diff --git a/velox/docs/functions/binary.rst b/velox/docs/functions/binary.rst
index ff5557881cdc..859bc4c8109b 100644
--- a/velox/docs/functions/binary.rst
+++ b/velox/docs/functions/binary.rst
@@ -26,6 +26,10 @@ Binary Functions
 
     Computes the HMAC with sha256 of ``binary`` with the given ``key``.
 
+.. function:: hmac_sha512(binary, key) -> varbinary
+
+    Computes the HMAC with sha512 of ``binary`` with the given ``key``.
+
 .. function:: to_base64(binary) -> varchar
 
     Encodes ``binary`` into a base64 string representation.
diff --git a/velox/functions/lib/string/StringImpl.h b/velox/functions/lib/string/StringImpl.h
index 4852be18221b..e98011553ee6 100644
--- a/velox/functions/lib/string/StringImpl.h
+++ b/velox/functions/lib/string/StringImpl.h
@@ -231,13 +231,12 @@ FOLLY_ALWAYS_INLINE void replaceInPlace(
 
 /// Compute the MD5 Hash.
 template <typename TOutString, typename TInString>
-FOLLY_ALWAYS_INLINE bool md5(TOutString& output, const TInString& input) {
+FOLLY_ALWAYS_INLINE void md5(TOutString& output, const TInString& input) {
   static const auto kByteLength = 16;
   output.resize(kByteLength);
   crypto::MD5Context md5Context;
   md5Context.Add((const uint8_t*)input.data(), input.size());
   md5Context.Finish((uint8_t*)output.data());
-  return true;
 }
 
 /// Compute the MD5 Hash.
@@ -271,12 +270,11 @@ FOLLY_ALWAYS_INLINE bool md5_radix(
 
 /// Compute the SHA256 Hash.
 template <typename TOutString, typename TInString>
-FOLLY_ALWAYS_INLINE bool sha256(TOutString& output, const TInString& input) {
+FOLLY_ALWAYS_INLINE void sha256(TOutString& output, const TInString& input) {
   output.resize(32);
   folly::ssl::OpenSSLHash::sha256(
       folly::MutableByteRange((uint8_t*)output.data(), output.size()),
       folly::ByteRange((const uint8_t*)input.data(), input.size()));
-  return true;
 }
 
 /// Compute the SHA512 Hash.
@@ -290,14 +288,24 @@ FOLLY_ALWAYS_INLINE void sha512(TOutString& output, const TInString& input) {
 
 // Compute the HMAC-SHA256 Hash.
 template <typename TOutString, typename TInString>
-FOLLY_ALWAYS_INLINE bool
+FOLLY_ALWAYS_INLINE void
 HmacSha256(TOutString& output, const TInString& key, const TInString& data) {
   output.resize(32);
   folly::ssl::OpenSSLHash::hmac_sha256(
       folly::MutableByteRange((uint8_t*)output.data(), output.size()),
       folly::ByteRange((const uint8_t*)key.data(), key.size()),
       folly::ByteRange((const uint8_t*)data.data(), data.size()));
-  return true;
+}
+
+// Compute the HMAC-SHA512 Hash.
+template <typename TOutString, typename TInString>
+FOLLY_ALWAYS_INLINE void
+HmacSha512(TOutString& output, const TInString& key, const TInString& data) {
+  output.resize(64);
+  folly::ssl::OpenSSLHash::hmac_sha512(
+      folly::MutableByteRange((uint8_t*)output.data(), output.size()),
+      folly::ByteRange((const uint8_t*)key.data(), key.size()),
+      folly::ByteRange((const uint8_t*)data.data(), data.size()));
 }
 
 template <typename TOutString, typename TInString>
diff --git a/velox/functions/prestosql/StringFunctions.h b/velox/functions/prestosql/StringFunctions.h
index 2cb452c403f5..4179053c1aac 100644
--- a/velox/functions/prestosql/StringFunctions.h
+++ b/velox/functions/prestosql/StringFunctions.h
@@ -61,10 +61,9 @@ struct CRC32Function {
   VELOX_DEFINE_FUNCTION_TYPES(T);
 
   FOLLY_ALWAYS_INLINE
-  bool call(out_type<int64_t>& result, const arg_type<Varchar>& input) {
+  void call(out_type<int64_t>& result, const arg_type<Varchar>& input) {
     result = static_cast<int64_t>(folly::crc32_type(
         reinterpret_cast<const unsigned char*>(input.data()), input.size()));
-    return true;
   }
 };
 
@@ -75,7 +74,7 @@ struct XxHash64Function {
   VELOX_DEFINE_FUNCTION_TYPES(T);
 
   FOLLY_ALWAYS_INLINE
-  bool call(out_type<Varbinary>& result, const arg_type<Varbinary>& input) {
+  void call(out_type<Varbinary>& result, const arg_type<Varbinary>& input) {
     // Seed is set to 0.
     int64_t hash = XXH64(input.data(), input.size(), 0);
     static const auto kLen = sizeof(int64_t);
@@ -83,7 +82,6 @@ struct XxHash64Function {
     // Resizing output and copy
     result.resize(kLen);
     std::memcpy(result.data(), &hash, kLen);
-    return true;
   }
 };
 
