diff --git a/CMakeLists.txt b/CMakeLists.txt
index f3900a8f4c6..1719aa0c38c 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -29,8 +29,8 @@ option(ENABLE_STATIC_LIBSTDCXX "link kvrocks with static library of libstd++ ins
 option(ENABLE_LUAJIT "enable use of luaJIT instead of lua" ON)
 option(ENABLE_OPENSSL "enable openssl to support tls connection" OFF)
 option(ENABLE_IPO "enable interprocedural optimization" ON)
-option(ENABLE_UNWIND "enable libunwind in glog" ON)
 option(ENABLE_SPEEDB "enable speedb instead of rocksdb" OFF)
+set(SYMBOLIZE_BACKEND "" CACHE STRING "symbolization backend library for cpptrace (libbacktrace, libdwarf, or empty)")
 set(PORTABLE 0 CACHE STRING "build a portable binary (disable arch-specific optimizations)")
 # TODO: set ENABLE_NEW_ENCODING to ON when we are ready
 option(ENABLE_NEW_ENCODING "enable new encoding (#1033) for storing 64bit size and expire time in milliseconds" ON)
@@ -169,6 +169,7 @@ include(cmake/span.cmake)
 include(cmake/trie.cmake)
 include(cmake/pegtl.cmake)
 include(cmake/rangev3.cmake)
+include(cmake/cpptrace.cmake)
 
 if (ENABLE_LUAJIT)
     include(cmake/luajit.cmake)
@@ -203,6 +204,7 @@ list(APPEND EXTERNAL_LIBS span-lite)
 list(APPEND EXTERNAL_LIBS tsl_hat_trie)
 list(APPEND EXTERNAL_LIBS pegtl)
 list(APPEND EXTERNAL_LIBS range-v3)
+list(APPEND EXTERNAL_LIBS cpptrace::cpptrace)
 
 # Add git sha to version.h
 find_package(Git REQUIRED)
diff --git a/NOTICE b/NOTICE
index 7e674d153d6..3b2a470bf3c 100644
--- a/NOTICE
+++ b/NOTICE
@@ -71,6 +71,7 @@ The text of each license is also included in licenses/LICENSE-[project].txt
 * lua(https://github.com/KvrocksLabs/lua, alternative to LuaJIT)
 * hat-trie(https://github.com/Tessil/hat-trie)
 * pegtl(https://github.com/taocpp/PEGTL, NOTE: changed to Boost Software License Version 1.0 in main branch)
+* cpptrace(https://github.com/jeremy-rifkin/cpptrace)
 
 ================================================================
 Boost Software License Version 1.0
diff --git a/cmake/cpptrace.cmake b/cmake/cpptrace.cmake
new file mode 100644
index 00000000000..5fc0189e4e7
--- /dev/null
+++ b/cmake/cpptrace.cmake
@@ -0,0 +1,37 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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_guard()
+
+include(cmake/utils.cmake)
+
+FetchContent_DeclareGitHubWithMirror(cpptrace
+  jeremy-rifkin/cpptrace v0.6.0
+  MD5=924df247ba4a151d243130060c2c0a04
+)
+
+if (SYMBOLIZE_BACKEND STREQUAL "libbacktrace")
+  set(CPPTRACE_BACKEND_OPTION "CPPTRACE_GET_SYMBOLS_WITH_LIBBACKTRACE=ON")
+elseif (SYMBOLIZE_BACKEND STREQUAL "libdwarf")
+  set(CPPTRACE_BACKEND_OPTION "CPPTRACE_GET_SYMBOLS_WITH_LIBDWARF=ON")
+else ()
+  set(CPPTRACE_BACKEND_OPTION "CPPTRACE_GET_SYMBOLS_WITH_ADDR2LINE=ON")
+endif ()
+
+FetchContent_MakeAvailableWithArgs(cpptrace
+  ${CPPTRACE_BACKEND_OPTION}
+)
diff --git a/cmake/glog.cmake b/cmake/glog.cmake
index 4a29a589755..5e9c12687e3 100644
--- a/cmake/glog.cmake
+++ b/cmake/glog.cmake
@@ -28,5 +28,4 @@ FetchContent_MakeAvailableWithArgs(glog
   WITH_GFLAGS=OFF
   WITH_GTEST=OFF
   BUILD_SHARED_LIBS=OFF
-  WITH_UNWIND=${ENABLE_UNWIND}
 )
diff --git a/cmake/utils.cmake b/cmake/utils.cmake
index cd023a726c7..cce10cbf982 100644
--- a/cmake/utils.cmake
+++ b/cmake/utils.cmake
@@ -34,6 +34,7 @@ function(FetchContent_MakeAvailableWithArgs dep)
       parse_var(${arg} key value)
       set(${key}_OLD ${${key}})
       set(${key} ${value} CACHE INTERNAL "")
+      message("In ${dep}: ${key} set to ${value}")
     endforeach()
 
