diff --git a/paddle/fluid/platform/init.cc b/paddle/fluid/platform/init.cc
index 8e8160fe6155fea5990aa7627190331df956f336..8a28292fb7cf4cde4411c77b25dc80c8d3d4a268 100644
--- a/paddle/fluid/platform/init.cc
+++ b/paddle/fluid/platform/init.cc
@@ -229,25 +229,66 @@ void InitDevices(bool init_p2p, const std::vector<int> devices) {
 }
 
 #ifndef _WIN32
+// Description Quoted from
+// https://pubs.opengroup.org/onlinepubs/9699919799/basedefs/signal.h.html
+const struct {
+  const char *name;
+  const char *error_string;
+} SignalErrorStrings[] = {
+    {"SIGSEGV", "Segmentation fault"},
+    {"SIGILL", "Illegal instruction"},
+    {"SIGFPE", "Erroneous arithmetic operation"},
+    {"SIGABRT", "Process abort signal"},
+    {"SIGBUS", "Access to an undefined portion of a memory object"},
+    {"SIGTERM", "Termination signal"},
+};
+
+bool StartsWith(const char *str, const char *prefix) {
+  size_t len_prefix = strlen(prefix);
+  size_t len_str = strlen(str);
+  return len_str < len_prefix ? false : memcmp(prefix, str, len_prefix) == 0;
+}
+
+const char *ParseSignalErrorString(const std::string &str) {
+  for (size_t i = 0;
+       i < (sizeof(SignalErrorStrings) / sizeof(*(SignalErrorStrings))); ++i) {
+    if (std::string::npos != str.find(SignalErrorStrings[i].name)) {
+      return SignalErrorStrings[i].error_string;
+    }
+  }
+  return "Unknown signal";
+}
+
+// Handle SIGSEGV, SIGILL, SIGFPE, SIGABRT, SIGBUS, and SIGTERM.
+std::ostringstream signal_msg_dumper;
 void SignalHandle(const char *data, int size) {
-  auto file_path = string::Sprintf("/tmp/paddle.%d.dump_info", ::getpid());
   try {
-    // The signal is coming line by line but we print general guide just once
-    std::call_once(glog_warning_once_flag, [&]() {
-      LOG(WARNING) << "Warning: PaddlePaddle catches a failure signal, it may "
-                      "not work properly\n";
-      LOG(WARNING) << "You could check whether you killed PaddlePaddle "
-                      "thread/process accidentally or report the case to "
-                      "PaddlePaddle\n";
-      LOG(WARNING) << "The detail failure signal is:\n\n";
-    });
-
-    LOG(WARNING) << std::string(data, size);
-    std::ofstream dump_info;
-    dump_info.open(file_path, std::ios::app);
-    dump_info << std::string(data, size);
-    dump_info.close();
+    // NOTE1: The glog FailureSignalHandler dumped messages
+    //   are deal with line by line
+    // NOTE2: we only deal with the time info ane signal info,
+    //   the stack trace will generated by paddle self
+    if (StartsWith(data, "*** Aborted at")) {
+      signal_msg_dumper << "  [TimeInfo: " << std::string(data, size - 1)
+                        << "]\n";
+    } else if (StartsWith(data, "***")) {
+      std::string signal_info(data, size - 1);
+      std::string useless_substr("; stack trace:");
+      size_t start_pos = signal_info.rfind(useless_substr);
+      signal_info.replace(start_pos, useless_substr.length(), "");
+      signal_msg_dumper << "  [SignalInfo: " << signal_info << "]\n";
+      // NOTE3: Here does not throw an exception,
+      // otherwise it will casue "terminate called recursively"
+      auto exp = platform::EnforceNotMet(
+          platform::errors::Fatal(
+              "A serious error (%s) is detected by the operating system.",
+              ParseSignalErrorString(signal_info)),
+          __FILE__, __LINE__);
+      std::cout << exp.what() << signal_msg_dumper.str() << std::endl;
+    }
   } catch (...) {
+    // Since the program has already triggered a system error,
+    // no further processing is required here, glog FailureSignalHandler
+    // will Kill program by the default signal handler
   }
 }
 #endif