
+    msg += "(unknown error)";
+  }
+  msg += "\n\n";
+  msg += toString();
+  msg += "\n";
+
+  std::string tracefn = "/tmp/stacktrace." + pid + ".log";
+  std::ofstream f(tracefn.c_str());
+  if (f) {
+    f << msg;
+    f.close();
+  }
+
+  if (out) {
+    *out = msg;
+  }
+  return tracefn;
+}
+
+#if CELEBORN_HAS_SYMBOLIZER
+namespace {
+inline std::string translateFrameImpl(void* addressPtr) {
+  // TODO: lineNumbers has been disabled since 2009.
+  using namespace folly::symbolizer;
+
+  std::uintptr_t address = reinterpret_cast<std::uintptr_t>(addressPtr);
+  Symbolizer symbolizer(LocationInfoMode::DISABLED);
+  SymbolizedFrame frame;
+  symbolizer.symbolize(address, frame);
+
+  StringSymbolizePrinter printer(SymbolizePrinter::TERSE);
+  printer.print(frame);
+  return printer.str();
+}
+} // namespace
+#endif
+
+std::string StackTrace::translateFrame(void* addressPtr, bool /*lineNumbers*/) {
+#if CELEBORN_HAS_SYMBOLIZER
+  return folly::fibers::runInMainContext(
+      [addressPtr]() { return translateFrameImpl(addressPtr); });
+#else
+  (void)addressPtr;
+  return std::string{};
+#endif
+}
+
+std::string StackTrace::demangle(const char* mangled) {
+  return folly::demangle(mangled).toStdString();
+}
+
+} // namespace celeborn::utils
diff --git a/cpp/celeborn/utils/StackTrace.h b/cpp/celeborn/utils/StackTrace.h
new file mode 100644
index 0000000000..9c9b980216
--- /dev/null
+++ b/cpp/celeborn/utils/StackTrace.h
@@ -0,0 +1,93 @@
+/*
+ * Based on StackTrace.h from Facebook Velox
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#pragma once
+
+#include <folly/synchronization/CallOnce.h>
+
+#include <string>
+#include <vector>
+
+namespace celeborn::utils {
+
+///////////////////////////////////////////////////////////////////////////////
+
+// TODO: Deprecate in favor of folly::symbolizer.
+class StackTrace {
+ public:
+  /**
+   * Translate a frame pointer to file name and line number pair.
+   */
+  static std::string translateFrame(void* framePtr, bool lineNumbers = true);
+
+  /**
+   * Demangle a function name.
+   */
+  static std::string demangle(const char* mangled);
+
+ public:
+  /**
+   * Constructor -- saves the current stack trace. By default, we skip the
+   * frames for StackTrace::StackTrace.  If you want those, you can pass
+   * '-2' to skipFrames.
+   */
+  explicit StackTrace(int32_t skipFrames = 0);
+
+  StackTrace(const StackTrace& other);
+  StackTrace& operator=(const StackTrace& other);
+
+  /**
+   * Generate an output of the written stack trace.
+   */
+  const std::string& toString() const;
+
+  /**
+   * Generate a vector that for each position has the title of the frame.
+   */
+  const std::vector<std::string>& toStrVector() const;
+
+  /**
+   * Return the raw stack pointers.
+   */
+  const std::vector<void*>& getStack() const {
+    return bt_pointers_;
+  }
+
+  /**
+   * Log stacktrace into a file under /tmp. If "out" is not null,
+   * also store translated stack trace into the variable.
+   * Returns the name of the generated file.
+   */
+  std::string log(const char* errorType, std::string* out = nullptr) const;
+
+ private:
+  /**
+   * Record bt pointers.
+   */
+  void create(int32_t skipFrames);
+
+ private:
+  std::vector<void*> bt_pointers_;
+  mutable folly::once_flag bt_vector_flag_;
+  mutable std::vector<std::string> bt_vector_;
+  mutable folly::once_flag bt_flag_;
+  mutable std::string bt_;
+};
+
+///////////////////////////////////////////////////////////////////////////////
+} // namespace celeborn::utils