diff --git a/.ci/docker/common/install_cache.sh b/.ci/docker/common/install_cache.sh
index 45edb19b107..f17b4cc6068 100755
--- a/.ci/docker/common/install_cache.sh
+++ b/.ci/docker/common/install_cache.sh
@@ -12,6 +12,26 @@ set -ex
 # shellcheck source=/dev/null
 source "$(dirname "${BASH_SOURCE[0]}")/utils.sh"
 
+install_ubuntu() {
+  echo "Preparing to build sccache from source"
+  apt-get update
+  # libssl-dev will not work as it is upgraded to libssl3 in Ubuntu-22.04.
+  # Instead use lib and headers from OpenSSL1.1 installed in `install_openssl.sh``
+  apt-get install -y cargo
+  echo "Checking out sccache repo"
+  git clone https://github.com/mozilla/sccache -b v0.8.2
+
+  cd sccache
+  echo "Building sccache"
+  cargo build --release
+  cp target/release/sccache /opt/cache/bin
+  echo "Cleaning up"
+  cd ..
+  rm -rf sccache
+  apt-get remove -y cargo rustc
+  apt-get autoclean && apt-get clean
+}
+
 install_binary() {
   echo "Downloading sccache binary from S3 repo"
   curl --retry 3 https://s3.amazonaws.com/ossci-linux/sccache -o /opt/cache/bin/sccache
@@ -22,15 +42,33 @@ mkdir -p /opt/cache/bin
 sed -e 's|PATH="\(.*\)"|PATH="/opt/cache/bin:\1"|g' -i /etc/environment
 export PATH="/opt/cache/bin:$PATH"
 
-# NB: Install the pre-built binary from S3 as building from source
-# https://github.com/pytorch/sccache has started failing mysteriously
-# in which sccache server couldn't start with the following error:
-#   sccache: error: Invalid argument (os error 22)
-install_binary
+install_ubuntu
 
 function write_sccache_stub() {
   BINARY=$1
-  printf "#!/bin/sh\nif [ \$(env -u LD_PRELOAD ps -p \$PPID -o comm=) != sccache ]; then\n  exec sccache %s \"\$@\"\nelse\n  exec %s \"\$@\"\nfi" "$(which "${BINARY}")" "$(which "${BINARY}")" > "/opt/cache/bin/${BINARY}"
+  if [ $1 == "gcc" ]; then
+    # Do not call sccache recursively when dumping preprocessor argument
+    # For some reason it's very important for the first cached nvcc invocation
+    cat >"/opt/cache/bin/$1" <<EOF
+#!/bin/sh
+if [ "\$1" = "-E" ] || [ "\$2" = "-E" ]; then
+  exec $(which $1) "\$@"
+elif [ \$(env -u LD_PRELOAD ps -p \$PPID -o comm=) != sccache ]; then
+  exec sccache $(which $1) "\$@"
+else
+  exec $(which $1) "\$@"
+fi
+EOF
+  else
+    cat >"/opt/cache/bin/$1" <<EOF
+#!/bin/sh
+if [ \$(env -u LD_PRELOAD ps -p \$PPID -o comm=) != sccache ]; then
+  exec sccache $(which $1) "\$@"
+else
+  exec $(which $1) "\$@"
+fi
+EOF
+  fi
   chmod a+x "/opt/cache/bin/${BINARY}"
 }
 
@@ -44,7 +82,7 @@ init_sccache() {
 
   # NB: This function is adopted from PyTorch core at
   # https://github.com/pytorch/pytorch/blob/main/.ci/pytorch/common-build.sh
-  as_ci_user sccache --stop-server > /dev/null 2>&1 || true
+  as_ci_user sccache --stop-server >/dev/null 2>&1 || true
   rm -f "${SCCACHE_ERROR_LOG}" || true
 
   # Clear sccache stats before using it
diff --git a/.ci/docker/ubuntu/Dockerfile b/.ci/docker/ubuntu/Dockerfile
index f55504c9700..713a076d617 100644
--- a/.ci/docker/ubuntu/Dockerfile
+++ b/.ci/docker/ubuntu/Dockerfile
@@ -57,6 +57,7 @@ COPY ./common/utils.sh utils.sh
 RUN bash ./install_cache.sh && rm install_cache.sh utils.sh
 ENV SCCACHE_BUCKET ossci-compiler-cache-circleci-v2
 ENV SCCACHE_S3_KEY_PREFIX executorch
+ENV SCCACHE_REGION us-east-1
 
 ARG TORCH_VERSION
 COPY ./common/install_pytorch.sh install_pytorch.sh
diff --git a/.github/workflows/docker-builds.yml b/.github/workflows/docker-builds.yml
index d256af7fcda..9a220a6f29b 100644
--- a/.github/workflows/docker-builds.yml
+++ b/.github/workflows/docker-builds.yml
@@ -26,6 +26,9 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}-${{ github.event_name == 'workflow_dispatch' }}
   cancel-in-progress: true
 
+env:
+  AWS_DEFAULT_REGION: us-east-1
+
 jobs:
   docker-build:
     runs-on: [self-hosted, linux.2xlarge]