diff --git a/Cargo.lock b/Cargo.lock
index 6f913d33d..7601d90de 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -21,6 +21,23 @@ dependencies = [
 name = "arch_gen"
 version = "0.1.0"
 
+[[package]]
+name = "argon2rs"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "blake2-rfc 0.2.18 (registry+https://github.com/rust-lang/crates.io-index)",
+ "scoped_threadpool 0.1.9 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "arrayvec"
+version = "0.4.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "nodrop 0.1.13 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "atty"
 version = "0.2.11"
@@ -36,6 +53,32 @@ name = "autocfg"
 version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "backtrace"
+version = "0.3.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "autocfg 0.1.4 (registry+https://github.com/rust-lang/crates.io-index)",
+ "backtrace-sys 0.1.28 (registry+https://github.com/rust-lang/crates.io-index)",
+ "cfg-if 0.1.9 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
+ "rustc-demangle 0.1.15 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "backtrace-sys"
+version = "0.1.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "cc 1.0.37 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "bitflags"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
 [[package]]
 name = "bitflags"
 version = "0.9.1"
@@ -46,11 +89,25 @@ name = "bitflags"
 version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "blake2-rfc"
+version = "0.2.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "arrayvec 0.4.10 (registry+https://github.com/rust-lang/crates.io-index)",
+ "constant_time_eq 0.1.3 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "byteorder"
 version = "1.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "cc"
+version = "1.0.37"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
 [[package]]
 name = "cfg-if"
 version = "0.1.9"
@@ -75,6 +132,8 @@ name = "cloud-hypervisor"
 version = "0.1.0"
 dependencies = [
  "clap 2.27.1 (registry+https://github.com/rust-lang/crates.io-index)",
+ "dirs 2.0.1 (registry+https://github.com/rust-lang/crates.io-index)",
+ "ssh2 0.3.3 (registry+https://github.com/rust-lang/crates.io-index)",
  "vmm 0.1.0",
 ]
 
@@ -86,6 +145,11 @@ dependencies = [
  "bitflags 1.1.0 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "constant_time_eq"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
 [[package]]
 name = "devices"
 version = "0.1.0"
@@ -97,6 +161,26 @@ dependencies = [
  "vmm-sys-util 0.1.0 (git+https://github.com/rust-vmm/vmm-sys-util)",
 ]
 
+[[package]]
+name = "dirs"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "cfg-if 0.1.9 (registry+https://github.com/rust-lang/crates.io-index)",
+ "dirs-sys 0.3.3 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "dirs-sys"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "cfg-if 0.1.9 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
+ "redox_users 0.3.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "winapi 0.3.7 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "epoll"
 version = "4.0.1"
@@ -106,6 +190,26 @@ dependencies = [
  "libc 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "failure"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "backtrace 0.3.30 (registry+https://github.com/rust-lang/crates.io-index)",
+ "failure_derive 0.1.5 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "failure_derive"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "proc-macro2 0.4.30 (registry+https://github.com/rust-lang/crates.io-index)",
+ "quote 0.6.12 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 0.15.34 (registry+https://github.com/rust-lang/crates.io-index)",
+ "synstructure 0.10.2 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "fuchsia-cprng"
 version = "0.1.1"
@@ -130,6 +234,30 @@ name = "libc"
 version = "0.2.58"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "libssh2-sys"
+version = "0.2.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "cc 1.0.37 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libz-sys 1.0.25 (registry+https://github.com/rust-lang/crates.io-index)",
+ "openssl-sys 0.9.47 (registry+https://github.com/rust-lang/crates.io-index)",
+ "pkg-config 0.3.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "vcpkg 0.2.6 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
+[[package]]
+name = "libz-sys"
+version = "1.0.25"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "cc 1.0.37 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
+ "pkg-config 0.3.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "vcpkg 0.2.6 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "linux-loader"
 version = "0.1.0"
@@ -164,11 +292,28 @@ dependencies = [
  "vmm-sys-util 0.1.0 (git+https://github.com/rust-vmm/vmm-sys-util)",
 ]
 
+[[package]]
+name = "nodrop"
+version = "0.1.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
 [[package]]
 name = "numtoa"
 version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "openssl-sys"
+version = "0.9.47"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "autocfg 0.1.4 (registry+https://github.com/rust-lang/crates.io-index)",
+ "cc 1.0.37 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
+ "pkg-config 0.3.14 (registry+https://github.com/rust-lang/crates.io-index)",
+ "vcpkg 0.2.6 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "pci"
 version = "0.1.0"
@@ -184,6 +329,11 @@ dependencies = [
  "vmm-sys-util 0.1.0 (git+https://github.com/rust-vmm/vmm-sys-util)",
 ]
 
