diff --git a/README.rst b/README.rst
index 309fd2eb..0721dfa7 100644
--- a/README.rst
+++ b/README.rst
@@ -31,6 +31,20 @@ To run h2load against HTTP/3 server, specify h3-22 ALPN with
 
     $ h2load --npn-list h3-22 https://localhost:4433
 
+You can use Dockerfile to skip the tedious build steps to manually
+pull and build dependencies.  In order to build Docker image, do this:
+
+.. code-block:: text
+
+    $ cd docker
+    $ docker build -t nghttp2-quic .
+
+Run h2load:
+
+.. code-block:: text
+
+    $ docker run --rm -it --network=host nghttp2-quic /usr/local/bin/h2load --npn-list h3-22 https://localhost:4433
+
 Development Status
 ------------------
 
diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 00000000..657fce8e
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,30 @@
+FROM k8s.gcr.io/debian-base-amd64:1.0.0
+
+RUN /usr/local/bin/clean-install git g++ make binutils autoconf automake autotools-dev libtool pkg-config \
+        zlib1g-dev libev-dev libjemalloc-dev ruby-dev libc-ares-dev bison \
+        zlib1g libev4 libjemalloc1 libc-ares2 \
+        ca-certificates psmisc \
+        python && \
+    git clone --depth 1 -b quic-draft-22 https://github.com/tatsuhiro-t/openssl && \
+    cd openssl && ./config enable-tls1_3 --openssldir=/etc/ssl && make -j$(nproc) && make install_sw && cd .. && rm -rf openssl && \
+    git clone --depth 1 https://github.com/ngtcp2/nghttp3 && \
+    cd nghttp3 && autoreconf -i && \
+    ./configure --enable-lib-only && \
+    make -j$(nproc) && make install-strip && cd .. && rm -rf nghttp3 && \
+    git clone --depth 1 -b draft-22 https://github.com/ngtcp2/ngtcp2 && \
+    cd ngtcp2 && autoreconf -i && \
+    ./configure && \
+    make -j$(nproc) && make install-strip && cd .. && rm -rf ngtcp2 && \
+    git clone --depth 1 -b quic https://github.com/nghttp2/nghttp2.git && \
+    cd nghttp2 && \
+    git submodule update --init && autoreconf -i && \
+    ./configure --disable-examples --disable-hpack-tools --disable-python-bindings --with-mruby --with-neverbleed && \
+    make -j$(nproc) install-strip && \
+    cd .. && \
+    rm -rf nghttp2 && \
+    strip /usr/local/lib/*.so.*.* /usr/local/lib/engines-*/*.so && \
+    rm -rf /usr/local/lib/libssl.so /usr/local/lib/libcrypto.so /usr/local/lib/libssl.a /usr/local/lib/libcrypto.a /usr/local/lib/pkgconfig/*ssl.pc /usr/local/include/openssl/* && \
+    apt-get -y purge git g++ make binutils autoconf automake autotools-dev libtool pkg-config \
+        zlib1g-dev libev-dev libjemalloc-dev ruby-dev libc-ares-dev bison && \
+    apt-get -y autoremove --purge && \
+    rm -rf /var/log/*