     add_subdirectory(${${dep}_SOURCE_DIR} ${${dep}_BINARY_DIR} EXCLUDE_FROM_ALL)
diff --git a/licenses/LICENSE-cpptrace.txt b/licenses/LICENSE-cpptrace.txt
new file mode 100644
index 00000000000..299bf1fac8c
--- /dev/null
+++ b/licenses/LICENSE-cpptrace.txt
@@ -0,0 +1,18 @@
+The MIT License (MIT)
+
+Copyright (c) 2023-2024 Jeremy Rifkin
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
+associated documentation files (the "Software"), to deal in the Software without restriction,
+including without limitation the rights to use, copy, modify, merge, publish, distribute,
+sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all copies or substantial
+portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
+NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES
+OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
diff --git a/src/cli/signal_util.h b/src/cli/signal_util.h
index cb5abc67371..d6f02e614aa 100644
--- a/src/cli/signal_util.h
+++ b/src/cli/signal_util.h
@@ -24,39 +24,19 @@
 #include <glog/logging.h>
 #include <signal.h>
 
+#include <cpptrace/cpptrace.hpp>
 #include <cstddef>
 #include <iomanip>
 
 #include "version_util.h"
 
-namespace google {
-bool Symbolize(void *pc, char *out, size_t out_size);
-}  // namespace google
-
 extern "C" inline void SegvHandler(int sig, siginfo_t *info, void *secret) {
-  void *trace[100];
-
-  LOG(ERROR) << "======= Ooops! kvrocks " << PrintVersion << " got signal: " << strsignal(sig) << " (" << sig
-             << ") =======";
-  int trace_size = backtrace(trace, sizeof(trace) / sizeof(void *));
-  char **messages = backtrace_symbols(trace, trace_size);
-
-  size_t max_msg_len = 0;
-  for (int i = 1; i < trace_size; ++i) {
-    auto msg_len = strlen(messages[i]);
-    if (msg_len > max_msg_len) {
-      max_msg_len = msg_len;
-    }
-  }
-
-  for (int i = 1; i < trace_size; ++i) {
-    char func_info[1024] = {};
-    if (google::Symbolize(trace[i], func_info, sizeof(func_info) - 1)) {
-      LOG(ERROR) << std::left << std::setw(static_cast<int>(max_msg_len)) << messages[i] << "  " << func_info;
-    } else {
-      LOG(ERROR) << messages[i];
-    }
-  }
+  LOG(ERROR) << "Ooops! Apache Kvrocks " << PrintVersion << " got signal: " << strsignal(sig) << " (" << sig << ")";
+  auto trace = cpptrace::generate_trace();
+  trace.print(LOG(ERROR));
+  LOG(ERROR)
+      << "It would be greatly appreciated if you could submit this crash to https://github.com/apache/kvrocks/issues "
+         "along with the stacktrace above, logs and any relevant information.";
 
   struct sigaction act;
   /* Make sure we exit with the right signal at the end. So for instance