homepage-data/Technology

---
title: Technology
author: someone
abstract: some abstract
---

We develop digital infrastructure with a minimal footprint.  Where other approaches 
try to patch general purpose operating systems by adding more layers of indirection,
we strive to build a secure system from the ground up.

Each piece of digital infrastructure or service is written in a high-level
memory-safe programming language and tailored to only contain the
required functionality at compilation time.  This reduces the attack vectors
and the attack surface.

The resulting service is executed as a virtual machine on a modern hypervisor.
Its size is usually around 1-10 MB, much smaller than a UNIX / Linux system, and boots within milliseconds.

## MirageOS - bespoke operating systems

Our work is based on MirageOS, a suite to develop operating systems. It has been developed
since 2009 at University of Cambridge, UK and is written in the programming language
OCaml, developed since 1996 at INRIA in Paris, France.  Most libraries are
developed under permissive licenses (MIT/ISC/BSD2/Apache2).  The OCaml compiler
is dual-licensed: LGPLv2 or BSD for consortium members (3000 EUR/year).

MirageOS is a library operating system. It composes OCaml libraries into a
bespoke operating system, called a unikernel. A unikernel can be a compiled as a
UNIX binary, or a standalone virtual machine image. To build exactly the right
unikernel for each purpose, we can pick from hundreds of libraries which
implement protocols, storage on block devices, or interfaces to network devices
provided by the hypervisor.

On top of the hypervisor, a small layer of C code (developed at IBM research) is
used to unify the interface between the different hypervisors, on which the
OCaml runtime system is executed.

OCaml is a functional programming language with automated memory management,
preventing manual memory management errors.  The strong and expressive type
system of OCaml catches most programming errors already at compile time.  We use
a declarative style with immutable data structures and memory to avoid side
effects that are hard to reason about. Errors are expressed as part of the type
signature. IO is contained on top of the protocol logic. An implementation of a
protocol can be used both as executable code, and as a test oracle.

Most security problems for network services arise in parsers of received network
data.  OCaml allows us to write strict parsers, which return success and error
on the type system level to ensure that the caller handles all cases.  If a
parser contains an error, in our system the impact is local, it cannot access
memory beyond the the network data.  Errors in parsers written in unsafe
languages often lead to buffer overflows, which can lead to remote code
execution.

OCaml code is compiled to native code running in the OCaml runtime, which is
very performant, on par with C++ code.  The OCaml runtime is just used for
memory management, and very small compared to a JVM or Python runtime.  As
example, our TLS library has up to 85% of the bulk throughput of OpenSSL (using
AES128-CBC).  The TLS handshake performance is equal with OpenSSL.

TODO: OBWOHL AUF BESTIMMTE KONTEXTE BESCHRAENKT/NICHT ALLERWELTSPRACHE DA LERNINTENSIV?
OCaml is known as a mature and safe programming language that is used in both
industry (facebook for compilers, jane street for trading, docker, ahrefs,
simcorp, lexifi) and academia (coq, compcert).

### Module system & Compilation

OCaml has a unique module system. A module specifies abstract datatypes
and functions, and each module can have multiple implementations. Modules can
take other modules as parameters, the module system is a complete programming
language, evaluated at compile time.  MirageOS uses this module system as a
powerful abstraction mechanism to adapt the unikernel to the compilation target.
It defines modules for all operating system services, such as the console, the
network stack, the random number generator.  For each service, an implementation
can be provided depending on the compilation target (UNIX process or virtual
machine).  On UNIX, the sockets API is used as the networking stack. On a
virtual machine, the TCP/IP stack in OCaml is being used.

By leveraging the module system of OCaml for MirageOS, we get module separation
and dependency analysis from the well-tested module system of OCaml and avoid
reimplementing these error-prone and important parts.  A MirageOS unikernel
developer does not need to reason about compilation targets, just about the
module interface.

## MirageOS: Running a unikernel & system security

### Simple config management model with localized reasoning

There are three ways to feed a virtual machine with configuration data, such as
network configuration or TLS certificate and key.
- Compile the information into the virtual machine image, which requires
  recompilation on configuration change.
- Pass the information as boot parameters, which requires reboot on
  configuration change.
- Store this information in a virtual block device which is attached to the
  virtual machine.

For example, logs can be exfiltrated using syslog with UDP, TCP, or TLS as
transport. The transport to use has to be chosen at compile time because TLS
requires the TLS library to be linked in, but the log destination can be passed
as boot parameter to the unikernel.

### Simple concurrency model with localized reasoning

MirageOS is an event based operating system with asynchronous tasks. A task
yields the CPU once its execution is finished, or if it has to wait for IO.
This concurrency model leads to a cooperative multitasking programming style,
rather than the error prone preemptive multitasking where each code block needs
to be hardened to allow reentrant execution.

TODO: For example ..

### Simple process memory model with localized reasoning

The virtual memory subsystem in contemporary operating systems provides an
address mapping for each process. Since a unikernel is only a single service, it
uses a single address space, avoiding the need for complex address mapping code
altogether.

TODO: For example ..

