diff --git a/cpp/cmake_modules/ThirdpartyToolchain.cmake b/cpp/cmake_modules/ThirdpartyToolchain.cmake
index 7d95c98ccd9ae..94252dc50a95f 100644
--- a/cpp/cmake_modules/ThirdpartyToolchain.cmake
+++ b/cpp/cmake_modules/ThirdpartyToolchain.cmake
@@ -667,7 +667,7 @@ if(DEFINED ENV{FASTPFOR_SOURCE_URL})
 else()
   set_urls(
     FASTPFOR_SOURCE_URL
-    "https://github.com/lemire/FastPFor/archive/${ARROW_FASTPFOR_BUILD_VERSION}.tar.gz"
+    "https://github.com/zhouyuan/FastPFor/archive/${ARROW_FASTPFOR_BUILD_VERSION}.tar.gz"
     )
 endif()
 
diff --git a/cpp/thirdparty/versions.txt b/cpp/thirdparty/versions.txt
index a8a7136db302b..16611fd9968c2 100644
--- a/cpp/thirdparty/versions.txt
+++ b/cpp/thirdparty/versions.txt
@@ -97,7 +97,7 @@ ARROW_ZLIB_BUILD_VERSION=1.2.11
 ARROW_ZLIB_BUILD_SHA256_CHECKSUM=c3e5e9fdd5004dcb542feda5ee4f0ff0744628baf8ed2dd5d66f8ca1197cb1a1
 ARROW_ZSTD_BUILD_VERSION=v1.5.1
 ARROW_ZSTD_BUILD_SHA256_CHECKSUM=dc05773342b28f11658604381afd22cb0a13e8ba17ff2bd7516df377060c18dd
-ARROW_FASTPFOR_BUILD_VERSION=b75f8053d8839a866ff44dce9f5204582417cfd8
+ARROW_FASTPFOR_BUILD_VERSION=2e836403e964708730da4e81c302939b1878c927
 
 # The first field is the name of the environment variable expected by cmake.
 # This _must_ match what is defined. The second field is the name of the