+[[package]]
+name = "pkg-config"
+version = "0.3.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
 [[package]]
 name = "proc-macro2"
 version = "0.4.30"
@@ -328,6 +478,17 @@ dependencies = [
  "redox_syscall 0.1.54 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "redox_users"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "argon2rs 0.2.5 (registry+https://github.com/rust-lang/crates.io-index)",
+ "failure 0.1.5 (registry+https://github.com/rust-lang/crates.io-index)",
+ "rand_os 0.1.3 (registry+https://github.com/rust-lang/crates.io-index)",
+ "redox_syscall 0.1.54 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "remain"
 version = "0.1.3"
@@ -346,11 +507,31 @@ dependencies = [
  "winapi 0.3.7 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "rustc-demangle"
+version = "0.1.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
+[[package]]
+name = "scoped_threadpool"
+version = "0.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
 [[package]]
 name = "serde"
 version = "1.0.92"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "ssh2"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "bitflags 0.7.0 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libc 0.2.58 (registry+https://github.com/rust-lang/crates.io-index)",
+ "libssh2-sys 0.2.11 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "strsim"
 version = "0.6.0"
@@ -366,6 +547,17 @@ dependencies = [
  "unicode-xid 0.1.0 (registry+https://github.com/rust-lang/crates.io-index)",
 ]
 
+[[package]]
+name = "synstructure"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+dependencies = [
+ "proc-macro2 0.4.30 (registry+https://github.com/rust-lang/crates.io-index)",
+ "quote 0.6.12 (registry+https://github.com/rust-lang/crates.io-index)",
+ "syn 0.15.34 (registry+https://github.com/rust-lang/crates.io-index)",
+ "unicode-xid 0.1.0 (registry+https://github.com/rust-lang/crates.io-index)",
+]
+
 [[package]]
 name = "tempfile"
 version = "3.0.8"
@@ -408,6 +600,11 @@ name = "unicode-xid"
 version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 
+[[package]]
+name = "vcpkg"
+version = "0.2.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+
 [[package]]
 name = "vec_map"
 version = "0.8.1"
@@ -502,22 +699,39 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 
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 "checksum syn 0.15.34 (registry+https://github.com/rust-lang/crates.io-index)" = "a1393e4a97a19c01e900df2aec855a29f71cf02c402e2f443b8d2747c25c5dbe"
+"checksum synstructure 0.10.2 (registry+https://github.com/rust-lang/crates.io-index)" = "02353edf96d6e4dc81aea2d8490a7e9db177bf8acb0e951c24940bf866cb313f"
 "checksum tempfile 3.0.8 (registry+https://github.com/rust-lang/crates.io-index)" = "7dc4738f2e68ed2855de5ac9cdbe05c9216773ecde4739b2f095002ab03a13ef"
 "checksum termion 1.5.2 (registry+https://github.com/rust-lang/crates.io-index)" = "dde0593aeb8d47accea5392b39350015b5eccb12c0d98044d856983d89548dea"
 "checksum textwrap 0.9.0 (registry+https://github.com/rust-lang/crates.io-index)" = "c0b59b6b4b44d867f1370ef1bd91bfb262bf07bf0ae65c202ea2fbc16153b693"
 "checksum unicode-width 0.1.5 (registry+https://github.com/rust-lang/crates.io-index)" = "882386231c45df4700b275c7ff55b6f3698780a650026380e72dabe76fa46526"
 "checksum unicode-xid 0.1.0 (registry+https://github.com/rust-lang/crates.io-index)" = "fc72304796d0818e357ead4e000d19c9c174ab23dc11093ac919054d20a6a7fc"
+"checksum vcpkg 0.2.6 (registry+https://github.com/rust-lang/crates.io-index)" = "def296d3eb3b12371b2c7d0e83bfe1403e4db2d7a0bba324a12b21c4ee13143d"
 "checksum vec_map 0.8.1 (registry+https://github.com/rust-lang/crates.io-index)" = "05c78687fb1a80548ae3250346c3db86a80a7cdd77bda190189f2d0a0987c81a"
 "checksum vm-memory 0.1.0 (git+https://github.com/rust-vmm/vm-memory)" = "<none>"
 "checksum vmm-sys-util 0.1.0 (git+https://github.com/rust-vmm/vmm-sys-util)" = "<none>"
diff --git a/Cargo.toml b/Cargo.toml
index 847e31e61..6d5b122d9 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -6,5 +6,14 @@ edition = "2018"
 