### Simple library model with localized reasoning

As stated above, a MirageOS unikernel is much smaller than a comparable UNIX
virtual machine, since only the required libraries are linked into the virtual
machine image. By avoiding superfluous code we decrease the attack surface
immensly.

TODO: Example: lines of code / binary size fuer zb dns server / dhcp server

The choice of programming language avoids several attack vectors. Immutable data
structures, type checking and the OCaml runtime memory manager ensure memory
safety in OCaml.  By minimising each unikernel to its minimal footprint,
security breaches are contained to the information the unikernel contains.

### Secure updates

If an OCaml library introduces security flaws or information leakage, all
unikernels depending on that library need to be updated.  Updating an OCaml
library can safely be done via its package manager opam, which uses signed
repositories.

TODO: For example ..

## Why OCaml

TODO: OCaml runtime vom franz. BSI reviewed, solo5 noch kein wirkliches review

OCaml code can be very fast (our TLS implementation reaches up to
85% of the throughput of OpenSSL), and compiles either to native code on various
architectures or to bytecode.  It can even compile to JavaScript.  OCaml is
memory managed, individual developers don't have to manually allocate and
release memory (which is a common source of security issues in other operating
systems).

In 2016, Facebook developed [reason](https://reasonml.github.io/), a dialect of
OCaml which syntax is closer to JavaScript, and easier to comprehend for
beginners.  Reason and OCaml code can be easily combined in a single
application, since the same compiler is used.

Links:
- [OCaml for the masses](http://queue.acm.org/detail.cfm?id=2038036)
- [Why OCaml (from realworldocaml)](https://realworldocaml.org/v1/en/html/prologue.html)
- [Replacing Python with OCaml in 0install](http://roscidus.com/blog/blog/2013/06/09/choosing-a-python-replacement-for-0install/)
- [Why tezos uses OCaml](https://www.tezos.com/static/papers/position_paper.pdf)

## Current state and future directions

Many libraries developed in the MirageOS project are deployed by Docker for Mac
and Docker for Windows, which have more than 100000 active users.

Available libraries include an IPv4 stack (TCP, UDP, ARP), DHCP client and
server, DNS server and resolver (both recursive and forwarding), HTTP (including
webmachine for request routing, and sessions), syslog, git (both client and
server, with mutliple storage backends: block device, in-memory), prometheus
integration.  A TLS library, including random number generator (Fortuna),
cryptographic primitives (RSA, DSA, DH, AES), X.509 (using ASN.1), was developed
3 years ago and is in production serving websites, plus some applications using
the client side.  A prototype implementation for managing unikernels on the host
system is already deployed and actively used, similar to libvirt, but with a
minimised code base, and written in OCaml.  Monitoring is done with
prometheus. <- TODO: das bedeutet structured data und cloud ready / scalable /
funktioniert in distributed system?

More libraries are under active development, this includes an OpenPGP
implementation, an ssh implementation, structured syslog, Cap'n proto (RPC with
support for capabilities).

OCaml can be compiled to JavaScript, which means projects can developed in a
single language to ensure consistency and avoid errors, but code can be executed
on the client or on the server.

The idea of unikernels is not limited to MirageOS, other projects apply the same
concept in different programming languages.  HalVM - the Haskell ligthweight
virtual machine - was developed by Galois Inc., and is based on Haskell.  It is
used for network services such as honeypots and secure IPSec gateways.

IncludeOS is a C++ based unikernel which was initially developed at University
of Oslo, and now further developed in a startup.

Other unikernels are listed on
[Wikipedia](https://en.wikipedia.org/wiki/Unikernel) and there is an exchange of
ideas between different approaches. Among all unikernels, MirageOS has been
around the longest, has the most libraries available and deployed to production,
has an active developer community, and the safe programming language makes it
suitable for secure systems.

MirageOS has a small trusted code base compared to other operating systems.
Apart from the CPU (and its virtualisation extensions, VT-x, VT-d, EPT), and the
hypervisor implementation.Dieser satzkein verb On top of the hypervisor in the
host system a tiny virtual machine monitor (solo5) is executed. It does not rely
on qemu or other emulation code, but only contains drivers needed for the actual
unikernel (block and network devices).  The unikernel itself consists of roughly
2000 lines of C code with basic functions such as malloc, memcopy, memcmp, on
which the vanilla OCaml runtime is executed.  On top of that, only OCaml code is
executed, which includes an asynchronous task engine, the mentioned TCP/IP
stack, and the concrete services.

TODO: vllt bullet points rausnehmen, eher das formal verification argument detailliert erklaeren?

The security of MirageOS unikernels is planned to be improved even more in
several areas:
- data segments will be be mapped read/write, code segments execute-only
- private key material will be zeroed before destruction
- the address space layout will be randomised to make exploitation harder
- MirageOS will be ported to (se)L4 as hypervisor to minimize the trusted code
  running on the host system
- once open hardware (RISC-V) is widely available, MirageOS will use this as
  target.  There is already a RISC-V backend for OCaml
- OCaml will be compilable to Coq (an interactive theorem prover) definitions,
  within which theorems about the code can be proven
- Coq code will also be extractable to OCaml.