| Deterministic Automata Monitor Synthesis |
| ======================================== |
| |
| The starting point for the application of runtime verification (RV) techniques |
| is the *specification* or *modeling* of the desired (or undesired) behavior |
| of the system under scrutiny. |
| |
| The formal representation needs to be then *synthesized* into a *monitor* |
| that can then be used in the analysis of the trace of the system. The |
| *monitor* connects to the system via an *instrumentation* that converts |
| the events from the *system* to the events of the *specification*. |
| |
| |
| In Linux terms, the runtime verification monitors are encapsulated inside |
| the *RV monitor* abstraction. The RV monitor includes a set of instances |
| of the monitor (per-cpu monitor, per-task monitor, and so on), the helper |
| functions that glue the monitor to the system reference model, and the |
| trace output as a reaction to event parsing and exceptions, as depicted |
| below:: |
| |
| Linux +----- RV Monitor ----------------------------------+ Formal |
| Realm | | Realm |
| +-------------------+ +----------------+ +-----------------+ |
| | Linux kernel | | Monitor | | Reference | |
| | Tracing | -> | Instance(s) | <- | Model | |
| | (instrumentation) | | (verification) | | (specification) | |
| +-------------------+ +----------------+ +-----------------+ |
| | | | |
| | V | |
| | +----------+ | |
| | | Reaction | | |
| | +--+--+--+-+ | |
| | | | | | |
| | | | +-> trace output ? | |
| +------------------------|--|----------------------+ |
| | +----> panic ? |
| +-------> <user-specified> |
| |
| DA monitor synthesis |
| -------------------- |
| |
| The synthesis of automata-based models into the Linux *RV monitor* abstraction |
| is automated by the dot2k tool and the rv/da_monitor.h header file that |
| contains a set of macros that automatically generate the monitor's code. |
| |
| dot2k |
| ----- |
| |
| The dot2k utility leverages dot2c by converting an automaton model in |
| the DOT format into the C representation [1] and creating the skeleton of |
| a kernel monitor in C. |
| |
| For example, it is possible to transform the wip.dot model present in |
| [1] into a per-cpu monitor with the following command:: |
| |
| $ dot2k -d wip.dot -t per_cpu |
| |
| This will create a directory named wip/ with the following files: |
| |
| - wip.h: the wip model in C |
| - wip.c: the RV monitor |
| |
| The wip.c file contains the monitor declaration and the starting point for |
| the system instrumentation. |
| |
| Monitor macros |
| -------------- |
| |
| The rv/da_monitor.h enables automatic code generation for the *Monitor |
| Instance(s)* using C macros. |
| |
| The benefits of the usage of macro for monitor synthesis are 3-fold as it: |
| |
| - Reduces the code duplication; |
| - Facilitates the bug fix/improvement; |
| - Avoids the case of developers changing the core of the monitor code |
| to manipulate the model in a (let's say) non-standard way. |
| |
| This initial implementation presents three different types of monitor instances: |
| |
| - ``#define DECLARE_DA_MON_GLOBAL(name, type)`` |
| - ``#define DECLARE_DA_MON_PER_CPU(name, type)`` |
| - ``#define DECLARE_DA_MON_PER_TASK(name, type)`` |
| |
| The first declares the functions for a global deterministic automata monitor, |
| the second for monitors with per-cpu instances, and the third with per-task |
| instances. |
| |
| In all cases, the 'name' argument is a string that identifies the monitor, and |
| the 'type' argument is the data type used by dot2k on the representation of |
| the model in C. |
| |
| For example, the wip model with two states and three events can be |
| stored in an 'unsigned char' type. Considering that the preemption control |
| is a per-cpu behavior, the monitor declaration in the 'wip.c' file is:: |
| |
| DECLARE_DA_MON_PER_CPU(wip, unsigned char); |
| |
| The monitor is executed by sending events to be processed via the functions |
| presented below:: |
| |
| da_handle_event_$(MONITOR_NAME)($(event from event enum)); |
| da_handle_start_event_$(MONITOR_NAME)($(event from event enum)); |
| da_handle_start_run_event_$(MONITOR_NAME)($(event from event enum)); |
| |
| The function ``da_handle_event_$(MONITOR_NAME)()`` is the regular case where |
| the event will be processed if the monitor is processing events. |
| |
| When a monitor is enabled, it is placed in the initial state of the automata. |
| However, the monitor does not know if the system is in the *initial state*. |
| |
| The ``da_handle_start_event_$(MONITOR_NAME)()`` function is used to notify the |
| monitor that the system is returning to the initial state, so the monitor can |
| start monitoring the next event. |
| |
| The ``da_handle_start_run_event_$(MONITOR_NAME)()`` function is used to notify |
| the monitor that the system is known to be in the initial state, so the |
| monitor can start monitoring and monitor the current event. |
| |
| Using the wip model as example, the events "preempt_disable" and |
| "sched_waking" should be sent to monitor, respectively, via [2]:: |
| |
| da_handle_event_wip(preempt_disable_wip); |
| da_handle_event_wip(sched_waking_wip); |
| |
| While the event "preempt_enabled" will use:: |
| |
| da_handle_start_event_wip(preempt_enable_wip); |
| |
| To notify the monitor that the system will be returning to the initial state, |
| so the system and the monitor should be in sync. |
| |
| Final remarks |
| ------------- |
| |
| With the monitor synthesis in place using the rv/da_monitor.h and |
| dot2k, the developer's work should be limited to the instrumentation |
| of the system, increasing the confidence in the overall approach. |
| |
| [1] For details about deterministic automata format and the translation |
| from one representation to another, see:: |
| |
| Documentation/trace/rv/deterministic_automata.rst |
| |
| [2] dot2k appends the monitor's name suffix to the events enums to |
| avoid conflicting variables when exporting the global vmlinux.h |
| use by BPF programs. |