@@ -93,8 +91,8 @@ struct Md5Function {
   VELOX_DEFINE_FUNCTION_TYPES(T);
 
   template <typename TTo, typename TFrom>
-  FOLLY_ALWAYS_INLINE bool call(TTo& result, const TFrom& input) {
-    return stringImpl::md5(result, input);
+  FOLLY_ALWAYS_INLINE void call(TTo& result, const TFrom& input) {
+    stringImpl::md5(result, input);
   }
 };
 
@@ -104,8 +102,8 @@ struct Sha256Function {
   VELOX_DEFINE_FUNCTION_TYPES(T);
 
   template <typename TTo, typename TFrom>
-  FOLLY_ALWAYS_INLINE bool call(TTo& result, const TFrom& input) {
-    return stringImpl::sha256(result, input);
+  FOLLY_ALWAYS_INLINE void call(TTo& result, const TFrom& input) {
+    stringImpl::sha256(result, input);
   }
 };
 
@@ -120,15 +118,27 @@ struct Sha512Function {
   }
 };
 
-/// sha1(varbinary) -> varbinary
+/// hmac_sha256(varbinary) -> varbinary
 template <typename T>
 struct HmacSha256Function {
   VELOX_DEFINE_FUNCTION_TYPES(T);
 
-  template <typename TOuput, typename TInput>
-  FOLLY_ALWAYS_INLINE bool
-  call(TOuput& result, const TInput& data, const TInput& key) {
-    return stringImpl::HmacSha256(result, key, data);
+  template <typename TTo, typename TFrom>
+  FOLLY_ALWAYS_INLINE void
+  call(TTo& result, const TFrom& data, const TFrom& key) {
+    stringImpl::HmacSha256(result, key, data);
+  }
+};
+
+/// hmac_sha512(varbinary) -> varbinary
+template <typename T>
+struct HmacSha512Function {
+  VELOX_DEFINE_FUNCTION_TYPES(T);
+
+  template <typename TTo, typename TFrom>
+  FOLLY_ALWAYS_INLINE void
+  call(TTo& result, const TFrom& data, const TFrom& key) {
+    stringImpl::HmacSha512(result, key, data);
   }
 };
 
diff --git a/velox/functions/prestosql/registration/StringFunctionsRegistration.cpp b/velox/functions/prestosql/registration/StringFunctionsRegistration.cpp
index 9470fd1e0b28..298a5c19cd76 100644
--- a/velox/functions/prestosql/registration/StringFunctionsRegistration.cpp
+++ b/velox/functions/prestosql/registration/StringFunctionsRegistration.cpp
@@ -62,6 +62,8 @@ void registerSimpleFunctions() {
   registerFunction<Sha512Function, Varbinary, Varbinary>({"sha512"});
   registerFunction<HmacSha256Function, Varbinary, Varbinary, Varbinary>(
       {"hmac_sha256"});
+  registerFunction<HmacSha512Function, Varbinary, Varbinary, Varbinary>(
+      {"hmac_sha512"});
 
   registerFunction<ToHexFunction, Varchar, Varbinary>({"to_hex"});
   registerFunction<FromHexFunction, Varbinary, Varchar>({"from_hex"});
diff --git a/velox/functions/prestosql/tests/StringFunctionsTest.cpp b/velox/functions/prestosql/tests/StringFunctionsTest.cpp
index 93cec47465a3..d535e0a98ab1 100644
--- a/velox/functions/prestosql/tests/StringFunctionsTest.cpp
+++ b/velox/functions/prestosql/tests/StringFunctionsTest.cpp
@@ -1232,6 +1232,24 @@ TEST_F(StringFunctionsTest, HmacSha256) {
   EXPECT_EQ(std::nullopt, hmacSha256(std::nullopt, "velox"));
 }
 
+TEST_F(StringFunctionsTest, HmacSha512) {
+  const auto hmacSha512 = [&](std::optional<std::string> arg,
+                              std::optional<std::string> key) {
+    return evaluateOnce<std::string, std::string>(
+        "hmac_sha512(c0, c1)", {arg, key}, {VARBINARY(), VARBINARY()});
+  };
+  // Use the same expected value from TestVarbinaryFunctions of presto java
+  EXPECT_EQ(
+      hexToDec(
+          "84FA5AA0279BBC473267D05A53EA03310A987CECC4C1535FF29B6D76B8F1444A728DF3AADB89D4A9A6709E1998F373566E8F824A8CA93B1821F0B69BC2A2F65E"),
+      hmacSha512("", "key"));
+  EXPECT_EQ(
+      hexToDec(
+          "FEFA712B67DED871E1ED987F8B20D6A69EB9FCC87974218B9A1A6D5202B54C18ECDA4839A979DED22F07E0881CF40B762691992D120408F49D6212E112509D72"),
+      hmacSha512("hashme", "key"));
+  EXPECT_EQ(std::nullopt, hmacSha512(std::nullopt, "velox"));
+}
+
 void StringFunctionsTest::testReplaceInPlace(
     const std::vector<std::pair<std::string, std::string>>& tests,
     const std::string& search,