 [dependencies]
 clap = "=2.27.1"
-
 vmm = { path = "vmm" }
+
+[dev-dependencies]
+ssh2 = "=0.3.3"
+dirs = "2.0.0"
+
+[features]
+default = []
+
+# Integration tests require a special environment to run in
+integration_tests = []
diff --git a/Jenkinsfile b/Jenkinsfile
new file mode 100644
index 000000000..050356722
--- /dev/null
+++ b/Jenkinsfile
@@ -0,0 +1,18 @@
+stage ("Builds") {
+	node ('bionic') {
+		stage ('Checkout') {
+			checkout scm
+		}
+		stage ('Install system packages') {
+			sh "sudo apt-get -y install build-essential mtools libssl-dev pkg-config"
+		}
+		stage ('Install Rust') {
+			sh "nohup curl https://sh.rustup.rs -sSf | sh -s -- -y"
+		}
+		stage ('Run integration tests') {
+			sh "sudo chmod a+rw /dev/kvm"
+			sh "scripts/run_integration_tests.sh"
+		}
+	}
+}
+
diff --git a/scripts/run_integration_tests.sh b/scripts/run_integration_tests.sh
new file mode 100755
index 000000000..55afd7139
--- /dev/null
+++ b/scripts/run_integration_tests.sh
@@ -0,0 +1,35 @@
+#!/bin/bash
+set -x
+
+source $HOME/.cargo/env
+
+WORKLOADS_DIR="$HOME/workloads"
+mkdir -p "$WORKLOADS_DIR"
+
+FW_URL=$(curl --silent https://api.github.com/repos/intel/rust-hypervisor-firmware/releases/latest | grep "browser_download_url" | grep -o 'https://.*[^ "]')
+FW="$WORKLOADS_DIR/hypervisor-fw"
+if [ ! -f "$FW" ]; then
+    pushd $WORKLOADS_DIR
+    wget --quiet $FW_URL
+    popd
+fi
+
+OS_IMAGE_NAME="clear-29620-cloud.img"
+OS_IMAGE_URL="https://download.clearlinux.org/releases/29620/clear/clear-29620-cloud.img.xz"
+OS_IMAGE="$WORKLOADS_DIR/$OS_IMAGE_NAME"
+if [ ! -f "$OS_IMAGE" ]; then
+    pushd $WORKLOADS_DIR
+    wget --quiet $OS_IMAGE_URL
+    unxz $OS_IMAGE_NAME.xz
+popd
+fi
+
+rm /tmp/cloudinit.img
+mkdosfs -n config-2 -C /tmp/cloudinit.img 8192
+mcopy -oi /tmp/cloudinit.img -s test_data/cloud-init/openstack ::
+
+cargo test --features "integration_tests" --no-run
+find target/debug/deps/ -name cloud_hypervisor* | xargs -n1 sudo setcap cap_net_admin+ep
+
+# Tests must be executed serially for now as they have a hardcoded IP address
+cargo test --features "integration_tests" -- --test-threads=1
\ No newline at end of file
diff --git a/src/main.rs b/src/main.rs
index b835b6a34..fe81832b5 100755
--- a/src/main.rs
+++ b/src/main.rs
@@ -116,3 +116,123 @@ fn main() {
         process::exit(1);
     }
 }
+
+#[cfg(test)]
+#[cfg(feature = "integration_tests")]
+mod tests {
+    extern crate vmm;
+
+    use ssh2::Session;
+    use std::fs;
+    use std::io::Read;
+    use std::net::TcpStream;
+    use std::thread;
+    use vmm::config;
+
+    fn ssh_command(command: &str) -> String {
+        let mut s = String::new();
+        #[derive(Debug)]
+        enum Error {
+            Connection,
+            Authentication,
+            Command,
+        };
+
+        let mut counter = 0;
+        loop {
+            match (|| -> Result<(), Error> {
+                let tcp = TcpStream::connect("192.168.2.2:22").map_err(|_| Error::Connection)?;
+                let mut sess = Session::new().unwrap();
+                sess.handshake(&tcp).map_err(|_| Error::Connection)?;
+
+                sess.userauth_password("admin", "cloud123")
+                    .map_err(|_| Error::Authentication)?;
+                assert!(sess.authenticated());
+
+                let mut channel = sess.channel_session().map_err(|_| Error::Command)?;
+                channel.exec(command).map_err(|_| Error::Command)?;
+
+                // Intentionally ignore these results here as their failure
+                // does not precipitate a repeat
+                let _ = channel.read_to_string(&mut s);
+                let _ = channel.close();
+                let _ = channel.wait_close();
+                Ok(())
+            })() {
+                Ok(_) => break,
+                Err(e) => {
+                    counter += 1;
+                    if counter >= 6 {
+                        panic!("Took too many attempts to run command. Last error: {:?}", e);
+                    }
+                }
+            };
+            thread::sleep(std::time::Duration::new(10, 0));
+        }
+        s
+    }
+
+    fn prepare_files() -> (Vec<&'static str>, String) {
+        let mut workload_path = dirs::home_dir().unwrap();
+        workload_path.push("workloads");
+
+        let mut fw_path = workload_path.clone();
+        fw_path.push("hypervisor-fw");
+
+        let mut osdisk_base_path = workload_path.clone();
+        osdisk_base_path.push("clear-29620-cloud.img");
+
+        let osdisk_path = "/tmp/osdisk.img";
+        let cloudinit_path = "/tmp/cloudinit.img";
+
+        fs::copy(osdisk_base_path, osdisk_path).expect("copying of OS source disk image failed");
+
+        let disks = vec![osdisk_path, cloudinit_path];
+
+        (disks, String::from(fw_path.to_str().unwrap()))
+    }
+
+    #[test]
+    fn test_simple_launch() {
+        let handler = thread::spawn(|| {
+            let (disks, fw_path) = prepare_files();
+
+            let vm_config = config::VmConfig::parse(config::VmParams {
+                cpus: "1",
+                memory: "512",
+                kernel: fw_path.as_str(),
+                cmdline: None,
+                disks,
+                rng: "/dev/urandom",
+                net: Some("tap=,mac=,ip=192.168.2.1,mask=255.255.255.0"),
+            })
+            .expect("Failed parsing parameters");
+
+            vmm::boot_kernel(vm_config).expect("Booting kernel failed");
+        });
+
+        thread::sleep(std::time::Duration::new(10, 0));
+        assert_eq!(ssh_command("grep -c processor /proc/cpuinfo").trim(), "1");
+        assert_eq!(
+            ssh_command("grep MemTotal /proc/meminfo").trim(),
+            "MemTotal:         496400 kB"
+        );
+
+        assert!(
+            ssh_command("cat /proc/sys/kernel/random/entropy_avail")
+                .trim()
+                .parse::<u32>()
+                .unwrap()
+                >= 1000
+        );
+
+        ssh_command("sudo reboot");
+
+        handler.join().unwrap();
+    }
+
+    #[test]
+    fn test_simple_launch_again() {
+        test_simple_launch()
+    }
+}
diff --git a/test_data/cloud-init/openstack/latest/meta_data.json b/test_data/cloud-init/openstack/latest/meta_data.json
new file mode 100644
index 000000000..a3d46acc8
--- /dev/null
+++ b/test_data/cloud-init/openstack/latest/meta_data.json
@@ -0,0 +1,3 @@
+{
+  "hostname" : "cloud"
+}
diff --git a/test_data/cloud-init/openstack/latest/user_data b/test_data/cloud-init/openstack/latest/user_data
new file mode 100644
index 000000000..44cc74c57
--- /dev/null
+++ b/test_data/cloud-init/openstack/latest/user_data
@@ -0,0 +1,17 @@
+#cloud-config
+users:
+  - name: admin
+    passwd: $6$7125787751a8d18a$sHwGySomUA1PawiNFWVCKYQN.Ec.Wzz0JtPPL1MvzFrkwmop2dq7.4CYf03A5oemPQ4pOFCCrtCelvFBEle/K.
+    sudo:
+      - ALL=(ALL) NOPASSWD:ALL
+write_files:
+  -
+    path: /etc/systemd/network/00-static.network
+    permissions: 0644
+    content: |
+        [Match]
+        Name=en*
+
+        [Network]
+        Address=192.168.2.2/24
+        Gateway=192.168.2.1